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class="sc-ace17a57-0 sc-8a9179cd-0 fvbMGK"><img alt="AI Voice Generator" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="sc-ccbecc8e-8 glZbHi" style="color:transparent;object-fit:cover" src="https://www.datocms-assets.com/96965/1728060689-podcast.svg"/></div></div><span font-size="textSm" class="sc-b323b31-0 sc-ccbecc8e-15 fmcyDO fVdFLv">AI Voice Generator</span></div></a><a rel="" target="" class="sc-e69ac761-0 bkHGsI sc-ccbecc8e-11 kfYbEJ" href="/free-transcription"><div class="sc-ace17a57-0 ldePaW"><div width="28px" height="28px" class="sc-6293d692-0 sc-ccbecc8e-1 ipShUF uoMRC"><div width="100%" height="100%" class="sc-ace17a57-0 sc-8a9179cd-0 fvbMGK"><img alt="Transcription Tool" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="sc-ccbecc8e-8 glZbHi" style="color:transparent;object-fit:cover" src="https://www.datocms-assets.com/96965/1728060712-transcription.svg"/></div></div><span font-size="textSm" class="sc-b323b31-0 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MuiButton-colorSecondary MuiButton-root MuiButton-text MuiButton-textSecondary MuiButton-sizeMedium MuiButton-textSizeMedium MuiButton-colorSecondary sc-e9f77498-0 jqUOXh sc-c694acc0-0 sc-6174bbde-0 bZUcCS css-fpebtr" tabindex="0" type="button" href="https://console.deepgram.com/" target="_self" id="108492178" __typename="ComponentCallToActionRecord"><span class="sc-b323b31-0 btXZGI button-label" display="inline-flex"><span>Log In</span></span></a><style data-emotion="css 1bdwwjo">.css-1bdwwjo{font-family:"Inter",sans-serif;font-size:0.875rem;line-height:1.75rem;font-weight:700;text-transform:uppercase;min-width:64px;padding:6px 16px;border-radius:4px;-webkit-transition:background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;transition:background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;box-shadow:0px 3px 1px -2px rgba(0,0,0,0.2),0px 2px 2px 0px rgba(0,0,0,0.14),0px 1px 5px 0px rgba(0,0,0,0.12);min-width:0;text-transform:capitalize;font-weight:600;border-radius:4px;font-size:1rem;padding-left:2rem;padding-right:2rem;-webkit-transition:unset;transition:unset;white-space:nowrap;position:relative;font-size:1rem;line-height:2;padding-left:1.25rem;padding-right:1.25rem;background:#0B0B0C;color:#ffffff;border:1px solid #ffffff;}.css-1bdwwjo:hover{-webkit-text-decoration:none;text-decoration:none;box-shadow:0px 2px 4px -1px rgba(0,0,0,0.2),0px 4px 5px 0px rgba(0,0,0,0.14),0px 1px 10px 0px rgba(0,0,0,0.12);}.css-1bdwwjo:active{box-shadow:0px 5px 5px -3px rgba(0,0,0,0.2),0px 8px 10px 1px rgba(0,0,0,0.14),0px 3px 14px 2px rgba(0,0,0,0.12);}.css-1bdwwjo.Mui-focusVisible{box-shadow:0px 3px 5px -1px rgba(0,0,0,0.2),0px 6px 10px 0px rgba(0,0,0,0.14),0px 1px 18px 0px rgba(0,0,0,0.12);}.css-1bdwwjo.Mui-disabled{color:rgba(0, 0, 0, 0.26);box-shadow:none;background-color:rgba(0, 0, 0, 0.12);}.css-1bdwwjo::before{content:"";position:absolute;width:100%;height:100%;top:-1px;left:-1px;z-index:0;opacity:0;-webkit-transition:opacity 100ms ease-in-out,background-position 400ms ease-in-out;transition:opacity 100ms ease-in-out,background-position 400ms ease-in-out;border-radius:4px;box-sizing:content-box;padding:1px;}.css-1bdwwjo::before{background:linear-gradient(to right, #A9A9AD, #FBFBFF, #A9A9AD, #FBFBFF);-webkit-background-size:300% 100%;background-size:300% 100%;}.css-1bdwwjo:hover{color:#0B0B0C;box-shadow:0px 1px 2px rgba(38, 44, 52, 0.05);background:#0B0B0C;}.css-1bdwwjo:hover::before{opacity:1;-webkit-background-position:100% 0;background-position:100% 0;}.css-1bdwwjo:focus{background:#0B0B0C;border-color:#ffffff;box-shadow:0px 1px 2px rgba(16, 24, 40, 0.05),0px 0px 0px 2px #687EF7;}.css-1bdwwjo.Mui-disabled{background:#2C2C33;border-color:transparent;color:#A9A9AD;}</style><style data-emotion="css bwl5uz">.css-bwl5uz{display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;position:relative;box-sizing:border-box;-webkit-tap-highlight-color:transparent;background-color:transparent;outline:0;border:0;margin:0;border-radius:0;padding:0;cursor:pointer;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;vertical-align:middle;-moz-appearance:none;-webkit-appearance:none;-webkit-text-decoration:none;text-decoration:none;color:inherit;font-family:"Inter",sans-serif;font-size:0.875rem;line-height:1.75rem;font-weight:700;text-transform:uppercase;min-width:64px;padding:6px 16px;border-radius:4px;-webkit-transition:background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;transition:background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;box-shadow:0px 3px 1px -2px rgba(0,0,0,0.2),0px 2px 2px 0px rgba(0,0,0,0.14),0px 1px 5px 0px rgba(0,0,0,0.12);min-width:0;text-transform:capitalize;font-weight:600;border-radius:4px;font-size:1rem;padding-left:2rem;padding-right:2rem;-webkit-transition:unset;transition:unset;white-space:nowrap;position:relative;font-size:1rem;line-height:2;padding-left:1.25rem;padding-right:1.25rem;background:#0B0B0C;color:#ffffff;border:1px solid #ffffff;}.css-bwl5uz::-moz-focus-inner{border-style:none;}.css-bwl5uz.Mui-disabled{pointer-events:none;cursor:default;}@media print{.css-bwl5uz{-webkit-print-color-adjust:exact;color-adjust:exact;}}.css-bwl5uz:hover{-webkit-text-decoration:none;text-decoration:none;box-shadow:0px 2px 4px -1px rgba(0,0,0,0.2),0px 4px 5px 0px rgba(0,0,0,0.14),0px 1px 10px 0px rgba(0,0,0,0.12);}.css-bwl5uz:active{box-shadow:0px 5px 5px -3px rgba(0,0,0,0.2),0px 8px 10px 1px rgba(0,0,0,0.14),0px 3px 14px 2px rgba(0,0,0,0.12);}.css-bwl5uz.Mui-focusVisible{box-shadow:0px 3px 5px -1px rgba(0,0,0,0.2),0px 6px 10px 0px rgba(0,0,0,0.14),0px 1px 18px 0px rgba(0,0,0,0.12);}.css-bwl5uz.Mui-disabled{color:rgba(0, 0, 0, 0.26);box-shadow:none;background-color:rgba(0, 0, 0, 0.12);}.css-bwl5uz::before{content:"";position:absolute;width:100%;height:100%;top:-1px;left:-1px;z-index:0;opacity:0;-webkit-transition:opacity 