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class="bf b dt z ds ab lg jw">Pinned</div></div><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/about-me-stories/about-me-egor-howell-377d63ce07f1" tabindex="0"><div class="bh lk ll lm ln"><div class="ab"><div class="lo lp lq lr ls ab q"><div class="lt l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/about-me-stories?source=user_profile_page---------1-------------1cac491223b2---------------" rel="noopener follow"><div class="dq ab"><img alt="About Me Stories" class="lu gn go fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*I3Yq_BbUvH7BoUDBq0F3Hg.jpeg" width="20" height="20" loading="lazy"/><div class="lu l go gn fm n fl fn"></div></div></a></div></div></div><div class="lv l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lw ab q" href="https://medium.com/about-me-stories?source=user_profile_page---------1-------------1cac491223b2---------------" rel="noopener follow"><p class="bf b dt z jw lx jx jy ly jz lz ka bk">About Me Stories</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="ma mb mc md me mf mg mh mi mj"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/about-me-stories/about-me-egor-howell-377d63ce07f1?source=user_profile_page---------1-------------1cac491223b2---------------"><h2 class="bf mk ml mm mn ja mo mp mq mr jf ms jh ji mt mu jl mv mw mx my mz na nb nc nd ne jw jx jy jz ka bk">About Me — Egor Howell</h2><div class="nf"><h3 class="bf b ge z jw ng jx jy nh jz ka ds">Welcome to my public learning journal!</h3></div></a></div><div class="h k"><div class="ni nj nk nl nm nn no np nq nr l"><span class="bf b dt z ds"><div class="iv ab ns ae"><div class="ab q nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l 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gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>5</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F377d63ce07f1&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fabout-me-stories%2Fabout-me-egor-howell-377d63ce07f1&source=---------1-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob 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nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Sep 19, 2023</span><div class="h k j i d"><div class="dq nt nu ab q"><div class="fm nv nw ab q nx"><div class="ax nu ny l fo"></div></div><a class="fm kw nw ab q nx" tabindex="-1" rel="noopener follow" href="/about-me-stories/about-me-egor-howell-377d63ce07f1?source=user_profile_page---------1-------------1cac491223b2---------------"><div><div class="ab" aria-hidden="false"><div class="ab q gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>5</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F377d63ce07f1&operation=register&redirect=https%3A%2F%2Fmedium.com%2Fabout-me-stories%2Fabout-me-egor-howell-377d63ce07f1&source=---------1-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob oc" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="oj bh r ok ol om on oo"></div></div></div></div></div></article></div></div></div><div class="ab cn"><div class="hj bh hk hl hm hn"><div class="op bh l"><article class=""><div class="lf l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/towards-data-science/data-scientist-answers-the-most-popular-data-science-questions-4e77aa46336f" tabindex="0"><div class="bh lk ll lm ln"><div class="ab"><div class="lo lp lq lr ls ab q"><div class="lt l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/towards-data-science?source=user_profile_page---------2-------------1cac491223b2---------------" rel="noopener follow"><div class="dq ab"><img alt="Towards Data Science" class="lu gn go fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*CJe3891yB1A1mzMdqemkdg.jpeg" width="20" height="20" loading="lazy"/><div class="lu l go gn fm n fl fn"></div></div></a></div></div></div><div class="lv l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lw ab q" href="https://medium.com/towards-data-science?source=user_profile_page---------2-------------1cac491223b2---------------" rel="noopener follow"><p class="bf b dt z jw lx jx jy ly jz lz ka bk">Towards Data Science</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="ma mb mc md me mf mg mh mi mj"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/towards-data-science/data-scientist-answers-the-most-popular-data-science-questions-4e77aa46336f?source=user_profile_page---------2-------------1cac491223b2---------------"><h2 class="bf mk ml mm mn ja mo mp mq mr jf ms jh ji mt mu jl mv mw mx my mz na nb nc nd ne jw jx jy jz ka bk">Data Scientist Answers the Most Popular Data Science Questions</h2><div class="nf"><h3 class="bf b ge z jw ng jx jy nh jz ka ds">All-around