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001. Getting started.en.srt
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2.3 KB
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001. Getting started.mp4
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MP4
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13.8 MB
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002. Supply and demand for data science.en.srt
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6.4 KB
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002. Supply and demand for data science.mp4
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MP4
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39.1 MB
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003. The data science Venn diagram.en.srt
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7.5 KB
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003. The data science Venn diagram.mp4
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MP4
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39.3 MB
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004. The data science pathway.en.srt
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8.9 KB
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004. The data science pathway.mp4
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MP4
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58.4 MB
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005. The CRISP-DM model in data science.en.srt
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6 KB
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005. The CRISP-DM model in data science.mp4
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MP4
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35.2 MB
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006. Roles and teams in data science.en.srt
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7.7 KB
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006. Roles and teams in data science.mp4
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38.7 MB
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007. The role of questions in data science.en.srt
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7.5 KB
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007. The role of questions in data science.mp4
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MP4
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42.1 MB
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008. Artificial intelligence.en.srt
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13.4 KB
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008. Artificial intelligence.mp4
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MP4
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73 MB
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009. Machine learning.en.srt
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13.1 KB
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009. Machine learning.mp4
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MP4
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96.8 MB
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010. Deep learning neural networks.en.srt
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13.4 KB
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010. Deep learning neural networks.mp4
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MP4
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72.5 MB
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011. Big data.en.srt
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9.1 KB
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011. Big data.mp4
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MP4
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49 MB
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012. Predictive analytics.en.srt
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8.2 KB
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012. Predictive analytics.mp4
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MP4
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43 MB
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013. Prescriptive analytics.en.srt
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13.2 KB
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013. Prescriptive analytics.mp4
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MP4
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66.4 MB
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014. Business intelligence.en.srt
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7 KB
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014. Business intelligence.mp4
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40.4 MB
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015. Bias.en.srt
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10.6 KB
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015. Bias.mp4
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MP4
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57.4 MB
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016. Security.en.srt
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8.8 KB
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016. Security.mp4
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MP4
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47.8 MB
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017. Legal.en.srt
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10.7 KB
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017. Legal.mp4
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58.6 MB
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018. Explainable AI.en.srt
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16.1 KB
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018. Explainable AI.mp4
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MP4
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86.5 MB
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019. Agency of algorithms and decision-makers.en.srt
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8.6 KB
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019. Agency of algorithms and decision-makers.mp4
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MP4
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42.2 MB
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020. Data preparation.en.srt
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8.7 KB
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020. Data preparation.mp4
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MP4
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47.6 MB
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021. Labeling data.en.srt
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17.1 KB
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021. Labeling data.mp4
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MP4
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76.4 MB
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022. In-house data.en.srt
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9.9 KB
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022. In-house data.mp4
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MP4
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49.3 MB
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023. Open data.en.srt
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7 KB
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023. Open data.mp4
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MP4
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37.3 MB
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024. APIs.en.srt
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4.4 KB
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024. APIs.mp4
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MP4
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23.7 MB
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025. Scraping data.en.srt
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8.1 KB
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025. Scraping data.mp4
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MP4
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57 MB
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026. Creating data.en.srt
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9.7 KB
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026. Creating data.mp4
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MP4
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49.1 MB
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027. Passive collection of training data.en.srt
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6.8 KB
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027. Passive collection of training data.mp4
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MP4
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34.6 MB
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028. Self-generated data.en.srt
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5.5 KB
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028. Self-generated data.mp4
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MP4
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42.3 MB
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029. Data vendors.en.srt
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9.1 KB
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029. Data vendors.mp4
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MP4
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48.2 MB
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030. Data ethics.en.srt
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8.7 KB
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030. Data ethics.mp4
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MP4
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45.6 MB
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031. The enumeration of explicit rules.en.srt
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6.6 KB
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031. The enumeration of explicit rules.mp4
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MP4
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35.6 MB
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032. The derivation of rules from data analysis.en.srt
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7.2 KB
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032. The derivation of rules from data analysis.mp4
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MP4
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53.6 MB
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033. The generation of implicit rules.en.srt
