| File | Size |
|---|
| 01 Introduction/001 The fundamentals of data science-en.srt | 2.39 kB |
| 01 Introduction/001 The fundamentals of data science.mp4 | 11.81 MB |
| 02 What Is Data Science_/001 Supply and demand for data science-en.srt | 6.66 kB |
| 02 What Is Data Science_/001 Supply and demand for data science.mp4 | 8.28 MB |
| 02 What Is Data Science_/002 The data science Venn diagram-en.srt | 7.71 kB |
| 02 What Is Data Science_/002 The data science Venn diagram.mp4 | 8.64 MB |
| 02 What Is Data Science_/003 The data science pathway-en.srt | 9.46 kB |
| 02 What Is Data Science_/003 The data science pathway.mp4 | 23.22 MB |
| 02 What Is Data Science_/004 Roles and teams in data science-en.srt | 7.90 kB |
| 02 What Is Data Science_/004 Roles and teams in data science.mp4 | 14.03 MB |
| 03 The Place of Data Science in the Data Universe/001 Artificial intelligence-en.srt | 13.88 kB |
| 03 The Place of Data Science in the Data Universe/001 Artificial intelligence.mp4 | 29.55 MB |
| 03 The Place of Data Science in the Data Universe/002 Machine learning-en.srt | 13.37 kB |
| 03 The Place of Data Science in the Data Universe/002 Machine learning.mp4 | 29.96 MB |
| 03 The Place of Data Science in the Data Universe/003 Deep learning neural networks-en.srt | 11.98 kB |
| 03 The Place of Data Science in the Data Universe/003 Deep learning neural networks.mp4 | 30.53 MB |
| 03 The Place of Data Science in the Data Universe/004 Big data-en.srt | 9.29 kB |
| 03 The Place of Data Science in the Data Universe/004 Big data.mp4 | 14.91 MB |
| 03 The Place of Data Science in the Data Universe/005 Predictive analytics-en.srt | 8.31 kB |
| 03 The Place of Data Science in the Data Universe/005 Predictive analytics.mp4 | 12.04 MB |
| 03 The Place of Data Science in the Data Universe/006 Prescriptive analytics-en.srt | 13.36 kB |
| 03 The Place of Data Science in the Data Universe/006 Prescriptive analytics.mp4 | 13.98 MB |
| 03 The Place of Data Science in the Data Universe/007 Business intelligence-en.srt | 6.81 kB |
| 03 The Place of Data Science in the Data Universe/007 Business intelligence.mp4 | 11.08 MB |
| 04 Ethics and Agency/001 Legal ethical and social issues of data science-en.srt | 7.60 kB |
| 04 Ethics and Agency/001 Legal ethical and social issues of data science.mp4 | 12.59 MB |
| 04 Ethics and Agency/002 Agency of algorithms and decision-makers-en.srt | 8.84 kB |
| 04 Ethics and Agency/002 Agency of algorithms and decision-makers.mp4 | 12.62 MB |
| 05 Sources of Data/001 Data preparation-en.srt | 9.24 kB |
| 05 Sources of Data/001 Data preparation.mp4 | 15.00 MB |
| 05 Sources of Data/002 In-house data-en.srt | 3.66 kB |
| 05 Sources of Data/002 In-house data.mp4 | 6.05 MB |
| 05 Sources of Data/003 Open data-en.srt | 8.53 kB |
| 05 Sources of Data/003 Open data.mp4 | 20.52 MB |
| 05 Sources of Data/004 APIs-en.srt | 4.54 kB |
| 05 Sources of Data/004 APIs.mp4 | 10.55 MB |
| 05 Sources of Data/005 Scraping data-en.srt | 8.32 kB |
| 05 Sources of Data/005 Scraping data.mp4 | 29.71 MB |
| 05 Sources of Data/006 Creating data-en.srt | 10.07 kB |
| 05 Sources of Data/006 Creating data.mp4 | 14.73 MB |
| 05 Sources of Data/007 Passive collection of training data-en.srt | 6.76 kB |
| 05 Sources of Data/007 Passive collection of training data.mp4 | 13.21 MB |
| 05 Sources of Data/008 Self-generated data-en.srt | 5.67 kB |
| 05 Sources of Data/008 Self-generated data.mp4 | 13.97 MB |
| 06 Sources of Rules/001 The enumeration of explicit rules-en.srt | 6.90 kB |