guidance for prospective data scientists</h3></div></a></div><div class="h k"><div class="ni nj nk nl nm nn no np nq nr l"><span class="bf b dt z ds"><div class="iv ab ns ae"><div class="ab q nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div>3d ago<div class="h k j i d"><div class="dq nt nu ab q"><div class="fm nv nw ab q nx"><div class="ax nu ny l fo"></div></div><a class="fm kw nw ab q nx" tabindex="-1" rel="noopener follow" href="/towards-data-science/data-scientist-answers-the-most-popular-data-science-questions-4e77aa46336f?source=user_profile_page---------2-------------1cac491223b2---------------"><div><div class="ab" aria-hidden="false"><div class="ab q gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>2</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F4e77aa46336f&operation=register&redirect=https%3A%2F%2Ftowardsdatascience.com%2Fdata-scientist-answers-the-most-popular-data-science-questions-4e77aa46336f&source=---------2-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob oc" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="od oe of og oh l"><div aria-label="Data Scientist Answers the Most Popular Data Science Questions"><div class="j i d"><img alt="Data Scientist Answers the Most Popular Data Science Questions" class="bx lu" src="https://miro.medium.com/v2/da:true/resize:fill:160:106/0*ks-c7RLyaHiphYSw" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="Data Scientist Answers the Most Popular Data Science Questions" class="bx lu" src="https://miro.medium.com/v2/da:true/resize:fill:320:214/0*ks-c7RLyaHiphYSw" width="160" height="107" loading="lazy"/></div></div></div></div><div class="oi j i d"><span class="bf b dt z ds"><div class="iv ab ns ae"><div class="ab q nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div>3d ago<div class="h k j i d"><div class="dq nt nu ab q"><div class="fm nv nw ab q nx"><div class="ax nu ny l fo"></div></div><a class="fm kw nw ab q nx" tabindex="-1" rel="noopener follow" href="/towards-data-science/data-scientist-answers-the-most-popular-data-science-questions-4e77aa46336f?source=user_profile_page---------2-------------1cac491223b2---------------"><div><div class="ab" aria-hidden="false"><div class="ab q gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>2</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F4e77aa46336f&operation=register&redirect=https%3A%2F%2Ftowardsdatascience.com%2Fdata-scientist-answers-the-most-popular-data-science-questions-4e77aa46336f&source=---------2-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob oc" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="oj bh r ok ol om on oo"></div></div></div></div></div></article></div></div></div><div class="ab cn"><div class="hj bh hk hl hm hn"><div class="op bh l"><article class=""><div class="lf l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/towards-data-science/the-difference-between-ml-engineers-and-data-scientists-b64ac19c0f41" tabindex="0"><div class="bh lk ll lm ln"><div class="ab"><div class="lo lp lq lr ls ab q"><div class="lt l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/towards-data-science?source=user_profile_page---------3-------------1cac491223b2---------------" rel="noopener follow"><div class="dq ab"><img alt="Towards Data Science" class="lu gn go fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*CJe3891yB1A1mzMdqemkdg.jpeg" width="20" height="20" loading="lazy"/><div class="lu l go gn fm n fl fn"></div></div></a></div></div></div><div class="lv l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lw ab q" href="https://medium.com/towards-data-science?source=user_profile_page---------3-------------1cac491223b2---------------" rel="noopener follow"><p class="bf b dt z jw lx jx jy ly jz lz ka bk">Towards Data Science</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="ma mb mc md me mf mg mh mi mj"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/towards-data-science/the-difference-between-ml-engineers-and-data-scientists-b64ac19c0f41?source=user_profile_page---------3-------------1cac491223b2---------------"><h2 class="bf mk ml mm mn ja mo mp mq mr jf ms jh ji mt mu jl mv mw mx my mz na nb nc nd ne jw jx jy jz ka bk">The Difference Between ML Engineers and Data Scientists</h2><div class="nf"><h3 class="bf b ge z jw ng jx jy nh jz ka ds">Helping you decide whether you want to be a data scientist or machine learning engineer</h3></div></a></div><div class="h k"><div class="ni nj nk nl nm nn no np nq nr l"><span class="bf b dt z ds"><div class="iv ab ns ae"><div class="ab q nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div>5d ago<div class="h k j i d"><div class="dq nt nu ab q"><div class="fm nv