100ms ease-in-out,background-position 400ms ease-in-out;transition:opacity 100ms ease-in-out,background-position 400ms ease-in-out;border-radius:4px;box-sizing:content-box;padding:1px;}.css-bwl5uz::before{background:linear-gradient(to right, #A9A9AD, #FBFBFF, #A9A9AD, #FBFBFF);-webkit-background-size:300% 100%;background-size:300% 100%;}.css-bwl5uz:hover{color:#0B0B0C;box-shadow:0px 1px 2px rgba(38, 44, 52, 0.05);background:#0B0B0C;}.css-bwl5uz:hover::before{opacity:1;-webkit-background-position:100% 0;background-position:100% 0;}.css-bwl5uz:focus{background:#0B0B0C;border-color:#ffffff;box-shadow:0px 1px 2px rgba(16, 24, 40, 0.05),0px 0px 0px 2px #687EF7;}.css-bwl5uz.Mui-disabled{background:#2C2C33;border-color:transparent;color:#A9A9AD;}</style><a class="MuiButtonBase-root MuiButton-root MuiButton-contained MuiButton-containedBlack MuiButton-sizeMedium MuiButton-containedSizeMedium MuiButton-colorBlack MuiButton-root MuiButton-contained MuiButton-containedBlack MuiButton-sizeMedium MuiButton-containedSizeMedium MuiButton-colorBlack sc-e9f77498-0 kOsYFK 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rgba(0,0,0,0.2),0px 2px 2px 0px rgba(0,0,0,0.14),0px 1px 5px 0px rgba(0,0,0,0.12);min-width:0;text-transform:capitalize;font-weight:600;border-radius:4px;font-size:1rem;padding-left:2rem;padding-right:2rem;-webkit-transition:unset;transition:unset;white-space:nowrap;position:relative;font-size:1rem;line-height:2;padding-left:1.25rem;padding-right:1.25rem;background-color:#ffffff;color:#0B0B0C;border:1px solid #ffffff;}.css-1ocmnfc:hover{-webkit-text-decoration:none;text-decoration:none;background-color:#00BB49;box-shadow:0px 2px 4px -1px rgba(0,0,0,0.2),0px 4px 5px 0px rgba(0,0,0,0.14),0px 1px 10px 0px rgba(0,0,0,0.12);}@media (hover: none){.css-1ocmnfc:hover{background-color:#00E062;}}.css-1ocmnfc:active{box-shadow:0px 5px 5px -3px rgba(0,0,0,0.2),0px 8px 10px 1px rgba(0,0,0,0.14),0px 3px 14px 2px rgba(0,0,0,0.12);}.css-1ocmnfc.Mui-focusVisible{box-shadow:0px 3px 5px -1px rgba(0,0,0,0.2),0px 6px 10px 0px rgba(0,0,0,0.14),0px 1px 18px 0px rgba(0,0,0,0.12);}.css-1ocmnfc.Mui-disabled{color:rgba(0, 0, 0, 0.26);box-shadow:none;background-color:rgba(0, 0, 0, 0.12);}.css-1ocmnfc::before{content:"";position:absolute;width:100%;height:100%;top:-1px;left:-1px;z-index:0;opacity:0;-webkit-transition:opacity 100ms ease-in-out,background-position 400ms ease-in-out;transition:opacity 100ms ease-in-out,background-position 400ms ease-in-out;border-radius:4px;box-sizing:content-box;padding:1px;}.css-1ocmnfc::before{background:linear-gradient(to right, #008fc1, #00f099, #008fc1, #00f099);-webkit-background-size:300% 100%;background-size:300% 100%;}.css-1ocmnfc:hover{color:#0B0B0C;box-shadow:0px 1px 2px rgba(38, 44, 52, 0.05);background:#ffffff;}.css-1ocmnfc:hover::before{opacity:1;-webkit-background-position:100% 0;background-position:100% 0;}.css-1ocmnfc:focus{background:#ffffff;box-shadow:0px 1px 2px rgba(16, 24, 40, 0.05),0px 0px 0px 2px #687EF7;border-color:#ffffff;}.css-1ocmnfc.Mui-disabled{background:#2C2C33;color:#A9A9AD;}</style><style data-emotion="css jc0g8l">.css-jc0g8l{display:-webkit-inline-box;display:-webkit-inline-flex;display:-ms-inline-flexbox;display:inline-flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;position:relative;box-sizing:border-box;-webkit-tap-highlight-color:transparent;background-color:transparent;outline:0;border:0;margin:0;border-radius:0;padding:0;cursor:pointer;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;vertical-align:middle;-moz-appearance:none;-webkit-appearance:none;-webkit-text-decoration:none;text-decoration:none;color:inherit;font-family:"Inter",sans-serif;font-size:0.875rem;line-height:1.75rem;font-weight:700;text-transform:uppercase;min-width:64px;padding:6px 16px;border-radius:4px;-webkit-transition:background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;transition:background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;color:rgba(0, 0, 0, 0.87);background-color:#00E062;box-shadow:0px 3px 1px -2px rgba(0,0,0,0.2),0px 2px 2px 0px rgba(0,0,0,0.14),0px 1px 5px 0px rgba(0,0,0,0.12);min-width:0;text-transform:capitalize;font-weight:600;border-radius:4px;font-size:1rem;padding-left:2rem;padding-right:2rem;-webkit-transition:unset;transition:unset;white-space:nowrap;position:relative;font-size:1rem;line-height:2;padding-left:1.25rem;padding-right:1.25rem;background-color:#ffffff;color:#0B0B0C;border:1px solid #ffffff;}.css-jc0g8l::-moz-focus-inner{border-style:none;}.css-jc0g8l.Mui-disabled{pointer-events:none;cursor:default;}@media print{.css-jc0g8l{-webkit-print-color-adjust:exact;color-adjust:exact;}}.css-jc0g8l:hover{-webkit-text-decoration:none;text-decoration:none;background-color:#00BB49;box-shadow:0px 2px 4px -1px rgba(0,0,0,0.2),0px 4px 5px 0px rgba(0,0,0,0.14),0px 1px 10px 0px rgba(0,0,0,0.12);}@media (hover: none){.css-jc0g8l:hover{background-color:#00E062;}}.css-jc0g8l:active{box-shadow:0px 5px 5px -3px rgba(0,0,0,0.2),0px 8px 10px 1px rgba(0,0,0,0.14),0px 3px 14px 2px rgba(0,0,0,0.12);}.css-jc0g8l.Mui-focusVisible{box-shadow:0px 3px 5px -1px rgba(0,0,0,0.2),0px 6px 10px 0px rgba(0,0,0,0.14),0px 1px 18px 0px rgba(0,0,0,0.12);}.css-jc0g8l.Mui-disabled{color:rgba(0, 0, 0, 0.26);box-shadow:none;background-color:rgba(0, 0, 0, 0.12);}.css-jc0g8l::before{content:"";position:absolute;width:100%;height:100%;top:-1px;left:-1px;z-index:0;opacity:0;-webkit-transition:opacity 100ms ease-in-out,background-position 400ms ease-in-out;transition:opacity 100ms ease-in-out,background-position 400ms ease-in-out;border-radius:4px;box-sizing:content-box;padding:1px;}.css-jc0g8l::before{background:linear-gradient(to right, #008fc1, #00f099, #008fc1, #00f099);-webkit-background-size:300% 100%;background-size:300% 