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5.8 KB
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033. The generation of implicit rules.mp4
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MP4
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31.2 MB
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034. Applications for data analysis.en.srt
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7.5 KB
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034. Applications for data analysis.mp4
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MP4
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42.7 MB
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035. Languages for data science.en.srt
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6 KB
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035. Languages for data science.mp4
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MP4
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34.4 MB
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036. AutoML.en.srt
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6.8 KB
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036. AutoML.mp4
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MP4
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37.5 MB
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037. Machine learning as a service.en.srt
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5.6 KB
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037. Machine learning as a service.mp4
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MP4
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29.3 MB
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038. Sampling and probability.en.srt
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7.9 KB
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038. Sampling and probability.mp4
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MP4
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47.3 MB
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039. Algebra.en.srt
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SRT
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12.7 KB
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039. Algebra.mp4
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MP4
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64.1 MB
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040. Calculus.en.srt
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SRT
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7.7 KB
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040. Calculus.mp4
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MP4
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44.2 MB
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041. Optimization and the combinatorial explosion.en.srt
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SRT
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11 KB
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041. Optimization and the combinatorial explosion.mp4
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MP4
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53.6 MB
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042. Bayes' theorem.en.srt
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7.2 KB
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042. Bayes' theorem.mp4
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MP4
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38.7 MB
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043. Supervised vs. unsupervised learning.en.srt
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5.9 KB
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043. Supervised vs. unsupervised learning.mp4
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MP4
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31.8 MB
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044. Descriptive analyses.en.srt
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SRT
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11.9 KB
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044. Descriptive analyses.mp4
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MP4
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57.8 MB
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045. Clustering.en.srt
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SRT
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10.4 KB
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045. Clustering.mp4
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MP4
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50.3 MB
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046. Dimensionality reduction.en.srt
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SRT
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9.5 KB
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046. Dimensionality reduction.mp4
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MP4
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49.4 MB
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047. Anomaly detection.en.srt
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SRT
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8.8 KB
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047. Anomaly detection.mp4
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MP4
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43.8 MB
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048. Supervised learning with predictive models.en.srt
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SRT
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13.1 KB
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048. Supervised learning with predictive models.mp4
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MP4
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65.2 MB
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049. Time-series data.en.srt
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SRT
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15.4 KB
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049. Time-series data.mp4
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MP4
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80.5 MB
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050. Classifying.en.srt
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SRT
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9.9 KB
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050. Classifying.mp4
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MP4
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48.7 MB
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051. Feature selection and creation.en.srt
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SRT
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10.4 KB
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051. Feature selection and creation.mp4
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MP4
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50.9 MB
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052. Aggregating models.en.srt
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SRT
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14.1 KB
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052. Aggregating models.mp4
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MP4
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74.4 MB
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053. Validating models.en.srt
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SRT
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9.3 KB
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053. Validating models.mp4
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MP4
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50.5 MB
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054. Generative adversarial networks (GANs).en.srt
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SRT
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8.8 KB
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054. Generative adversarial networks (GANs).mp4
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MP4
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51.1 MB
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055. Reinforcement learning.en.srt
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SRT
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10.3 KB
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055. Reinforcement learning.mp4
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MP4
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52.8 MB
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056. The importance of interpretability.en.srt
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SRT
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5.6 KB
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056. The importance of interpretability.mp4
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MP4
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28.9 MB
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057. Interpretable methods.en.srt
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SRT
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8.4 KB
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057. Interpretable methods.mp4
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MP4
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44.2 MB
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058. Actionable insights.en.srt
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SRT
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4.8 KB
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058. Actionable insights.mp4
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MP4
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25.5 MB
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059. Next steps and additional resources.en.srt
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SRT
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4.4 KB
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059. Next steps and additional resources.mp4
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MP4
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24.6 MB
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Bonus Resources.txt
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TXT
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409.6 B
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Get Bonus Downloads Here.url
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URL
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204.8 B
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