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992px){.course-action-buttons__purchase,.bundle-action-buttons__purchase{margin-bottom:1rem}}.products__list{display:-webkit-box;display:-moz-box;display:box;display:-webkit-flex;display:-moz-flex;display:-ms-flexbox;display:flex;-webkit-box-lines:multiple;-moz-box-lines:multiple;-spec-box-lines:multiple;box-lines:multiple;-webkit-flex-wrap:wrap;-moz-flex-wrap:wrap;-ms-flex-wrap:wrap;-spec-flex-wrap:wrap;flex-wrap:wrap;margin-right:-1rem;margin-left:-1rem;padding-right:0;padding-left:0}.products__list:after,.products__list:before{-webkit-flex-basis:0;-moz-flex-basis:0;-spec-flex-basis:0;flex-basis:0;-ms-flex-preferred-size:0;order:1}.products__list-item{position:relative;width:100%;padding-right:1rem;padding-left:1rem;flex:0 0 100%;max-width:100%;max-width:320px;padding-bottom:2rem}@media all and (min-width: 480px){.products__list-item{max-width:384px}}@media all and (min-width: 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480px){.products-coupon__close{-webkit-transform:translatey(-50%);-moz-transform:translatey(-50%);-ms-transform:translatey(-50%);-o-transform:translatey(-50%);-spec-transform:translatey(-50%);transform:translatey(-50%);top:50%;right:1rem}}.products-coupon__close,.products-coupon__close:active,.products-coupon__close:hover{color:#fff}.products__search{margin:0 0 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768px){.products__search-box{min-width:20rem}}.review__stars{-webkit-align-self:center;-moz-align-self:center;-spec-align-self:center;align-self:center;-ms-flex-item-align:center;display:inline-block;position:relative;width:auto;line-height:1;white-space:nowrap;overflow:hidden}.review__stars .review__star{width:0.75rem;height:0.75rem;color:#9b9b9b;font-size:0.75rem;line-height:normal;opacity:1;z-index:101}.review__stars input{-webkit-appearance:none;-moz-appearance:none;-ms-appearance:none;-o-appearance:none;-spec-appearance:none;appearance:none;display:inline-block;position:relative;width:0.75rem;height:0.75rem;margin:0;padding:0;border:0;z-index:102}.review__stars input:hover,.review__stars input:active{outline:none;background-color:transparent;-webkit-tap-highlight-color:transparent}.review__stars label{display:inline-block;position:relative;width:0.75rem;height:0.75rem}.review__stars .review__star ~ .review__star{left:0.9375rem}.review__stars .review__star ~ .review__star ~ .review__star{left:1.875rem}.review__stars .review__star ~ .review__star ~ .review__star ~ .review__star{left:2.8125rem}.review__stars .review__star ~ .review__star ~ .review__star ~ .review__star ~ .review__star{left:3.75rem}.review__stars-input{cursor:pointer}.review__stars-input:before{display:block;position:absolute;top:0;left:0;width:100%;height:100%;color:#9b9b9b;font-family:"FontAwesome";font-size:0.75rem;letter-spacing:0.21rem;line-height:1;content:"\f006 \f006 \f006 \f006 \f006"}.review__stars-input .review__star{cursor:pointer;opacity:1}.review__stars-input input{position:relative;cursor:pointer}.review__stars-input input:checked+.review__star ~ .review__star{opacity:0}.review__stars-input:hover .review__star{opacity:1 !important}.review__stars-input:hover input:hover+.review__star ~ .review__star{opacity:0 !important}.review__stars-count{position:relative;top:1px;left:7px;font-size:0.8em;letter-spacing:1px;line-height:1;opacity:0.5}table{width:100%;max-width:100%;margin-bottom:2rem;background-color:#2f3841;border-collapse:collapse}@media all and (min-width: 992px){table{table-layout:fixed}}@media all and (max-width: 991px){table{width:100%;overflow-x:scroll;-ms-overflow-style:-ms-autohiding-scrollbar}}@media all and (max-width: 991px){table.table--responsive{border:0;background:transparent}table.table--responsive thead{position:absolute;width:1px;height:1px;margin:-1px;padding:0;border:0;overflow:hidden;clip:rect(0 0 0 0)}table.table--responsive tr{display:block;margin-bottom:2rem;border-bottom:3px solid transparent;background-color:#2f3841}table.table--responsive tr:last-child{margin-bottom:0}table.table--responsive td{display:block;min-height:3rem;font-size:0.8em;text-align:right}table.table--responsive 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992px){.page__heading{font-size:2.44141em}}.section__headings{margin:0 0 2rem}.section__heading{margin:0;font-family:"Roboto Slab",sans-serif;font-weight:500;line-height:1.2;margin-bottom:0.5rem;color:#fff;font-size:1.8rem}@media all and (min-width: 480px){.section__heading{font-size:2.2rem}}.section__subheading{font-family:"Roboto",sans-serif;font-weight:400;line-height:1.2;color:#fff;font-size:1.5rem}#language-bar{z-index:9999}#skip-link a{position:absolute;top:auto;left:-9999px;width:1px;height:1px;overflow:hidden;z-index:-9999}#skip-link a:active,#skip-link a:focus{top:auto;left:auto;margin:15px;padding:15px;width:200px;height:60px;border:2px solid #FFED8F;background-color:#000;color:#fff;font-size:1rem;text-align:center;overflow:auto;z-index:9999}.sr-only{position:absolute;width:1px;height:1px;margin:-1px;padding:0;border:0;white-space:nowrap;overflow:hidden;clip:rect(0, 0, 0, 0);clip-path:inset(50%)}.hidden{display:none !important}@media print{.hidden-print{display:none 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.section__content{margin-right:0;margin-left:auto}.section-height__small>[class*="__container"]{padding-top:2rem;padding-bottom:2rem}.section-height__medium>[class*="__container"]{padding-top:4rem;padding-bottom:4rem}.section-height__large>[class*="__container"]{padding-top:7.5rem;padding-bottom:7.5rem}.section-height__xlarge>[class*="__container"]{padding-top:20rem;padding-bottom:20rem}.section__divide{display:block;width:100%;height:1px;margin:1rem;background-color:#f5f5f5;opacity:0.2}.owl-carousel .owl-nav{position:absolute;top:25%;left:0;width:100%;z-index:0}.owl-carousel .owl-nav .owl-prev,.owl-carousel .owl-nav .owl-next{border:2px solid #6bd300;background-color:#6bd300;color:#fff;display:inline-block;position:absolute;width:2rem;height:2rem;border-radius:50%;font-size:1.5rem;letter-spacing:0;line-height:1;text-align:center;z-index:102}.owl-carousel .owl-nav .owl-prev:active,.owl-carousel .owl-nav .owl-prev:hover,.owl-carousel .owl-nav .owl-prev:focus,.owl-carousel .owl-nav .owl-next:active,.owl-carousel .owl-nav .owl-next:hover,.owl-carousel .owl-nav .owl-next:focus{border-color:#6bd300;background-color:#6bd300;color:#fff}.owl-carousel .owl-nav .owl-prev:active,.owl-carousel .owl-nav .owl-prev:hover,.owl-carousel .owl-nav .owl-next:active,.owl-carousel .owl-nav .owl-next:hover{-webkit-transition:all 300ms ease,box-shadow 400ms ease;-moz-transition:all 300ms ease,box-shadow 400ms ease;transition:all 300ms ease,box-shadow 400ms ease;box-shadow:0 4px 8px 0 rgba(0,0,0,0.15)}.owl-carousel .owl-nav .owl-prev.disabled,.owl-carousel .owl-nav .owl-next.disabled{border-color:#f7f7f7;background-color:#f7f7f7}.owl-carousel .owl-nav .owl-prev{left:-1rem}.owl-carousel .owl-nav .owl-prev .fa-angle-left{padding-right:3px}.owl-carousel .owl-nav .owl-next{right:-1rem}.owl-carousel .owl-nav .owl-next .fa-angle-right{padding-left:3px}.overlay{position:fixed;top:0;width:100%;height:100%;z-index:-9999}.overlay.show{opacity:1;z-index:200}.tooltip{display:inline-block;position:relative}.tooltip span{-webkit-transition:200ms all ease-out;-moz-transition:200ms all ease-out;transition:200ms all ease-out;position:absolute;top:0;left:0;width:unset;min-width:80vw;max-width:100%;padding:0.5rem 1rem;border:1px solid transparent;border-radius:5px;background:#000a19;color:#f5f5f5;font-size:0.875rem;font-weight:400;line-height:normal;box-shadow:0 2px 4px 0 rgba(0,0,0,0.05);opacity:0;visibility:hidden}@media all and (min-width: 768px){.tooltip span{min-width:20rem}}.tooltip:active span,.tooltip:focus span,.tooltip:hover span{opacity:1;visibility:visible}.vbox-overlay .vbox-preloader{-webkit-transform:translate(-50% -50% 0);-moz-transform:translate(-50% -50% 0);-ms-transform:translate(-50% -50% 0);-o-transform:translate(-50% -50% 0);-spec-transform:translate(-50% -50% 0);transform:translate(-50% -50% 0);top:50%;left:50%}.affiliate{padding-top:2rem;padding-bottom:2rem}@media all and (min-width: 768px){.affiliate{padding-top:4rem;padding-bottom:4rem}}.affiliate__container{position:relative;width:100%;margin:0 auto;padding-right:1rem;padding-left:1rem}@media all and (min-width: 768px){.affiliate__container{max-width:768px}}@media all and (min-width: 992px){.affiliate__container{max-width:992px}}@media all and (min-width: 1200px){.affiliate__container{max-width:1200px}}.affiliate__wrapper{display:-webkit-box;display:-moz-box;display:box;display:-webkit-flex;display:-moz-flex;display:-ms-flexbox;display:flex;-webkit-box-lines:multiple;-moz-box-lines:multiple;-spec-box-lines:multiple;box-lines:multiple;-webkit-flex-wrap:wrap;-moz-flex-wrap:wrap;-ms-flex-wrap:wrap;-spec-flex-wrap:wrap;flex-wrap:wrap;margin-right:-1rem;margin-left:-1rem;padding-right:0;padding-left:0}.affiliate__wrapper:after,.affiliate__wrapper:before{-webkit-flex-basis:0;-moz-flex-basis:0;-spec-flex-basis:0;flex-basis:0;-ms-flex-preferred-size:0;order:1}.affiliate__heading{margin:0 0 1rem;font-family:"Roboto Slab",sans-serif;font-size:1.95312rem;font-weight:400;line-height:1.2}@media all and (min-width: 768px){.affiliate__heading{font-size:2.19727rem}}@media all and (min-width: 992px){.affiliate__heading{font-size:2.44141em}}.affiliate__menu{position:relative;width:100%;padding-right:1rem;padding-left:1rem;flex:0 0 100%;max-width:100%}@media all and (max-width: 767px){.affiliate__menu{-webkit-box-ordinal-group:2;-moz-box-ordinal-group:2;-spec-box-ordinal-group:2;box-ordinal-group:2;-webkit-order:2;-moz-order:2;-spec-order:2;order:2;-ms-flex-order:2}}@media all and (min-width: 992px){.affiliate__menu{position:relative;width:100%;padding-right:1rem;padding-left:1rem;flex:0 0 25%;max-width:25%}}@media screen and (min-width: 768px) and (max-width: 991px){.affiliate__menu{margin:0 0 2rem}}.affiliate__content{position:relative;width:100%;padding-right:1rem;padding-left:1rem;flex:0 0 100%;max-width:100%}@media all and (max-width: 767px){.affiliate__content{-webkit-box-ordinal-group:1;-moz-box-ordinal-group:1;-spec-box-ordinal-group:1;box-ordinal-group:1;-webkit-order:1;-moz-order:1;-spec-order:1;order:1;-ms-flex-order:1;margin:0 0 2rem}}@media all and (min-width: 992px){.affiliate__menu+.affiliate__content{position:relative;width:100%;padding-right:1rem;padding-left:1rem;flex:0 0 75%;max-width:75%;padding-left:2rem}}.affiliate__content h2{margin:0 0 1rem;font-family:"Roboto Slab",sans-serif;font-size:1.95312rem;font-weight:400;line-height:1.2}@media all and (min-width: 768px){.affiliate__content h2{font-size:2.19727rem}}@media all and (min-width: 992px){.affiliate__content h2{font-size:2.44141em}}.affiliate__links{table-layout:auto}.affiliate__links-homepage{-webkit-transition:border-color 200ms ease,outline 200ms ease;-moz-transition:border-color 200ms ease,outline 200ms ease;transition:border-color 200ms ease,outline 200ms ease;display:block;width:100%;padding:10px 15px;border:1px solid transparent;border-radius:0;background-color:#2f3841;font-size:1rem;line-height:normal;display:inline-block;width:auto;background-color:#2e363f;line-height:1}.affiliate__links-homepage[readonly]{background-color:#2e363f}.affiliate__links-homepage:active,.affiliate__links-homepage:hover{-webkit-transition:border-color 200ms ease,outline 200ms ease;-moz-transition:border-color 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2rem}.review__title,.review__author{font-family:"Roboto",Sans-Serif}.review__title{margin:0 0 1rem;color:#9b9b9b;font-family:"Roboto Slab",sans-serif;font-size:1.25em}.review__author{color:#f5f5f5;font-size:0.8em}.review__body--complete{display:none}.review__show-more,.review__show-less{font-size:0.875rem;font-weight:bold}.review__show-more,.review__show-more:active,.review__show-more:hover,.review__show-less,.review__show-less:active,.review__show-less:hover{text-decoration:none}.rich-text .section__headings,.rich-text .section__content{position:relative;width:100%;padding-right:1rem;padding-left:1rem;flex:0 0 100%;max-width:100%;-webkit-box-orient:vertical;-moz-box-orient:vertical;-spec-box-orient:vertical;box-orient:vertical;-webkit-box-direction:normal;-moz-box-direction:normal;-spec-box-direction:normal;box-direction:normal;-webkit-flex-direction:column;-moz-flex-direction:column;-spec-flex-direction:column;flex-direction:column;-ms-flex-direction:column}@media all and (min-width: 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.student-certificate__expired__label{margin-left:8px;font-weight:700}.student-dashboard__communities{padding-top:4rem}.student-dashboard__communities-heading{margin:0 0 1rem;font-family:"Roboto Slab",sans-serif;font-size:1.95312rem;font-weight:400;line-height:1.2}@media all and (min-width: 