100%;}.css-jc0g8l:hover{color:#0B0B0C;box-shadow:0px 1px 2px rgba(38, 44, 52, 0.05);background:#ffffff;}.css-jc0g8l:hover::before{opacity:1;-webkit-background-position:100% 0;background-position:100% 0;}.css-jc0g8l:focus{background:#ffffff;box-shadow:0px 1px 2px rgba(16, 24, 40, 0.05),0px 0px 0px 2px #687EF7;border-color:#ffffff;}.css-jc0g8l.Mui-disabled{background:#2C2C33;color:#A9A9AD;}</style><a class="MuiButtonBase-root MuiButton-root MuiButton-contained MuiButton-containedPrimary MuiButton-sizeMedium MuiButton-containedSizeMedium MuiButton-colorPrimary MuiButton-root MuiButton-contained MuiButton-containedPrimary MuiButton-sizeMedium 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0ms;color:#00E062;min-width:0;text-transform:capitalize;font-weight:600;border-radius:4px;font-size:1rem;padding-left:2rem;padding-right:2rem;-webkit-transition:unset;transition:unset;white-space:nowrap;position:relative;font-size:1rem;line-height:2;padding-left:1.25rem;padding-right:1.25rem;color:#79AFFA;padding:0;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;}.css-nn4omm:hover{-webkit-text-decoration:none;text-decoration:none;background-color:rgba(0, 224, 98, 0.04);}@media (hover: none){.css-nn4omm:hover{background-color:transparent;}}.css-nn4omm.Mui-disabled{color:rgba(0, 0, 0, 0.26);}.css-nn4omm::before{content:"";position:absolute;width:100%;height:100%;top:-1px;left:-1px;z-index:0;opacity:0;-webkit-transition:opacity 100ms ease-in-out,background-position 400ms ease-in-out;transition:opacity 100ms ease-in-out,background-position 400ms 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Reinforcement Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/differential-privacy"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Differential Privacy</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/dimensionality-reduction"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Dimensionality Reduction</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/embedding-layer"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Embedding Layer</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/emergent-behavior"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Emergent Behavior</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/entropy"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Entropy in Machine Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/ethical-ai"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Ethical AI</span></a><a class="sc-a5efd4f9-3 bqIEct" 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ehRkYB">Models</span></a></div><div display="flex" class="sc-ace17a57-0 ccgMNq"><div class="sc-ace17a57-0 fRZJvV"><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/ai-voice-agents"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">AI Voice Agents</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/alphago"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">AlphaGo</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/alphago-zero"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">AlphaGo Zero</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/autoregressive-model"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Autoregressive Model</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/bert"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">BERT</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/chatgpt"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">ChatGPT</span></a><a class="sc-a5efd4f9-3 bqIEct" 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class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/generative-teaching-networks"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Generative Teaching Networks</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/google-bard"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Google's Bard</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/hidden-markov-models"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Hidden Markov Models (HMMs)</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/human-centered-ai"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Human-centered AI</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/inference-engine"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Inference Engine</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/large-language-model"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Large Language Model (LLM)</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/llama-2"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Llama 2</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/limited-memory-ai"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Limited Memory AI</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/llm-collection"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">LLM Collection</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/mamba"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Mamba</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/metacognitive-learning-models"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Metacognitive Learning Models </span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/midjourney-image-generation"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Midjourney (Image Generation)</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/mistral"><span font-size="textSm" class="sc-b323b31-0 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0ms,color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;transition:background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;color:#00E062;min-width:0;text-transform:capitalize;font-weight:600;border-radius:4px;font-size:1rem;padding-left:2rem;padding-right:2rem;-webkit-transition:unset;transition:unset;white-space:nowrap;position:relative;font-size:1rem;line-height:2;padding-left:1.25rem;padding-right:1.25rem;color:#79AFFA;padding:0;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;}.css-nn4omm:hover{-webkit-text-decoration:none;text-decoration:none;background-color:rgba(0, 