| 06 Sources of Rules/001 The enumeration of explicit rules.mp4 | 12.66 MB |
| 06 Sources of Rules/002 The derivation of rules from data analysis-en.srt | 7.39 kB |
| 06 Sources of Rules/002 The derivation of rules from data analysis.mp4 | 23.83 MB |
| 06 Sources of Rules/003 The generation of implicit rules-en.srt | 5.98 kB |
| 06 Sources of Rules/003 The generation of implicit rules.mp4 | 9.18 MB |
| 07 Tools for Data Science/001 Applications for data analysis-en.srt | 7.71 kB |
| 07 Tools for Data Science/001 Applications for data analysis.mp4 | 15.15 MB |
| 07 Tools for Data Science/002 Languages for data science-en.srt | 6.42 kB |
| 07 Tools for Data Science/002 Languages for data science.mp4 | 12.86 MB |
| 07 Tools for Data Science/003 Machine learning as a service-en.srt | 5.53 kB |
| 07 Tools for Data Science/003 Machine learning as a service.mp4 | 11.26 MB |
| 08 Mathematics for Data Science/001 Algebra-en.srt | 12.96 kB |
| 08 Mathematics for Data Science/001 Algebra.mp4 | 14.83 MB |
| 08 Mathematics for Data Science/002 Calculus-en.srt | 7.63 kB |
| 08 Mathematics for Data Science/002 Calculus.mp4 | 8.66 MB |
| 08 Mathematics for Data Science/003 Optimization and the combinatorial explosion-en.srt | 11.33 kB |
| 08 Mathematics for Data Science/003 Optimization and the combinatorial explosion.mp4 | 13.87 MB |
| 08 Mathematics for Data Science/004 Bayes theorem-en.srt | 7.62 kB |
| 08 Mathematics for Data Science/004 Bayes theorem.mp4 | 10.58 MB |
| 09 Analyses for Data Science/001 Descriptive analyses-en.srt | 12.05 kB |
| 09 Analyses for Data Science/001 Descriptive analyses.mp4 | 23.19 MB |
| 09 Analyses for Data Science/002 Predictive models-en.srt | 13.39 kB |
| 09 Analyses for Data Science/002 Predictive models.mp4 | 24.51 MB |
| 09 Analyses for Data Science/003 Trend analysis-en.srt | 11.38 kB |
| 09 Analyses for Data Science/003 Trend analysis.mp4 | 19.19 MB |
| 09 Analyses for Data Science/004 Clustering-en.srt | 10.21 kB |
| 09 Analyses for Data Science/004 Clustering.mp4 | 18.41 MB |
| 09 Analyses for Data Science/005 Classifying-en.srt | 10.05 kB |
| 09 Analyses for Data Science/005 Classifying.mp4 | 13.01 MB |
| 09 Analyses for Data Science/006 Anomaly detection-en.srt | 9.14 kB |
| 09 Analyses for Data Science/006 Anomaly detection.mp4 | 18.19 MB |
| 09 Analyses for Data Science/007 Dimensionality reduction-en.srt | 9.50 kB |
| 09 Analyses for Data Science/007 Dimensionality reduction.mp4 | 19.46 MB |
| 09 Analyses for Data Science/008 Feature selection and creation-en.srt | 10.69 kB |
| 09 Analyses for Data Science/008 Feature selection and creation.mp4 | 16.90 MB |
| 09 Analyses for Data Science/009 Validating models-en.srt | 8.13 kB |
| 09 Analyses for Data Science/009 Validating models.mp4 | 18.20 MB |
| 09 Analyses for Data Science/010 Aggregating models-en.srt | 6.69 kB |
| 09 Analyses for Data Science/010 Aggregating models.mp4 | 15.04 MB |
| 10 Acting on Data Science/001 Interpretability-en.srt | 5.63 kB |
| 10 Acting on Data Science/001 Interpretability.mp4 | 9.30 MB |
| 10 Acting on Data Science/002 Actionable insights-en.srt | 4.76 kB |
| 10 Acting on Data Science/002 Actionable insights.mp4 | 8.24 MB |
| 11 Conclusion/001 Next steps-en.srt | 4.77 kB |
| 11 Conclusion/001 Next steps.mp4 | 9.54 MB |
| Ex_Files_Data_Science_Fundamentals.zip | 29.02 kB |
| Udemy Course downloader.txt | 94.00 B |
| udemycoursedownloader.com.url | 132.00 B |
English