768px){.student-dashboard__communities-heading{font-size:2.19727rem}}@media all and (min-width: 992px){.student-dashboard__communities-heading{font-size:2.44141em}}@media all and (min-width: 768px){.student-dashboard__communities-heading{margin-bottom:3rem}}.community-card__title{font-size:1.125rem;font-weight:400;line-height:1.25;text-align:center}.community-card__img-container{position:relative;height:200px}.community-card__img{position:absolute;top:0;left:0;width:100%;height:100%;object-fit:cover;object-position:center}.community-card__body{padding:2rem 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2rem;border-radius:50%;overflow:hidden}.testimonial__title{margin:0 0 0.5rem;font-family:"Roboto Slab",sans-serif;font-size:1.25em}.testimonial__author{margin-bottom:1.33333rem;color:#f5f5f5;font-family:"Roboto",Sans-Serif;font-size:0.8em;font-weight:bold}.upsells .section__headings{margin:0 0 2rem}.upsells .section__heading,.upsells .section__subheading{color:#fff}.upsells__container{position:relative;width:100%;margin:0 auto;padding-right:1rem;padding-left:1rem}@media all and (min-width: 768px){.upsells__container{max-width:768px}}@media all and (min-width: 992px){.upsells__container{max-width:992px}}@media all and (min-width: 1200px){.upsells__container{max-width:1200px}}.upsells__wrapper{display:-webkit-box;display:-moz-box;display:box;display:-webkit-flex;display:-moz-flex;display:-ms-flexbox;display:flex;-webkit-box-lines:multiple;-moz-box-lines:multiple;-spec-box-lines:multiple;box-lines:multiple;-webkit-flex-wrap:wrap;-moz-flex-wrap:wrap;-ms-flex-wrap:wrap;-spec-flex-wrap:wrap;flex-wrap:wrap;margin-right:-1rem;margin-left:-1rem;padding-right:0;padding-left:0}.upsells__wrapper:after,.upsells__wrapper:before{-webkit-flex-basis:0;-moz-flex-basis:0;-spec-flex-basis:0;flex-basis:0;-ms-flex-preferred-size:0;order:1}@media all and (min-width: 480px){.upsells__list li{display:-webkit-box;display:-moz-box;display:box;display:-webkit-flex;display:-moz-flex;display:-ms-flexbox;display:flex;-webkit-box-pack:justify;-moz-box-pack:justify;-spec-box-pack:justify;box-pack:justify;-webkit-justify-content:space-between;-moz-justify-content:space-between;-ms-justify-content:space-between;-o-justify-content:space-between;-spec-justify-content:space-between;justify-content:space-between;-ms-flex-pack:justify}}.upsells__list-item{display:-webkit-box;display:-moz-box;display:box;display:-webkit-flex;display:-moz-flex;display:-ms-flexbox;display:flex;-webkit-box-lines:multiple;-moz-box-lines:multiple;-spec-box-lines:multiple;box-lines:multiple;-webkit-flex-wrap:wrap;-moz-flex-wrap:wrap;-ms-flex-wrap:wrap;-spec-flex-wrap:wrap;flex-wrap:wrap;-webkit-box-align:start;-moz-box-align:start;-spec-box-align:start;box-align:start;-webkit-align-items:flex-start;-moz-align-items:flex-start;-ms-align-items:flex-start;-o-align-items:flex-start;-spec-align-items:flex-start;align-items:flex-start;-ms-flex-align:start;position:relative;margin:0 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767px){.upsells__title__price{display:inline-block}}.upsells__title__price:after{-webkit-transform:translatey(-50%);-moz-transform:translatey(-50%);-ms-transform:translatey(-50%);-o-transform:translatey(-50%);-spec-transform:translatey(-50%);transform:translatey(-50%);display:block;position:absolute;top:50%;right:-0.8rem;width:0.5rem;height:2px;content:""}.upsells__description{padding-top:0.66667rem}.upsells__buy{position:relative;width:100%;padding-right:1rem;padding-left:1rem;flex:0 0 16.66667%;max-width:16.66667%;margin-right:0;margin-left:auto;text-align:right}@media all and (max-width: 767px){.upsells__buy{-webkit-align-self:center;-moz-align-self:center;-spec-align-self:center;align-self:center;-ms-flex-item-align:center;padding-right:0;padding-left:0}}@media all and (min-width: 768px){.upsells__buy{position:relative;width:100%;padding-right:1rem;padding-left:1rem;flex:0 0 25%;max-width:25%}}.upsells__buy .button{position:relative}@media all and (max-width: 767px){.upsells__buy .button{width:3rem;height:3rem;border-radius:50%;font-size:0}.upsells__buy .button:before{position:absolute;top:0;left:0;width:100%;height:100%;border-radius:50%;color:#fff;font-family:"FontAwesome";font-size:1.33333rem;letter-spacing:-3px;line-height:2.2;content:"\f054"}}@media all and (min-width: 768px){.upsells__buy .button{min-width:8rem}}.upsells__buy .button-secondary:before{color:#000}.video .section__content{position:relative;background-repeat:no-repeat;background-position:center center;background-size:cover;border-radius:5px;z-index:1}.video .section__content:after{position:absolute;top:0;right:0;bottom:0;left:0;content:"";z-index:-1;pointer-events:none}.video .section__content__wrapper{padding:2rem 0;text-align:center}@media all and (min-width: 480px){.video .section__content__wrapper{padding:3rem 0 4rem}}@media all and (min-width: 768px){.video .section__content__wrapper{padding:4rem 0 6rem}}@media all and (min-width: 992px){.video .section__content__wrapper{padding:6rem 0 8rem}}.video .section__headings{margin:0;padding-top:2rem}.video .section__subheading{margin:0}.video__container{position:relative;width:100%;margin:0 auto;padding-right:1rem;padding-left:1rem}@media all and (min-width: 768px){.video__container{max-width:768px}}@media all and (min-width: 992px){.video__container{max-width:992px}}@media all and (min-width: 1200px){.video__container{max-width:1200px}}.video__play-button{-webkit-transition:opacity 200ms ease;-moz-transition:opacity 200ms ease;transition:opacity 200ms ease;-webkit-backface-visibility:hidden;-spec-backface-visibility:hidden;backface-visibility:hidden;-webkit-filter:blur(0);-spec-filter:blur(0);filter:blur(0);display:block;width:2em;height:2em;margin:0 auto;border:0;border-radius:50%;background-color:#9b9b9b;font-size:1.25em;letter-spacing:-3px;line-height:2em;text-align:center}@media all and (min-width: 768px){.video__play-button{width:2.5em;height:2.5em;font-size:1.5625em;line-height:2.5em}}.video__play-button:active,.video__play-button:hover{cursor:pointer}.video__play-button .fa{color:#fff}.section__video--trigger{height:0;overflow:hidden}.banner-course___ca8e9 { background: linear-gradient(transparent, transparent),url("https://import.cdn.thinkific.com/59871%2Fcustom_site_themes%2Fid%2FBZF4Smw9QtqjkY1At27G_orange%202.png"); position: relative; background-repeat: no-repeat; background-position: center center; background-size: cover; } .banner-course___ca8e9 .section__heading___ca8e9 { color: #ffffff; } .banner-course___ca8e9 .section__subheading___ca8e9 { color: #ffffff; } .banner-course___ca8e9 .section__body___ca8e9 { color: #ffffff; } .banner-course___ca8e9 .section__heading___ca8e9 { text-align: left; } .banner-course___ca8e9 .section__subheading___ca8e9 { text-align: left; } .banner-course___ca8e9 .section__content___ca8e9 { text-align: left; } .banner-course___ca8e9 .video__play-button___ca8e9 { margin-right: auto; margin-left: 0; } .banner-course___ca8e9 .section__heading___ca8e9 { font-size: 2.4rem; } @media all and (min-width: 768px) { .banner-course___ca8e9 .section__heading___ca8e9 { font-size: 3rem; } } .call-to-action___bed88 { background: linear-gradient(rgba(0,0,0,0.18), rgba(0,0,0,0.18)),url("https://import.cdn.thinkific.com/59871%2Fcustom_site_themes%2Fid%2FVmkiTBdjT3uiqyX3D2TR_generic%20course%20page%20orangr.png"); position: relative; background-repeat: no-repeat; background-position: center center; background-size: cover; } .call-to-action___bed88 .section__heading___bed88 { color: #ffffff; } .call-to-action___bed88 .section__subheading___bed88 { color: #ffffff; } .call-to-action___bed88 .section__body___bed88 { color: #ffffff; } .call-to-action___bed88 .section__heading___bed88 { text-align: left; } .call-to-action___bed88 .section__subheading___bed88 { text-align: left; } .call-to-action___bed88 .section__content___bed88 { text-align: left; } .call-to-action___bed88 .video__play-button___bed88 { margin-right: auto; margin-left: 0; } .rich-text___97ec5 .section__headings___97ec5 { text-align: left; } .call-to-action___ce963 { background: linear-gradient(rgba(0,0,0,0.16), rgba(0,0,0,0.16)),url("https://import.cdn.thinkific.com/59871%2Fcustom_site_themes%2Fid%2Fqxl2fGVwR5epxXUpg6zs_generic%20course%20page%20orangr.png"); position: relative; background-repeat: no-repeat; background-position: center center; background-size: cover; } .call-to-action___ce963 .section__heading___ce963 { color: #ffffff; } .call-to-action___ce963 .section__subheading___ce963 { color: #ffffff; } .call-to-action___ce963 .section__body___ce963 { color: #ffffff; } .call-to-action___ce963 .section__heading___ce963 { text-align: left; } .call-to-action___ce963 .section__subheading___ce963 { text-align: left; } .call-to-action___ce963 .section__content___ce963 { text-align: left; } .call-to-action___ce963 .video__play-button___ce963 { margin-right: auto; margin-left: 0; } .instructor___7fbc8 .section__headings___7fbc8 { text-align: left; } .checklist___a9360 { position: relative; z-index: 1; } .checklist___a9360 .section__headings___a9360 { position: relative; width: 100%; padding-right: 1rem; padding-left: 1rem; flex: 0 0 100%; max-width: 100%; } .checklist___a9360 .section__content___a9360 { position: relative; width: 100%; padding-right: 1rem; padding-left: 1rem; flex: 0 0 100%; max-width: 100%; } .checklist___a9360 .section__headings___a9360 { margin: 0 0 2rem; } .checklist___a9360:before { display: block; position: absolute; bottom: 0; left: 0; width: 100%; content: ""; } .checklist___a9360:after { display: block; position: absolute; bottom: 0; left: 0; width: 100%; content: ""; } .checklist___a9360:before { height: 4rem; background-color: #000a19; -webkit-clip-path: ellipse(60% 60% at 50% 100%); clip-path: ellipse(60% 60% at 50% 100%); } .checklist___a9360:after { height: 100%; background: linear-gradient(180deg, rgba(255,255,255,0) 10%, rgba(65,117,5,0.1) 90%, rgba(65,117,5,0.2) 110%); content: ""; z-index: -1; } .checklist.section__background-decoration___a9360 { padding-bottom: 4rem; } .checklist>[class*="__container"]___a9360 { padding-bottom: 6rem !important; } .checklist___a9360 .section__headings___a9360 { text-align: left; } @media all and (min-width: 992px) { .checklist___a9360 .section__headings___a9360 { position: relative; width: 100%; padding-right: 1rem; padding-left: 1rem; flex: 0 0 50%; max-width: 50%; } .checklist___a9360 .section__content___a9360 { position: relative; width: 100%; padding-right: 1rem; padding-left: 1rem; flex: 0 0 50%; max-width: 50%; } .checklist___a9360 .section__headings___a9360 { margin: 0; padding-right: 4rem; } } @media all and (min-width: 768px) { .checklist___a9360:before { -webkit-clip-path: ellipse(60% 75% at 50% 120%); clip-path: ellipse(60% 75% at 50% 120%); } } .call-to-action___0eda4 { background: linear-gradient(rgba(0,0,0,0.15), rgba(0,0,0,0.15)),url("https://import.cdn.thinkific.com/59871%2Fcustom_site_themes%2Fid%2F3EfWMHGjRDuB92zTzPx1_orange%202.png"); position: relative; background-repeat: no-repeat; background-position: center center; background-size: cover; } .call-to-action___0eda4 .section__heading___0eda4 { color: #ffffff; } .call-to-action___0eda4 .section__subheading___0eda4 { color: #ffffff; } .call-to-action___0eda4 .section__body___0eda4 { color: #ffffff; } .call-to-action___0eda4 .section__heading___0eda4 { text-align: center; } .call-to-action___0eda4 .section__subheading___0eda4 { text-align: center; } .call-to-action___0eda4 .section__content___0eda4 { text-align: center; } .call-to-action___0eda4 [class*="__wrapper"] { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } .call-to-action___0eda4 .section__button-group___0eda4 { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } .call-to-action___0eda4 .course-action-buttons__purchase___0eda4 { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } .call-to-action___0eda4 .bundle-action-buttons__purchase___0eda4 { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } .rich-text___f5197 .section__headings___f5197 { text-align: left; } .call-to-action___c0616 { background: linear-gradient(rgba(0,0,0,0.16), rgba(0,0,0,0.16)),url("https://import.cdn.thinkific.com/59871%2Fcustom_site_themes%2Fid%2F9cgHqFLIS7SJAHQn1xxm_orange%202.png"); position: relative; background-repeat: no-repeat; background-position: center center; background-size: cover; } .call-to-action___c0616 .section__heading___c0616 { color: #ffffff; } .call-to-action___c0616 .section__subheading___c0616 { color: #ffffff; } .call-to-action___c0616 .section__body___c0616 { color: #ffffff; } .call-to-action___c0616 .section__heading___c0616 { text-align: center; } .call-to-action___c0616 .section__subheading___c0616 { text-align: center; } .call-to-action___c0616 .section__content___c0616 { text-align: center; } .call-to-action___c0616 [class*="__wrapper"] { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } .call-to-action___c0616 .section__button-group___c0616 { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } .call-to-action___c0616 .course-action-buttons__purchase___c0616 { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } .call-to-action___c0616 .bundle-action-buttons__purchase___c0616 { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } .rich-text___30380 .section__headings___30380 { text-align: left; } .call-to-action___7e9ed { background: linear-gradient(rgba(0,0,0,0.13), rgba(0,0,0,0.13)),url("https://import.cdn.thinkific.com/59871%2Fcustom_site_themes%2Fid%2FxQWtvJDOQpedgugUwUct_orange%202.png"); position: relative; background-repeat: no-repeat; background-position: center center; background-size: cover; } .call-to-action___7e9ed .section__heading___7e9ed { color: #ffffff; } .call-to-action___7e9ed .section__subheading___7e9ed { color: #ffffff; } .call-to-action___7e9ed .section__body___7e9ed { color: #ffffff; } .call-to-action___7e9ed .section__heading___7e9ed { text-align: center; } .call-to-action___7e9ed .section__subheading___7e9ed { text-align: center; } .call-to-action___7e9ed .section__content___7e9ed { text-align: center; } .call-to-action___7e9ed [class*="__wrapper"] { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } .call-to-action___7e9ed .section__button-group___7e9ed { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } .call-to-action___7e9ed .course-action-buttons__purchase___7e9ed { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } .call-to-action___7e9ed .bundle-action-buttons__purchase___7e9ed { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } .rich-text___554fd .section__headings___554fd { text-align: left; } .call-to-action___206dd { background: linear-gradient(rgba(0,0,0,0.04), rgba(0,0,0,0.04)),url("https://import.cdn.thinkific.com/59871%2Fcustom_site_themes%2Fid%2F3tuemnWkRxCznRmkcvQg_generic%20course%20page%20orangr.png"); position: relative; background-repeat: no-repeat; background-position: center center; background-size: cover; } .call-to-action___206dd .section__heading___206dd { color: #ffffff; } .call-to-action___206dd .section__subheading___206dd { color: #ffffff; } .call-to-action___206dd .section__body___206dd { color: #ffffff; } .call-to-action___206dd .section__heading___206dd { text-align: left; } .call-to-action___206dd .section__subheading___206dd { text-align: left; } .call-to-action___206dd .section__content___206dd { text-align: left; } .call-to-action___206dd .video__play-button___206dd { margin-right: auto; margin-left: 0; } .checklist___7f8de { position: relative; z-index: 1; } .checklist___7f8de [class*="__wrapper"] { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; -webkit-box-align: center; -moz-box-align: center; -spec-box-align: center; box-align: center; -webkit-align-items: center; -moz-align-items: center; -ms-align-items: center; -o-align-items: center; -spec-align-items: center; align-items: center; -ms-flex-align: center; } .checklist___7f8de .section__headings___7f8de { margin: 0 0 2rem; } .checklist___7f8de .section__headings___7f8de { position: relative; width: 100%; padding-right: 1rem; padding-left: 1rem; flex: 0 0 100%; max-width: 100%; } .checklist___7f8de .section__content___7f8de { position: relative; width: 100%; padding-right: 1rem; padding-left: 1rem; flex: 0 0 100%; max-width: 100%; } .checklist___7f8de .section__button-group___7f8de { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } .checklist___7f8de:before { display: block; position: absolute; bottom: 0; left: 0; width: 100%; content: ""; } .checklist___7f8de:after { display: block; position: absolute; bottom: 0; left: 0; width: 100%; content: ""; } .checklist___7f8de:before { height: 4rem; background-color: #000a19; -webkit-clip-path: ellipse(60% 60% at 50% 100%); clip-path: ellipse(60% 60% at 50% 100%); } .checklist___7f8de:after { height: 100%; background: linear-gradient(180deg, rgba(255,255,255,0) 10%, rgba(65,117,5,0.1) 90%, rgba(65,117,5,0.2) 110%); content: ""; z-index: -1; } .checklist.section__background-decoration___7f8de { padding-bottom: 4rem; } .checklist>[class*="__container"]___7f8de { padding-bottom: 6rem !important; } .checklist___7f8de .section__headings___7f8de { text-align: left; } @media all and (min-width: 1200px) { .checklist___7f8de [class*="__wrapper"] { -webkit-box-orient: vertical; -moz-box-orient: vertical; -spec-box-orient: vertical; box-orient: vertical; -webkit-box-direction: normal; -moz-box-direction: normal; -spec-box-direction: normal; box-direction: normal; -webkit-flex-direction: column; -moz-flex-direction: column; -spec-flex-direction: column; flex-direction: column; -ms-flex-direction: column; } } @media all and (min-width: 992px) { .checklist___7f8de .section__headings___7f8de { position: relative; width: 100%; padding-right: 1rem; padding-left: 1rem; flex: 0 0 66.66667%; max-width: 66.66667%; } .checklist___7f8de .section__content___7f8de { position: relative; width: 100%; padding-right: 1rem; padding-left: 1rem; flex: 0 0 66.66667%; max-width: 66.66667%; } } @media all and (min-width: 768px) { .checklist___7f8de:before { -webkit-clip-path: ellipse(60% 75% at 50% 120%); clip-path: ellipse(60% 75% at 50% 120%); } } .call-to-action___daefd { background: linear-gradient(rgba(0,0,0,0.09), rgba(0,0,0,0.09)),url("https://import.cdn.thinkific.com/59871%2Fcustom_site_themes%2Fid%2FB1orv06hTsMiaoD2dvdg_generic%20course%20page%20orangr.png"); position: relative; background-repeat: no-repeat; background-position: center center; background-size: cover; } .call-to-action___daefd .section__heading___daefd { color: #ffffff; } .call-to-action___daefd .section__subheading___daefd { color: #ffffff; } .call-to-action___daefd .section__body___daefd { color: #ffffff; } .call-to-action___daefd .section__heading___daefd { text-align: left; } .call-to-action___daefd .section__subheading___daefd { text-align: left; } .call-to-action___daefd .section__content___daefd { text-align: left; } .call-to-action___daefd .video__play-button___daefd { margin-right: auto; margin-left: 0; } .text-icon___51a99 { position: relative; z-index: 1; } .text-icon___51a99:before { display: block; position: absolute; bottom: 0; left: 0; width: 100%; content: ""; } .text-icon___51a99:after { display: block; position: absolute; bottom: 0; left: 0; width: 100%; content: ""; } .text-icon___51a99:before { height: 4rem; background-color: #000a19; -webkit-clip-path: ellipse(60% 60% at 50% 100%); clip-path: ellipse(60% 60% at 50% 100%); } .text-icon___51a99:after { height: 100%; background: linear-gradient(180deg, rgba(255,255,255,0) 10%, rgba(65,117,5,0.1) 90%, rgba(65,117,5,0.2) 110%); content: ""; z-index: -1; } .text-icon.section__background-decoration___51a99 { padding-bottom: 4rem; } .text-icon>[class*="__container"]___51a99 { padding-bottom: 6rem !important; } .text-icon___51a99 .section__headings___51a99 { text-align: center; } .text-icon___51a99 .text-icon__container___51a99 { padding-top: 0; } .text-icon___51a99 .text-icon__container___51a99 { padding-bottom: 0; } @media all and (min-width: 768px) { .text-icon___51a99:before { -webkit-clip-path: ellipse(60% 75% at 50% 120%); clip-path: ellipse(60% 75% at 50% 120%); } } .call-to-action___d3f72 { background: linear-gradient(rgba(0,0,0,0.14), rgba(0,0,0,0.14)),url("https://import.cdn.thinkific.com/59871%2Fcustom_site_themes%2Fid%2FFGJcpmSMubkOa1Gx2Eew_generic%20course%20page%20orangr.png"); position: relative; background-repeat: no-repeat; background-position: center center; background-size: cover; } .call-to-action___d3f72 .section__heading___d3f72 { color: #ffffff; } .call-to-action___d3f72 .section__subheading___d3f72 { color: #ffffff; } .call-to-action___d3f72 .section__body___d3f72 { color: #ffffff; } .call-to-action___d3f72 .section__heading___d3f72 { text-align: center; } .call-to-action___d3f72 .section__subheading___d3f72 { text-align: center; } .call-to-action___d3f72 .section__content___d3f72 { text-align: center; } .call-to-action___d3f72 [class*="__wrapper"] { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } .call-to-action___d3f72 .section__button-group___d3f72 { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } .call-to-action___d3f72 .course-action-buttons__purchase___d3f72 { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } .call-to-action___d3f72 .bundle-action-buttons__purchase___d3f72 { -webkit-box-pack: center; -moz-box-pack: center; -spec-box-pack: center; box-pack: center; -webkit-justify-content: center; -moz-justify-content: center; -ms-justify-content: center; -o-justify-content: center; -spec-justify-content: center; justify-content: center; -ms-flex-pack: center; } header.header .header__logo___2909e img { max-height: none; width: 4rem; height: auto; } </style></head> <body 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</header> <script> $(document).ready(function() { var headerHeight = 0 function dynamicHeaderHeight() { var $logo = $('.logo'); $logo.on('load', function () { headerHeight = this.height; }); } var $adminBar = $('.admin-notice__bar'), $body = $('body.home-landing-page, body.course-landing-page, body.bundle-landing-page, body.page-template, body.coming-soon-page, body.student-certificate-page'), $header = $('.header'), $main = $('.home-landing-page main, .course-landing-page main, .bundle-landing-page main, .page-template main, .coming-soon-page main, .student-certificate-page main'), $dropdownToggle = $('.dropdown__toggle-button'), $mobileButton = $('.header__mobile-button'), $navigation = $('.header__nav'), $dropdownMenu = $('.dropdown__menu'); dynamicHeaderHeight(); var adminBarHeight = $adminBar.outerHeight(), beforeHeaderHeight = $body.find('>div').nextUntil('.header').outerHeight(), headerTop = $header.offset().top, isMobile = window.matchMedia("only screen and (max-width: 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Specifically, you will be building a Coronavirus Forecasting Dashboard that shows historical and predicted values for deaths and cases for all countries in the world and US states from the ongoing coronavirus pandemic. The final product will be a live dashboard, automatically updated daily, hosted on a remote server for anyone, anywhere in the world to see.</span></p> </div></div> </div> </div> </div> </div> </section> <a id="cst-v2-section-aRlTsXES1" style="opacity: 0; width: 0 !important; display: block;"></a><section class=" call-to-action section-background section-background-overlay section__content-alignment--left section-height__medium call-to-action___ce963" data-preview-item="call-to-action" data-section-uid="aRlTsXES1"> <div class="call-to-action__container"> <div class="call-to-action__wrapper"> <article class="section__content section__content___ce963"> <header class="section__headings"> <h2 class="section__heading section__heading___ce963">Instructor</h2> </header> </article> </div> </div> </section> <a id="cst-v2-section-oFu_izbHS" style="opacity: 0; width: 0 !important; display: block;"></a><section class="instructor section-height__medium section__heading-alignment--left instructor___7fbc8" data-preview-item="instructor" data-section-uid="oFu_izbHS"> <div class="instructor__container"> <article class="section__content"> <div class="instructor__list section__body" role="list"> <div class="instructor__list-item" role="listitem"> <div class="instructor__avatar"> <img src="https://import.cdn.thinkific.com/59871/iqY0EikQFaRoN1R45jch_Teddy%201%20Cropped.jpg" alt="" class="instructor__avatar-img" loading="lazy" width="420"> </div> <div class="instructor__profile"> <header> <h3 class="instructor__title"> Python Data Science Expert Instructor - Author of Multiple Books and Python LIbraries | Founder | Dunder Data </h3> <p class="instructor__name"> Teddy Petrou </p> </header> <div class="instructor__bio"> Teddy Petrou is the author of Pandas Cookbook, a highly rated text on performing real-world data analysis with Pandas. He is also the author of the books Exercise Python and Master Data Analysis with Python. He is the founder of Dunder Data, a company that teaches the fundamentals of data science and machine learning. He really enjoys discovering best practices on how to use and teach data analysis with Python. </div> </div> </div> </div> </article> </div> </section> <a id="cst-v2-section-c87pS313x" style="opacity: 0; width: 0 !important; display: block;"></a><section class="checklist section-height__medium section__background-decoration section__column-layout__two-column section__heading-alignment--left checklist___a9360" data-preview-item="checklist" data-section-uid="c87pS313x"> <div class="checklist__container"> <div class="checklist__wrapper"> <header class="section__headings section__headings___a9360"> <h2 class="section__heading">Learning Objectives</h2> </header> <article