224, 98, 0.04);}@media (hover: none){.css-nn4omm:hover{background-color:transparent;}}.css-nn4omm.Mui-disabled{color:rgba(0, 0, 0, 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0ms,border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;transition:background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;color:#00E062;min-width:0;text-transform:capitalize;font-weight:600;border-radius:4px;font-size:1rem;padding-left:2rem;padding-right:2rem;-webkit-transition:unset;transition:unset;white-space:nowrap;position:relative;font-size:1rem;line-height:2;padding-left:1.25rem;padding-right:1.25rem;color:#79AFFA;padding:0;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;}.css-1dhhcy1::-moz-focus-inner{border-style:none;}.css-1dhhcy1.Mui-disabled{pointer-events:none;cursor:default;}@media 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ehRkYB">Packages</span></a></div><div display="flex" class="sc-ace17a57-0 ccgMNq"><div class="sc-ace17a57-0 fRZJvV"><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/cognitive-architectures"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Cognitive Architectures</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/keras"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Keras</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/matplotlib"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Matplotlib</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/mlops"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">MLOps</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/natural-language-toolkit-nltk"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Natural Language Toolkit (NLTK)</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/numpy"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">NumPy</span></a><a class="sc-a5efd4f9-3 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nn4omm">.css-nn4omm{font-family:"Inter",sans-serif;font-size:0.875rem;line-height:1.75rem;font-weight:700;text-transform:uppercase;min-width:64px;padding:6px 8px;border-radius:4px;-webkit-transition:background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;transition:background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,color 250ms cubic-bezier(0.4, 0, 0.2, 1) 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0ms,border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;transition:background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;color:#00E062;min-width:0;text-transform:capitalize;font-weight:600;border-radius:4px;font-size:1rem;padding-left:2rem;padding-right:2rem;-webkit-transition:unset;transition:unset;white-space:nowrap;position:relative;font-size:1rem;line-height:2;padding-left:1.25rem;padding-right:1.25rem;color:#79AFFA;padding:0;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;}.css-1dhhcy1::-moz-focus-inner{border-style:none;}.css-1dhhcy1.Mui-disabled{pointer-events:none;cursor:default;}@media 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class="MuiButtonBase-root MuiButton-root MuiButton-text MuiButton-textPrimary MuiButton-sizeMedium MuiButton-textSizeMedium MuiButton-colorPrimary MuiButton-root MuiButton-text MuiButton-textPrimary MuiButton-sizeMedium MuiButton-textSizeMedium MuiButton-colorPrimary sc-e9f77498-0 bvYSja sc-a5efd4f9-0 XHEAM css-1dhhcy1" tabindex="0" type="button" href="" target="_self" data-is-expanded="true"><span class="sc-b323b31-0 btXZGI button-label" display="inline-flex"><span display="inline-flex" class="sc-b323b31-0 bZmEHx"><svg stroke="currentColor" fill="currentColor" stroke-width="0" viewBox="0 0 512 512" color="#fff" style="color:#fff" height="16" width="16" xmlns="http://www.w3.org/2000/svg"><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"></path></svg></span></span></button><a href="/ai-glossary/techniques"><span font-size="textSm" class="sc-b323b31-0 ehRkYB">Techniques</span></a></div><div display="flex" class="sc-ace17a57-0 ccgMNq"><div class="sc-ace17a57-0 fRZJvV"><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/acoustic-models"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Acoustic Models</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/activation-functions"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Activation Functions</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/adagrad"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">AdaGrad</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/ai-alignment"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">AI Alignment</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/ai-emotion-recognition"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">AI Emotion Recognition</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/ai-guardrails"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">AI Guardrails</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/ai-speech-enhancement"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">AI Speech Enhancement</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/articulatory-synthesis"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Articulatory Synthesis</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/association-rule-learning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Association Rule Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/attention-mechanisms"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Attention Mechanisms</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/augmented-intelligence"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Augmented