nw ab q nx"><div class="ax nu ny l fo"></div></div><a class="fm kw nw ab q nx" tabindex="-1" rel="noopener follow" href="/towards-data-science/the-difference-between-ml-engineers-and-data-scientists-b64ac19c0f41?source=user_profile_page---------3-------------1cac491223b2---------------"><div><div class="ab" aria-hidden="false"><div class="ab q gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>7</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fb64ac19c0f41&operation=register&redirect=https%3A%2F%2Ftowardsdatascience.com%2Fthe-difference-between-ml-engineers-and-data-scientists-b64ac19c0f41&source=---------3-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob oc" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="od oe of og oh l"><div aria-label="The Difference Between ML Engineers and Data Scientists"><div class="j i d"><img alt="The Difference Between ML Engineers and Data Scientists" class="bx lu" src="https://miro.medium.com/v2/da:true/resize:fill:160:106/0*PhSwpuR1FqS5U-XT" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="The Difference Between ML Engineers and Data Scientists" class="bx lu" src="https://miro.medium.com/v2/da:true/resize:fill:320:214/0*PhSwpuR1FqS5U-XT" width="160" height="107" loading="lazy"/></div></div></div></div><div class="oi j i d"><span class="bf b dt z ds"><div class="iv ab ns ae"><div class="ab q nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div>5d ago<div class="h k j i d"><div class="dq nt nu ab q"><div class="fm nv nw ab q nx"><div class="ax nu ny l fo"></div></div><a class="fm kw nw ab q nx" tabindex="-1" rel="noopener follow" href="/towards-data-science/the-difference-between-ml-engineers-and-data-scientists-b64ac19c0f41?source=user_profile_page---------3-------------1cac491223b2---------------"><div><div class="ab" aria-hidden="false"><div class="ab q gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>7</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fb64ac19c0f41&operation=register&redirect=https%3A%2F%2Ftowardsdatascience.com%2Fthe-difference-between-ml-engineers-and-data-scientists-b64ac19c0f41&source=---------3-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob oc" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="oj bh r ok ol om on oo"></div></div></div></div></div></article></div></div></div><div class="ab cn"><div class="hj bh hk hl hm hn"><div class="op bh l"><article class=""><div class="lf l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/towards-data-science/how-to-up-skill-in-data-science-3f71fafeaab7" tabindex="0"><div class="bh lk ll lm ln"><div class="ab"><div class="lo lp lq lr ls ab q"><div class="lt l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/towards-data-science?source=user_profile_page---------4-------------1cac491223b2---------------" rel="noopener follow"><div class="dq ab"><img alt="Towards Data Science" class="lu gn go fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*CJe3891yB1A1mzMdqemkdg.jpeg" width="20" height="20" loading="lazy"/><div class="lu l go gn fm n fl fn"></div></div></a></div></div></div><div class="lv l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lw ab q" href="https://medium.com/towards-data-science?source=user_profile_page---------4-------------1cac491223b2---------------" rel="noopener follow"><p class="bf b dt z jw lx jx jy ly jz lz ka bk">Towards Data Science</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="ma mb mc md me mf mg mh mi mj"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/towards-data-science/how-to-up-skill-in-data-science-3f71fafeaab7?source=user_profile_page---------4-------------1cac491223b2---------------"><h2 class="bf mk ml mm mn ja mo mp mq mr jf ms jh ji mt mu jl mv mw mx my mz na nb nc nd ne jw jx jy jz ka bk">How To Up-Skill In Data Science</h2><div class="nf"><h3 class="bf b ge z jw ng jx jy nh jz ka ds">My framework for continually becoming a better data scientist</h3></div></a></div><div class="h k"><div class="ni nj nk nl nm nn no np nq nr l"><span class="bf b dt z ds"><div class="iv ab ns ae"><div class="ab q nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Nov 14</span><div class="h k j i d"><div class="dq nt nu ab q"><div class="fm nv nw ab q nx"><div class="ax nu ny l fo"></div></div><a class="fm kw nw ab q nx" tabindex="-1" rel="noopener follow" href="/towards-data-science/how-to-up-skill-in-data-science-3f71fafeaab7?source=user_profile_page---------4-------------1cac491223b2---------------"><div><div class="ab" aria-hidden="false"><div class="ab q gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>5</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F3f71fafeaab7&operation=register&redirect=https%3A%2F%2Ftowardsdatascience.com%2Fhow-to-up-skill-in-data-science-3f71fafeaab7&source=---------4-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob oc" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="od oe of og oh l"><div aria-label="How To Up-Skill In Data Science"><div class="j i d"><img alt="How To Up-Skill In Data Science" class="bx lu" src="https://miro.medium.com/v2/da:true/resize:fill:160:106/0*rhbgFdPTErrC8Ow4" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="How To Up-Skill In Data Science" class="bx lu" src="https://miro.medium.com/v2/da:true/resize:fill:320:214/0*rhbgFdPTErrC8Ow4" width="160" height="107" loading="lazy"/></div></div></div></div><div class="oi j i d"><span class="bf b dt z ds"><div class="iv ab ns ae"><div class="ab q nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Nov 14</span><div class="h k j i d"><div class="dq nt nu ab q"><div class="fm nv nw ab q nx"><div class="ax nu ny l fo"></div></div><a class="fm kw nw ab q nx" tabindex="-1" rel="noopener follow" href="/towards-data-science/how-to-up-skill-in-data-science-3f71fafeaab7?source=user_profile_page---------4-------------1cac491223b2---------------"><div><div class="ab" aria-hidden="false"><div class="ab q gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>5</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F3f71fafeaab7&operation=register&redirect=https%3A%2F%2Ftowardsdatascience.com%2Fhow-to-up-skill-in-data-science-3f71fafeaab7&source=---------4-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob oc" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="oj bh r ok ol om on oo"></div></div></div></div></div></article></div></div></div><div class="ab cn"><div class="hj bh hk hl hm hn"><div class="op bh l"><article class=""><div class="lf l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/towards-data-science/recursion-data-structures-algorithms-for-data-scientists-1f74a54a3086" tabindex="0"><div class="bh lk ll lm ln"><div class="ab"><div class="lo lp lq lr ls ab q"><div class="lt l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/towards-data-science?source=user_profile_page---------5-------------1cac491223b2---------------" rel="noopener follow"><div class="dq ab"><img alt="Towards Data Science" class="lu gn go fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*CJe3891yB1A1mzMdqemkdg.jpeg" width="20" height="20" loading="lazy"/><div class="lu l go gn fm n fl fn"></div></div></a></div></div></div><div class="lv l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lw ab q" href="https://medium.com/towards-data-science?source=user_profile_page---------5-------------1cac491223b2---------------" rel="noopener follow"><p class="bf b dt z jw lx jx jy ly jz lz ka bk">Towards Data Science</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="ma mb mc md me mf mg mh mi mj"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/towards-data-science/recursion-data-structures-algorithms-for-data-scientists-1f74a54a3086?source=user_profile_page---------5-------------1cac491223b2---------------"><h2 class="bf mk ml mm mn ja mo mp mq mr jf ms jh ji mt mu jl mv mw mx my mz na nb nc nd ne jw jx jy jz ka bk">Recursion — Data Structures & Algorithms for Data Scientists</h2><div class="nf"><h3 class="bf b ge z jw ng jx jy nh jz ka ds">Recursion, recursion, recursion, recursion, recursion, etc.</h3></div></a></div><div class="h k"><div class="ni nj nk nl nm nn no np nq nr l"><span class="bf b dt z ds"><div class="iv ab ns ae"><div class="ab q nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Nov 3</span><div class="h k j i d"><div class="dq nt nu ab q"><div class="fm nv nw ab q nx"><div class="ax nu ny l fo"></div></div><a class="fm kw nw ab q nx" tabindex="-1" rel="noopener follow" href="/towards-data-science/recursion-data-structures-algorithms-for-data-scientists-1f74a54a3086?source=user_profile_page---------5-------------1cac491223b2---------------"><div><div class="ab" aria-hidden="false"><div class="ab q gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>3</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F1f74a54a3086&operation=register&redirect=https%3A%2F%2Ftowardsdatascience.com%2Frecursion-data-structures-algorithms-for-data-scientists-1f74a54a3086&source=---------5-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob oc" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="od oe of og oh l"><div aria-label="Recursion — Data Structures & Algorithms for Data Scientists"><div class="j i d"><img alt="Recursion — Data Structures & Algorithms for Data Scientists" class="bx lu" src="https://miro.medium.com/v2/da:true/resize:fill:160:106/0*rkt5MbW29LQwC0_4" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="Recursion — Data Structures & Algorithms for Data Scientists" class="bx lu" src="https://miro.medium.com/v2/da:true/resize:fill:320:214/0*rkt5MbW29LQwC0_4" width="160" height="107" loading="lazy"/></div></div></div></div><div class="oi j i d"><span class="bf b dt z ds"><div class="iv ab ns ae"><div class="ab q nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Nov 3</span><div class="h k j i d"><div class="dq nt nu ab q"><div class="fm nv nw ab q nx"><div class="ax nu ny l fo"></div></div><a class="fm kw nw ab q nx" tabindex="-1" rel="noopener follow" href="/towards-data-science/recursion-data-structures-algorithms-for-data-scientists-1f74a54a3086?source=user_profile_page---------5-------------1cac491223b2---------------"><div><div class="ab" aria-hidden="false"><div class="ab q gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>3</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F1f74a54a3086&operation=register&redirect=https%3A%2F%2Ftowardsdatascience.com%2Frecursion-data-structures-algorithms-for-data-scientists-1f74a54a3086&source=---------5-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob oc" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="oj bh r ok ol om on oo"></div></div></div></div></div></article></div></div></div><div class="ab cn"><div class="hj bh hk hl hm hn"><div class="op bh l"><article class=""><div class="lf l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/towards-data-science/how-to-specialize-in-data-science-machine-learning-9e62418bae09" tabindex="0"><div class="bh lk ll lm ln"><div class="ab"><div class="lo lp lq lr ls ab q"><div class="lt l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/towards-data-science?source=user_profile_page---------6-------------1cac491223b2---------------" rel="noopener follow"><div class="dq ab"><img alt="Towards Data Science" class="lu gn go fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*CJe3891yB1A1mzMdqemkdg.jpeg" width="20" height="20" loading="lazy"/><div class="lu l go gn fm n fl fn"></div></div></a></div></div></div><div class="lv l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lw ab q" href="https://medium.com/towards-data-science?source=user_profile_page---------6-------------1cac491223b2---------------" rel="noopener follow"><p class="bf b dt z jw lx jx jy ly jz lz ka bk">Towards Data Science</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="ma mb mc md me mf mg mh mi mj"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/towards-data-science/how-to-specialize-in-data-science-machine-learning-9e62418bae09?source=user_profile_page---------6-------------1cac491223b2---------------"><h2 class="bf mk ml mm mn ja mo mp mq mr jf ms jh ji mt mu jl mv mw mx my mz na nb nc nd ne jw jx jy jz ka bk">How To Specialize In Data Science / Machine Learning</h2><div class="nf"><h3 class="bf b ge z jw ng jx jy nh jz ka ds">Is it better to be a generalist or specialist?</h3></div></a></div><div class="h k"><div class="ni nj nk nl nm nn no np nq nr l"><span class="bf b dt z ds"><div class="iv ab ns ae"><div class="ab q nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Oct 31</span><div class="h k j i d"><div class="dq nt nu ab q"><div class="fm nv nw ab q nx"><div class="ax nu ny l fo"></div></div><a class="fm kw nw ab q nx" tabindex="-1" rel="noopener follow" href="/towards-data-science/how-to-specialize-in-data-science-machine-learning-9e62418bae09?source=user_profile_page---------6-------------1cac491223b2---------------"><div><div class="ab" aria-hidden="false"><div class="ab q gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>7</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F9e62418bae09&operation=register&redirect=https%3A%2F%2Ftowardsdatascience.com%2Fhow-to-specialize-in-data-science-machine-learning-9e62418bae09&source=---------6-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob oc" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="od oe of og oh l"><div aria-label="How To Specialize In Data Science / Machine Learning"><div class="j i d"><img alt="How To Specialize In Data Science / Machine Learning" class="bx lu" src="https://miro.medium.com/v2/da:true/resize:fill:160:106/0*Fi9zrIwA2QbaTDUc" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="How To Specialize In Data Science / Machine Learning" class="bx lu" src="https://miro.medium.com/v2/da:true/resize:fill:320:214/0*Fi9zrIwA2QbaTDUc" width="160" height="107" loading="lazy"/></div></div></div></div><div class="oi j i d"><span class="bf b dt z ds"><div class="iv ab ns ae"><div class="ab q nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Oct 31</span><div class="h