class="section__content section__content___a9360"> <ul class="checklist__list section__body"> <li class="checklist__list-item"> <p><i class="fa fa-check" aria-hidden="true"></i>Learn how to complete a comprehensive, end-to-end project in Python using a vast array of skills</p> </li> <li class="checklist__list-item"> <p><i class="fa fa-check" aria-hidden="true"></i>Build an interactive data analytics dashboard using the Dash library in Python</p> </li> <li class="checklist__list-item"> <p><i class="fa fa-check" aria-hidden="true"></i>Model coronavirus cases and deaths using generalized logistic functions</p> </li> <li class="checklist__list-item"> <p><i class="fa fa-check" aria-hidden="true"></i>Smooth data using locally weighted scatterplot smoothing</p> </li> <li class="checklist__list-item"> <p><i class="fa fa-check" aria-hidden="true"></i>Learn how to use Plotly, an interactive data visualization library in Python targeting the web</p> </li> <li class="checklist__list-item"> <p><i class="fa fa-check" aria-hidden="true"></i>Encapsulate all of your code into Python classes to ease automation</p> </li> <li class="checklist__list-item"> <p><i class="fa fa-check" aria-hidden="true"></i>Setup an Ubuntu server running NGINX to host the dashboard on the web for all to see</p> </li> </ul> </article> </div> </div> </section> <a id="cst-v2-section-ajNZMhq-R" style="opacity: 0; width: 0 !important; display: block;"></a><section class=" call-to-action section-background section-background-overlay section__content-alignment--center section-height__small call-to-action___0eda4" data-preview-item="call-to-action" data-section-uid="ajNZMhq-R"> <div class="call-to-action__container"> <div class="call-to-action__wrapper"> <article class="section__content section__content___0eda4"> <header class="section__headings"> <h2 class="section__heading section__heading___0eda4">Build an Interactive Data Analytics Dashboard with Python Part 1</h2> </header> <div class="section__button-group section__button-group___0eda4"> <a class="button button-primary" href="https://app.aiplus.training/courses/build-an-interactive-data-analytics-dashboard-with-python-part-1">START COURSE</a> </div> </article> </div> </div> </section> <a id="cst-v2-section-9G64n9h-7" style="opacity: 0; width: 0 !important; display: block;"></a><section class=" rich-text section-height__medium section__heading-alignment--left rich-text___f5197" data-preview-item="rich_text" data-section-uid="9G64n9h-7"> <div class="rich-text__container"> <div class="rich-text__wrapper"> <div class="section__content"> <div class="section__body"> <div class="custom-theme"><div class="fr-view"> <p data-pm-slice="1 1 []"><style type="text/css"></style></p> <style type="text/css" id="isPasted"> p.p1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 13.0px 'Helvetica Neue'} p.p2 {margin: 0.0px 0.0px 0.0px 0.0px; font: 13.0px 'Helvetica Neue'; min-height: 15.0px} li.li1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 13.0px 'Helvetica Neue'} span.s1 {font: 9.0px Menlo} ul.ul1 {list-style-type: disc} </style> <p><strong>Module 1: Getting Started </strong></p> <ul> <li>Creating the virtual environment</li> <li>Launching and exploring the dashboard</li> <li>Opening the Jupyter Notebooks</li> </ul> <p> </p> <p><strong>Module 2: Getting, Cleaning, and Transforming the Data</strong></p> <ul> <li>Downloading the data</li> <li>Finding and handling bad data</li> </ul> <p> </p> <p><strong>Module 3: Data Smoothing</strong></p> <ul> <li>Moving average smoothing</li> <li>LOWESS smoothing</li> </ul> <p><style type="text/css"></style></p> </div></div> </div> </div> </div> </div> </section> <a id="cst-v2-section-DI3oBlnG8" style="opacity: 0; width: 0 !important; display: block;"></a><section class=" call-to-action section-background section-background-overlay section__content-alignment--center section-height__small call-to-action___c0616" data-preview-item="call-to-action" data-section-uid="DI3oBlnG8"> <div class="call-to-action__container"> <div class="call-to-action__wrapper"> <article class="section__content section__content___c0616"> <header class="section__headings"> <h2 class="section__heading section__heading___c0616">Build an Interactive Data Analytics Dashboard with Python Part 2</h2> </header> <div class="section__button-group section__button-group___c0616"> <a class="button button-primary" href="//">START COURSE</a> </div> </article> </div> </div> </section> <a id="cst-v2-section-wNt-Kfna5" style="opacity: 0; width: 0 !important; display: block;"></a><section class=" rich-text section-height__medium section__heading-alignment--left rich-text___30380" data-preview-item="rich_text" data-section-uid="wNt-Kfna5"> <div class="rich-text__container"> <div class="rich-text__wrapper"> <div class="section__content"> <div class="section__body"> <div class="custom-theme"><div class="fr-view"> <style type="text/css" id="isPasted"> p.p1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 13.0px 'Helvetica Neue'} p.p2 {margin: 0.0px 0.0px 0.0px 0.0px; font: 13.0px 'Helvetica Neue'; min-height: 15.0px} li.li1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 13.0px 'Helvetica Neue'} span.s1 {font: 9.0px Menlo} ul.ul1 {list-style-type: disc} </style> <p><strong>Module 4: Exponential Growth and Decline Models</strong></p> <ul> <li>Exponential growth and decline functions</li> <li>Finding optimal parameters</li> <li>Predicting unseen data</li> <li>Automating model training</li> </ul> <p> </p> <p><strong>Module 5: Logistic Growth Models</strong></p> <ul> <li>Introduction to S-curves</li> <li>Estimating logistic function parameters</li> <li>Generalized logistic function</li> </ul> <p> </p> <p><strong>Module 6: Modeling New Waves</strong></p> <ul> <li>Limiting the data</li> <li>Shifting the data</li> <li>Automating parameter bounds</li> </ul> <p> </p> <p><strong>Module 7: Encapsulation into Classes</strong></p> <ul> <li>Building a single class to model cases</li> <li>Predicting deaths using case fatality ratio</li> <li>Creating final dashboard tables</li> </ul> </div></div> </div> </div> </div> </div> </section> <a id="cst-v2-section-mDTX-RYGz" style="opacity: 0; width: 0 !important; display: block;"></a><section class=" call-to-action section-background section-background-overlay section__content-alignment--center section-height__small call-to-action___7e9ed" data-preview-item="call-to-action" data-section-uid="mDTX-RYGz"> <div