Intelligence</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/auto-classification"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Auto Classification</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/autoencoder"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Autoencoder</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/autoregressive-model"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Autoregressive Model</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/batch-gradient-descent"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Batch Gradient Descent</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/beam-search-algorithm"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Beam Search Algorithm</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/benchmarking"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Benchmarking</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/boosting"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Boosting in Machine Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/candidate-sampling"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Candidate Sampling</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/capsule-neural-network"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Capsule Neural Network</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/causal-inference"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Causal Inference</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/classification"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Classification</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/clustering-algorithms"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Clustering Algorithms</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/cognitive-computing"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Cognitive Computing</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/cognitive-map"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Cognitive Map</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/collaborative-filtering"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Collaborative Filtering</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/computational-creativity"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Computational Creativity</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/computational-lingustics"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Computational Linguistics</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/computational-phenotyping"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Computational Phenotyping</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/computational-semantics"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Computational Semantics</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/conditional-variational-autoencoders"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Conditional Variational Autoencoders</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/concatenative-synthesis"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Concatenative Synthesis</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/confidence-intervals"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Confidence Intervals in Machine Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/context-aware-computing"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Context-Aware Computing</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/contrastive-learning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Contrastive Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/cross-validation"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Cross Validation in Machine Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/cure-algorithm"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">CURE Algorithm</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/data-augmentation"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Data Augmentation</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/data-drift"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Data Drift</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/decision-intelligence"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Decision Intelligence</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/decision-tree"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Decision Tree</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/deepfake-detection"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Deepfake Detection</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/diffusion"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Diffusion</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/domain-adaptation"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Domain Adaptation</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/double-descent"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Double Descent</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/end-to-end-learning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">End-to-end Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/ensemble-learning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Ensemble Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/epoch"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Epoch in Machine Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/evolutionary-algorithms"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Evolutionary Algorithms</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/expectation-maximization"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Expectation Maximization</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/feature-learning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Feature Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/feature-selection"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Feature