k j i d"><div class="dq nt nu ab q"><div class="fm nv nw ab q nx"><div class="ax nu ny l fo"></div></div><a class="fm kw nw ab q nx" tabindex="-1" rel="noopener follow" href="/towards-data-science/how-to-specialize-in-data-science-machine-learning-9e62418bae09?source=user_profile_page---------6-------------1cac491223b2---------------"><div><div class="ab" aria-hidden="false"><div class="ab q gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>7</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F9e62418bae09&operation=register&redirect=https%3A%2F%2Ftowardsdatascience.com%2Fhow-to-specialize-in-data-science-machine-learning-9e62418bae09&source=---------6-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob oc" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="oj bh r ok ol om on oo"></div></div></div></div></div></article></div></div></div><div class="ab cn"><div class="hj bh hk hl hm hn"><div class="op bh l"><article class=""><div class="lf l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/towards-data-science/4-years-of-data-science-in-8-minutes-6ea5b10f0192" tabindex="0"><div class="bh lk ll lm ln"><div class="ab"><div class="lo lp lq lr ls ab q"><div class="lt l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/towards-data-science?source=user_profile_page---------7-------------1cac491223b2---------------" rel="noopener follow"><div class="dq ab"><img alt="Towards Data Science" class="lu gn go fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*CJe3891yB1A1mzMdqemkdg.jpeg" width="20" height="20" loading="lazy"/><div class="lu l go gn fm n fl fn"></div></div></a></div></div></div><div class="lv l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lw ab q" href="https://medium.com/towards-data-science?source=user_profile_page---------7-------------1cac491223b2---------------" rel="noopener follow"><p class="bf b dt z jw lx jx jy ly jz lz ka bk">Towards Data Science</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="ma mb mc md me mf mg mh mi mj"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/towards-data-science/4-years-of-data-science-in-8-minutes-6ea5b10f0192?source=user_profile_page---------7-------------1cac491223b2---------------"><h2 class="bf mk ml mm mn ja mo mp mq mr jf ms jh ji mt mu jl mv mw mx my mz na nb nc nd ne jw jx jy jz ka bk">4 Years of Data Science in 8 Minutes</h2><div class="nf"><h3 class="bf b ge z jw ng jx jy nh jz ka ds">What I have learned in my 4+ year journey of studying data science</h3></div></a></div><div class="h k"><div class="ni nj nk nl nm nn no np nq nr l"><span class="bf b dt z ds"><div class="iv ab ns ae"><div class="ab q nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Oct 24</span><div class="h k j i d"><div class="dq nt nu ab q"><div class="fm nv nw ab q nx"><div class="ax nu ny l fo"></div></div><a class="fm kw nw ab q nx" tabindex="-1" rel="noopener follow" href="/towards-data-science/4-years-of-data-science-in-8-minutes-6ea5b10f0192?source=user_profile_page---------7-------------1cac491223b2---------------"><div><div class="ab" aria-hidden="false"><div class="ab q gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>20</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F6ea5b10f0192&operation=register&redirect=https%3A%2F%2Ftowardsdatascience.com%2F4-years-of-data-science-in-8-minutes-6ea5b10f0192&source=---------7-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob oc" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="od oe of og oh l"><div aria-label="4 Years of Data Science in 8 Minutes"><div class="j i d"><img alt="4 Years of Data Science in 8 Minutes" class="bx lu" src="https://miro.medium.com/v2/da:true/resize:fill:160:106/0*iWBZ3h1DM4ClG9oW" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="4 Years of Data Science in 8 Minutes" class="bx lu" src="https://miro.medium.com/v2/da:true/resize:fill:320:214/0*iWBZ3h1DM4ClG9oW" width="160" height="107" loading="lazy"/></div></div></div></div><div class="oi j i d"><span class="bf b dt z ds"><div class="iv ab ns ae"><div class="ab q nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Oct 24</span><div class="h k j i d"><div class="dq nt nu ab q"><div class="fm nv nw ab q nx"><div class="ax nu ny l fo"></div></div><a class="fm kw nw ab q nx" tabindex="-1" rel="noopener follow" href="/towards-data-science/4-years-of-data-science-in-8-minutes-6ea5b10f0192?source=user_profile_page---------7-------------1cac491223b2---------------"><div><div class="ab" aria-hidden="false"><div class="ab q gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>20</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F6ea5b10f0192&operation=register&redirect=https%3A%2F%2Ftowardsdatascience.com%2F4-years-of-data-science-in-8-minutes-6ea5b10f0192&source=---------7-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob oc" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="oj bh r ok ol om on oo"></div></div></div></div></div></article></div></div></div><div class="ab cn"><div class="hj bh hk hl hm hn"><div class="op bh l"><article class=""><div class="lf l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/towards-data-science/linked-lists-data-structures-algorithms-for-data-scientists-e559d08e0144" tabindex="0"><div class="bh lk ll lm ln"><div class="ab"><div class="lo lp lq lr ls ab q"><div class="lt l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/towards-data-science?source=user_profile_page---------8-------------1cac491223b2---------------" rel="noopener follow"><div class="dq ab"><img alt="Towards Data Science" class="lu gn go fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*CJe3891yB1A1mzMdqemkdg.jpeg" width="20" height="20" loading="lazy"/><div class="lu l go gn fm n fl fn"></div></div></a></div></div></div><div class="lv l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lw ab q" href="https://medium.com/towards-data-science?source=user_profile_page---------8-------------1cac491223b2---------------" rel="noopener follow"><p class="bf b dt z jw lx jx jy ly jz lz ka bk">Towards Data Science</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="ma mb mc md me mf mg mh mi mj"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/towards-data-science/linked-lists-data-structures-algorithms-for-data-scientists-e559d08e0144?source=user_profile_page---------8-------------1cac491223b2---------------"><h2 class="bf mk ml mm mn ja mo mp mq mr jf ms jh ji mt mu jl mv mw mx my mz na nb nc nd ne jw jx jy jz ka bk">Linked Lists — Data Structures & Algorithms for Data Scientists</h2><div class="nf"><h3 class="bf b ge z jw ng jx jy nh jz ka ds">How linked lists and queues work under the hood</h3></div></a></div><div class="h k"><div class="ni nj nk nl nm nn no np nq nr l"><span class="bf b dt z ds"><div class="iv ab ns ae"><div class="ab q nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Oct 21</span><div class="h k j i d"><div class="dq nt nu ab q"><div class="fm nv nw ab q nx"><div class="ax nu ny l fo"></div></div><a class="fm kw nw ab q nx" tabindex="-1" rel="noopener follow" href="/towards-data-science/linked-lists-data-structures-algorithms-for-data-scientists-e559d08e0144?source=user_profile_page---------8-------------1cac491223b2---------------"><div><div class="ab" aria-hidden="false"><div class="ab q gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>3</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fe559d08e0144&operation=register&redirect=https%3A%2F%2Ftowardsdatascience.com%2Flinked-lists-data-structures-algorithms-for-data-scientists-e559d08e0144&source=---------8-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob oc" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="od oe of og oh l"><div aria-label="Linked Lists — Data Structures & Algorithms for Data Scientists"><div class="j i d"><img alt="Linked Lists — Data Structures & Algorithms for Data Scientists" class="bx lu" src="https://miro.medium.com/v2/da:true/resize:fill:160:106/0*r_a6uQ057ayFuL3i" width="80" height="53" loading="lazy"/></div><div class="h k"><img alt="Linked Lists — Data Structures & Algorithms for Data Scientists" class="bx lu" src="https://miro.medium.com/v2/da:true/resize:fill:320:214/0*r_a6uQ057ayFuL3i" width="160" height="107" loading="lazy"/></div></div></div></div><div class="oi j i d"><span class="bf b dt z ds"><div class="iv ab ns ae"><div class="ab q nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Oct 21</span><div class="h k j i d"><div class="dq nt nu ab q"><div class="fm nv nw ab q nx"><div class="ax nu ny l fo"></div></div><a class="fm kw nw ab q nx" tabindex="-1" rel="noopener follow" href="/towards-data-science/linked-lists-data-structures-algorithms-for-data-scientists-e559d08e0144?source=user_profile_page---------8-------------1cac491223b2---------------"><div><div class="ab" aria-hidden="false"><div class="ab q gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>3</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2Fe559d08e0144&operation=register&redirect=https%3A%2F%2Ftowardsdatascience.com%2Flinked-lists-data-structures-algorithms-for-data-scientists-e559d08e0144&source=---------8-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob oc" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="oj bh r ok ol om on oo"></div></div></div></div></div></article></div></div></div><div class="ab cn"><div class="hj bh hk hl hm