class="call-to-action__container"> <div class="call-to-action__wrapper"> <article class="section__content section__content___7e9ed"> <header class="section__headings"> <h2 class="section__heading section__heading___7e9ed">Build an Interactive Data Analytics Dashboard with Python Part 3</h2> </header> <div class="section__button-group section__button-group___7e9ed"> <a class="button button-primary" href="https://app.aiplus.training/courses/take/build-an-interactive-data-analytics-dashboard-with-python-part-3/texts/29457079-author-bio">START COURSE</a> </div> </article> </div> </div> </section> <a id="cst-v2-section-I28E576jq" style="opacity: 0; width: 0 !important; display: block;"></a><section class=" rich-text section-height__medium section__heading-alignment--left rich-text___554fd" data-preview-item="rich_text" data-section-uid="I28E576jq"> <div class="rich-text__container"> <div class="rich-text__wrapper"> <div class="section__content"> <div class="section__body"> <div class="custom-theme"><div class="fr-view"> <style type="text/css"> p.p1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 12.0px 'Helvetica Neue'; color: #454545} li.li1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 12.0px 'Helvetica Neue'; color: #454545} span.s1 {font: 10.0px Menlo} ul.ul1 {list-style-type: disc} </style> <style type="text/css" id="isPasted"> p.p1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 13.0px 'Helvetica Neue'} p.p2 {margin: 0.0px 0.0px 0.0px 0.0px; font: 13.0px 'Helvetica Neue'; min-height: 15.0px} li.li1 {margin: 0.0px 0.0px 0.0px 0.0px; font: 13.0px 'Helvetica Neue'} span.s1 {font: 9.0px Menlo} ul.ul1 {list-style-type: disc} </style> <p><strong>Module 8: Visualizations with Plotly</strong></p> <ul> <li>Discovering trace properties</li> <li>Updating the layout</li> <li>Automating plotting of each area</li> <li>Choropleth maps</li> </ul> <p> </p> <p><strong>Module 9: Building the Dashboard with Dash</strong></p> <ul> <li>Parts of a Dash application</li> <li>Creating a Data Table</li> <li>Adding maps to the dashboard</li> <li>Interactivity using callbacks</li> <li>Putting all components and interactivity together</li> </ul> <p> </p> <p><strong>Module 10: Deployment</strong></p> <ul> <li>Launching the dashboard on Python Anywhere</li> <li>Launching the dashboard on your own Ubuntu server</li> <li>Automatic daily updates</li> </ul> </div></div> </div> </div> </div> </div> </section> <a id="cst-v2-section-p4X5vU62n" style="opacity: 0; width: 0 !important; display: block;"></a><section class=" call-to-action section-background section-background-overlay section__content-alignment--left section-height__small call-to-action___206dd" data-preview-item="call-to-action" data-section-uid="p4X5vU62n"> <div class="call-to-action__container"> <div class="call-to-action__wrapper"> <article class="section__content section__content___206dd"> <header class="section__headings"> <h2 class="section__heading section__heading___206dd">Background knowledge</h2> </header> </article> </div> </div> </section> <a id="cst-v2-section-Uz-cWY3Iv" style="opacity: 0; width: 0 !important; display: block;"></a><section class="checklist section-height__medium section__background-decoration section__column-layout__one-column section__heading-alignment--left checklist___7f8de" data-preview-item="checklist" data-section-uid="Uz-cWY3Iv"> <div class="checklist__container"> <div class="checklist__wrapper"> <article class="section__content section__content___7f8de"> <ul class="checklist__list section__body"> <li class="checklist__list-item"> <p><i class="fa fa-check" aria-hidden="true"></i>Fundamental knowledge of the Python programming language and the Pandas library is necessary</p> </li> <li class="checklist__list-item"> <p><i class="fa fa-check" aria-hidden="true"></i>Previous work with Jupyter Notebooks would be helpful as all material is delivered with them</p> </li> </ul> </article> </div> </div> </section> <a id="cst-v2-section-wj0TzwUoB" style="opacity: 0; width: 0 !important; display: block;"></a><section class=" call-to-action section-background section-background-overlay section__content-alignment--left section-height__small call-to-action___daefd" data-preview-item="call-to-action" data-section-uid="wj0TzwUoB"> <div class="call-to-action__container"> <div class="call-to-action__wrapper"> <article class="section__content section__content___daefd"> <header class="section__headings"> <h2 class="section__heading section__heading___daefd">Target Audience</h2> </header> </article> </div> </div> </section> <a id="cst-v2-section-wTbCxLV4h" style="opacity: 0; width: 0 !important; display: block;"></a><section class="text-icon section-height__medium section__background-decoration section__heading-alignment--center section--stacked--bottom text-icon___51a99" data-preview-item="text-icon" data-section-uid="wTbCxLV4h"> <div class="text-icon__container text-icon__container___51a99"> <article class="section__content"> <div class="text-icon__container text-icon__container___51a99"> <ul class="text-icon__list section__body"> <li class="text-icon__list-item"> <i class="fa fa-angle-double-down" aria-hidden="true"></i> <h3></h3> <p>All data enthusiasts and professionals that wish to have the capability of creating and launching their own interactive analytics dashboards using Python. </p> </li> <li class="text-icon__list-item"> <i class="fa fa-angle-double-down" aria-hidden="true"></i> <h3></h3> <p>Who would like to learn all of the steps to complete a comprehensive project</p> </li> <li class="text-icon__list-item"> <i class="fa fa-angle-double-down" aria-hidden="true"></i> <h3></h3> <p>Who likes to use many different technologies together in a single project</p> </li> <li class="text-icon__list-item"> <i class="fa fa-angle-double-down" aria-hidden="true"></i> <h3></h3> <p>Who enjoys building data visualizations and predictive models</p> </li> <li class="text-icon__list-item"> <i class="fa fa-angle-double-down" aria-hidden="true"></i> <h3></h3> <p>Who would like to learn how to deploy their work on remote web servers</p> </li> <li class="text-icon__list-item"> <i class="fa fa-angle-double-down" aria-hidden="true"></i> <h3></h3> <p>Who enjoys completing exercises to test knowledge learned</p> </li> </ul> </div> </article> </div> </section> <a id="cst-v2-section-hU7gup-fH" style="opacity: 0; 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