Selection</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/feature-store-for-machine-learning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Feature Store for Machine Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/federated-learning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Federated Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/few-shot-learning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Few Shot Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/flajolet-martin-algorithm"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Flajolet-Martin Algorithm</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/forward-propagation"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Forward Propagation</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/gaussian-processes"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Gaussian Processes</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/generative-adversarial-networks"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Generative Adversarial Networks (GANs)</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/genetic-algorithms"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Genetic Algorithms in AI</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/gradient-boosting-machines"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Gradient Boosting Machines (GBMs)</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/gradient-clipping"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Gradient Clipping</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/gradient-scaling"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Gradient Scaling</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/grapheme-to-phoneme-conversion-g2p"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Grapheme-to-Phoneme Conversion (G2P)</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/grounding"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Grounding</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/human-in-the-loop-ai"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Human-in-the-Loop AI</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/hyperparameters"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Hyperparameters</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/homograph-disambiguation"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Homograph Disambiguation</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/hooke-jeeves-algorithm"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Hooke-Jeeves Algorithm</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/hybrid-ai"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Hybrid AI</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/image-recognition"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Image Recognition</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/incremental-learning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Incremental Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/inductive-bias"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Inductive Bias</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/information-retrieval"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Information Retrieval</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/instruction-tuning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Instruction Tuning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/keyphrase-extraction"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Keyphrase Extraction</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/knowledge-distillation"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Knowledge Distillation</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/knowledge-representation-and-reasoning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Knowledge Representation and Reasoning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/k-shingles"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">k-Shingles</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/latent-dirichlet-allocation"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Latent Dirichlet Allocation (LDA)</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/learning-to-rank"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Learning To Rank</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/learning-rate"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Learning Rate</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/logits"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Logits</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/machine-learning-life-cycle-management"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Machine Learning Life Cycle Management</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/machine-learning-preprocessing"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Machine Learning Preprocessing</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/machine-translation"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Machine Translation</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/Markov-decision-process"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Markov Decision Process</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/metaheuristic-algorithms"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Metaheuristic Algorithms</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/mixture-of-experts"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Mixture of Experts</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/model-interpretability"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Model