hn"><div class="op bh l"><article class=""><div class="lf l"><div class="bh dp"><div class="l"><div class="bh l"><div style="position:relative;display:flex" role="link" data-href="https://medium.com/towards-data-science/common-misconceptions-about-data-science-4978963ba98c" tabindex="0"><div class="bh lk ll lm ln"><div class="ab"><div class="lo lp lq lr ls ab q"><div class="lt l"><div><div class="l" aria-hidden="false"><a href="https://medium.com/towards-data-science?source=user_profile_page---------9-------------1cac491223b2---------------" rel="noopener follow"><div class="dq ab"><img alt="Towards Data Science" class="lu gn go fo" src="https://miro.medium.com/v2/resize:fill:40:40/1*CJe3891yB1A1mzMdqemkdg.jpeg" width="20" height="20" loading="lazy"/><div class="lu l go gn fm n fl fn"></div></div></a></div></div></div><div class="lv l"><p class="bf b dt z ds">Published in</p></div><div class="l"><div><div class="l" aria-hidden="false"><a class="af ag ah ai aj ak al am an ao ap aq ar lw ab q" href="https://medium.com/towards-data-science?source=user_profile_page---------9-------------1cac491223b2---------------" rel="noopener follow"><p class="bf b dt z jw lx jx jy ly jz lz ka bk">Towards Data Science</p></a></div></div></div></div></div><div class="ab"><div class="l cl gb"><div class="ma mb mc md me mf mg mh mi mj"><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/towards-data-science/common-misconceptions-about-data-science-4978963ba98c?source=user_profile_page---------9-------------1cac491223b2---------------"><h2 class="bf mk ml mm mn ja mo mp mq mr jf ms jh ji mt mu jl mv mw mx my mz na nb nc nd ne jw jx jy jz ka bk">Common Misconceptions About Data Science</h2><div class="nf"><h3 class="bf b ge z jw ng jx jy nh jz ka ds">Data science advice that you should question</h3></div></a></div><div class="h k"><div class="ni nj nk nl nm nn no np nq nr l"><span class="bf b dt z ds"><div class="iv ab ns ae"><div class="ab q nx"><div class="lf ab"><div class="bm" aria-hidden="false"><button class="l ay ao am" aria-label="Member-only story"><div class=""><div><div class="bm" aria-hidden="false"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="none" viewBox="0 0 64 64"><path fill="#FFC017" d="m39.637 40.831-5.771 15.871a1.99 1.99 0 0 1-3.732 0l-5.771-15.87a2.02 2.02 0 0 0-1.194-1.195L7.298 33.866a1.99 1.99 0 0 1 0-3.732l15.87-5.771a2.02 2.02 0 0 0 1.195-1.194l5.771-15.871a1.99 1.99 0 0 1 3.732 0l5.771 15.87a2.02 2.02 0 0 0 1.194 1.195l15.871 5.771a1.99 1.99 0 0 1 0 3.732l-15.87 5.771a2.02 2.02 0 0 0-1.195 1.194"></path></svg></div></div></div></button></div></div><span>Oct 11</span><div class="h k j i d"><div class="dq nt nu ab q"><div class="fm nv nw ab q nx"><div class="ax nu ny l fo"></div></div><a class="fm kw nw ab q nx" tabindex="-1" rel="noopener follow" href="/towards-data-science/common-misconceptions-about-data-science-4978963ba98c?source=user_profile_page---------9-------------1cac491223b2---------------"><div><div class="ab" aria-hidden="false"><div class="ab q gl"><svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" fill="#6B6B6B" viewBox="0 0 16 16"><path fill="#6B6B6B" d="M12.344 11.458A5.28 5.28 0 0 0 14 7.526C14 4.483 11.391 2 8.051 2S2 4.483 2 7.527c0 3.051 2.712 5.526 6.059 5.526a6.6 6.6 0 0 0 1.758-.236q.255.223.554.414c.784.51 1.626.768 2.512.768a.37.37 0 0 0 .355-.214.37.37 0 0 0-.03-.384 4.7 4.7 0 0 1-.857-1.958v.014z"></path></svg><span>8</span></div></div></div></a></div></div></div><div class="ab q nz oa"><div class="h k j i d"><div><div class="bm" aria-hidden="false"><span><a class="af ag ah ai aj ak al am an ao ap aq ar as at" rel="noopener follow" href="/m/signin?actionUrl=https%3A%2F%2Fmedium.com%2F_%2Fbookmark%2Fp%2F4978963ba98c&operation=register&redirect=https%3A%2F%2Ftowardsdatascience.com%2Fcommon-misconceptions-about-data-science-4978963ba98c&source=---------9-------------1cac491223b2----bookmark_preview-----------"><svg xmlns="http://www.w3.org/2000/svg" width="25" height="25" fill="none" viewBox="0 0 25 25" class="ds ob oc" aria-label="Add to list bookmark button"><path fill="currentColor" d="M18 2.5a.5.5 0 0 1 1 0V5h2.5a.5.5 0 0 1 0 1H19v2.5a.5.5 0 1 1-1 0V6h-2.5a.5.5 0 0 1 0-1H18zM7 7a1 1 0 0 1 1-1h3.5a.5.5 0 0 0 0-1H8a2 2 0 0 0-2 2v14a.5.5 0 0 0 .805.396L12.5 17l5.695 4.396A.5.5 0 0 0 19 21v-8.5a.5.5 0 0 0-1 0v7.485l-5.195-4.012a.5.5 0 0 0-.61 0L7 19.985z"></path></svg></a></span></div></div></div></div></div></span></div></div></div><div class="od oe of og oh l"><div aria-label="Common Misconceptions About Data Science"><div class="j i d"><img alt="Common Misconceptions About Data Science" class="bx lu" 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