Interpretability</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/monte-carlo-learning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Monte Carlo Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/multimodal-ai"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Multimodal AI</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/multi-task-learning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Multi-task Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/multitask-prompt-tuning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Multitask Prompt Tuning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/naive-bayes-classifier"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Naive Bayes Classifier</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/named-entity-recognition"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Named Entity Recognition</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/neural-radiance-fields"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Neural Radiance Fields</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/neural-style-transfer"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Neural Style Transfer</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/neural-text-to-speech-ntts"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Neural Text-to-Speech (NTTS)</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/one-shot-learning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">One-Shot Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/online-gradient-descent"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Online Gradient Descent</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/out-of-distribution-detection"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Out-of-Distribution Detection</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/overfitting-underfitting"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Overfitting and Underfitting</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/parametric-neural-networks%C2%A0"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Parametric Neural Networks </span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/part-of-speech-tagging"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Part-of-Speech Tagging</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/pooling-machine-learning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Pooling (Machine Learning)</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/principal-component-analysis"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Principal Component Analysis</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/prompt-chaining"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Prompt Chaining</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/prompt-engineering"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Prompt Engineering</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/prompt-tuning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Prompt Tuning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/quantum-machine-learning-algorithms"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Quantum Machine Learning Algorithms</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/random-forest"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Random Forest</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/rectified-linear-unit-relu"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Rectified Linear Unit (ReLU)</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/regularization"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Regularization</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/representation-learning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Representation Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/restricted-boltzmann-machines"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Restricted Boltzmann Machines</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/retrieval-augmented-generation"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Retrieval-Augmented Generation (RAG)</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/rlhf"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">RLHF</span></a><a 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href="/ai-glossary/spike-neural-networks"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Spike Neural Networks</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/statistical-relational-learning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Statistical Relational Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/symbolic-ai"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Symbolic AI</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/topic-modeling"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Topic Modeling</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/tokenization"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Tokenization</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/transfer-learning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Transfer Learning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/vanishing-and-exploding-gradients"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Vanishing and Exploding Gradients</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/voice-cloning"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Voice Cloning</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/winnow-algorithm"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Winnow Algorithm</span></a><a class="sc-a5efd4f9-3 bqIEct" href="/ai-glossary/word-embeddings"><span font-size="textSm" class="sc-b323b31-0 kkmEpu">Word Embeddings</span></a></div></div></div></div></div></div></div><div class="sc-ace17a57-0 sc-b0b12ba1-0 XkvjQ fuCeZM glossary-content-wrapper"><div class="sc-ace17a57-0 fcAacB"><div class="sc-ace17a57-0 kaqeJl"><span font-size="textMd" class="sc-b323b31-0 iicjfc">Last updated on February 29, 2024</span><span font-size="textMd" class="sc-b323b31-0 iicjfc">2 min read</span></div><div class="sc-ace17a57-0 sc-a9e50569-0 dJCIVv flEjfn"><h1 font-size="displaySm" letter-spacing="neg2" font-weight="semiBold" 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class="MuiButtonBase-root MuiButton-root MuiButton-text MuiButton-textPrimary MuiButton-sizeMedium MuiButton-textSizeMedium MuiButton-colorPrimary MuiButton-root MuiButton-text MuiButton-textPrimary MuiButton-sizeMedium MuiButton-textSizeMedium MuiButton-colorPrimary sc-e9f77498-0 gBbLhC sc-c694acc0-0 cLijzf sc-19aec17b-1 bKhfjR css-1dhhcy1" tabindex="0" type="button" href="" target="_self"><span class="sc-b323b31-0 btXZGI button-label" display="inline-flex"><span>Navigating the AI Glossary</span></span></button></div></div></div><div class="sc-ace17a57-0 sc-b627cc13-0 kdVrPa guLeGW"><p class="sc-5159831f-0">Expertise has to start somewhere. Michelin-starred chefs started by making grilled cheese sandwiches (or their equivalent) as an after-school snack. World-class architects’ first real-world building experiences came in the form of stacking blocks in the corner of the nursery. Today’s top-tier aerospace engineers got their start with paper airplanes and hobby kits, back in the day.</p><p class="sc-5159831f-0">One can imagine that most experts have an origin story. And if you’re looking to spin yourself up on all things AI, this resource could be yours. Just as master chefs learned the basics of cooking simple dishes, and architects began by stacking blocks, this AI glossary provides the building blocks of knowledge needed to understand artificial intelligence.</p><p class="sc-5159831f-0">Covering everything from the history of AI to current state-of-the-art techniques, our glossary serves as a launchpad for your AI education. Understanding the foundational concepts such as machine learning, neural networks, and data science will provide the basis for delving deeper into how AI systems work. From the simplest terms to more complex methodologies, our glossary allows you to start from square one and progressively build your knowledge.</p><p class="sc-5159831f-0">Think of this as your first model rocket, baking soda volcano, or birdhouse. Much like the early projects of experts got the wheels turning for greater things to come, our beginner's guide to AI terms and concepts could start you down the path of becoming an AI expert yourself. So whether you're just AI-curious or aiming for a career in the field, consider this glossary your origin story. Let's start learning.</p><h2 id="navigating-the-ai-glossary" class="sc-4555ca6a-0 sc-4af285d7-0 kIEulY kAsHDi">Navigating the AI Glossary</h2><p class="sc-5159831f-0">This glossary is divided into sections, each of which has a general theme. In no particular order:</p><ul><li><p class="sc-5159831f-0"><a href="https://deepgram.com/ai-glossary/machine-learning"><span text-decoration="underline" class="sc-b323b31-0 cLUpGM"><span font-weight="bold" class="sc-b323b31-0 caUwZV">Fundamentals</span></span></a><span font-weight="bold" class="sc-b323b31-0 caUwZV">.</span> If you’re starting from scratch, here’s where you begin by learning about foundational concepts like <a href="https://deepgram.com/ai-glossary/machine-learning"><span text-decoration="underline" class="sc-b323b31-0 cLUpGM">machine learning</span></a>, <a href="https://deepgram.com/ai-glossary/natural-language-processing"><span text-decoration="underline" class="sc-b323b31-0 cLUpGM">natural language processing (NLP)</span></a>, and the <a href="https://deepgram.com/ai-glossary/ai-hardware"><span text-decoration="underline" class="sc-b323b31-0 cLUpGM">AI computing hardware</span></a> whirring away behind the scenes. </p></li><li><p class="sc-5159831f-0"><a href="https://deepgram.com/ai-glossary/techniques"><span text-decoration="underline" class="sc-b323b31-0 cLUpGM"><span font-weight="bold" class="sc-b323b31-0 caUwZV">Techniques.</span></span></a> Once you get a feel for the basics, you’ll probably want to get acquainted with the myriad processes and methods within the AI model life cycle, from data cleaning to deployment. This section also has information about different model architectures, like <a href="https://deepgram.com/ai-glossary/diffusion-model"><span text-decoration="underline" class="sc-b323b31-0 cLUpGM">diffusion models</span></a> and transformers (the T in GPT).</p></li><li><p class="sc-5159831f-0"><a href="https://deepgram.com/ai-glossary/models"><span text-decoration="underline" class="sc-b323b31-0 cLUpGM"><span font-weight="bold" class="sc-b323b31-0 caUwZV">Models.</span></span></a> What’s the result of all the work done to build AI? Like a gossip column during fashion week, it’s all about the models. Here we profile some notable AI models, with a slight bias toward the world of Language AI. </p></li></ul></div></div><div display="none" class="sc-ace17a57-0 hImGQw"><div class="sc-ace17a57-0 fJkbQy"><div width="100%" class="sc-ace17a57-0 ckkSXp"><div width="100%" class="sc-ace17a57-0 kqhvlM"><style data-emotion="css nn4omm">.css-nn4omm{font-family:"Inter",sans-serif;font-size:0.875rem;line-height:1.75rem;font-weight:700;text-transform:uppercase;min-width:64px;padding:6px 8px;border-radius:4px;-webkit-transition:background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;transition:background-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,box-shadow 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,border-color 250ms cubic-bezier(0.4, 0, 0.2, 1) 0ms,color 250ms cubic-bezier(0.4, 0, 0.2, 1) 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