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[UdemyCourseDownloader] The Data Science Course 2018 Complete Data Science Bootcamp
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[UdemyCourseDownloader] The Data Science Course 2018 Complete Data Science Bootcamp
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2018-11-11
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文件列表
11. Statistics - Practical Example Descriptive Statistics/1. Practical Example Descriptive Statistics.mp4
167.2 MB
udemycoursedownloader.com.url
132 Bytes
1. Part 1 Introduction/1. A Practical Example What You Will Learn in This Course.mp4
51.4 MB
1. Part 1 Introduction/1. A Practical Example What You Will Learn in This Course.srt
6.5 kB
1. Part 1 Introduction/1. A Practical Example What You Will Learn in This Course.vtt
5.8 kB
1. Part 1 Introduction/2. What Does the Course Cover.mp4
65.3 MB
1. Part 1 Introduction/2. What Does the Course Cover.srt
5.2 kB
1. Part 1 Introduction/2. What Does the Course Cover.vtt
4.6 kB
2. The Field of Data Science - The Various Data Science Disciplines/1. Data Science and Business Buzzwords Why are there so many.mp4
85.4 MB
2. The Field of Data Science - The Various Data Science Disciplines/1. Data Science and Business Buzzwords Why are there so many.srt
6.8 kB
2. The Field of Data Science - The Various Data Science Disciplines/1. Data Science and Business Buzzwords Why are there so many.vtt
6.0 kB
2. The Field of Data Science - The Various Data Science Disciplines/2. Data Science and Business Buzzwords Why are there so many.html
161 Bytes
2. The Field of Data Science - The Various Data Science Disciplines/3. What is the difference between Analysis and Analytics.mp4
56.2 MB
2. The Field of Data Science - The Various Data Science Disciplines/3. What is the difference between Analysis and Analytics.srt
5.2 kB
2. The Field of Data Science - The Various Data Science Disciplines/3. What is the difference between Analysis and Analytics.vtt
4.5 kB
2. The Field of Data Science - The Various Data Science Disciplines/4. What is the difference between Analysis and Analytics.html
161 Bytes
2. The Field of Data Science - The Various Data Science Disciplines/5. Business Analytics, Data Analytics, and Data Science An Introduction.mp4
67.6 MB
2. The Field of Data Science - The Various Data Science Disciplines/5. Business Analytics, Data Analytics, and Data Science An Introduction.srt
10.9 kB
2. The Field of Data Science - The Various Data Science Disciplines/5. Business Analytics, Data Analytics, and Data Science An Introduction.vtt
9.5 kB
2. The Field of Data Science - The Various Data Science Disciplines/5.1 365_DataScience_Diagram.pdf.pdf
330.8 kB
2. The Field of Data Science - The Various Data Science Disciplines/6. Business Analytics, Data Analytics, and Data Science An Introduction.html
161 Bytes
2. The Field of Data Science - The Various Data Science Disciplines/7. Continuing with BI, ML, and AI.mp4
114.3 MB
2. The Field of Data Science - The Various Data Science Disciplines/7. Continuing with BI, ML, and AI.srt
12.2 kB
2. The Field of Data Science - The Various Data Science Disciplines/7. Continuing with BI, ML, and AI.vtt
10.7 kB
2. The Field of Data Science - The Various Data Science Disciplines/7.1 365_DataScience_Diagram.pdf.pdf
330.8 kB
2. The Field of Data Science - The Various Data Science Disciplines/7.2 365_DataScience.png.png
7.3 MB
2. The Field of Data Science - The Various Data Science Disciplines/8. Continuing with BI, ML, and AI.html
161 Bytes
2. The Field of Data Science - The Various Data Science Disciplines/9. A Breakdown of our Data Science Infographic.mp4
71.0 MB
2. The Field of Data Science - The Various Data Science Disciplines/9. A Breakdown of our Data Science Infographic.srt
5.2 kB
2. The Field of Data Science - The Various Data Science Disciplines/9. A Breakdown of our Data Science Infographic.vtt
4.6 kB
2. The Field of Data Science - The Various Data Science Disciplines/9.1 365_DataScience.png.png
7.3 MB
2. The Field of Data Science - The Various Data Science Disciplines/10. A Breakdown of our Data Science Infographic.html
161 Bytes
3. The Field of Data Science - Connecting the Data Science Disciplines/1. Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.mp4
133.0 MB
3. The Field of Data Science - Connecting the Data Science Disciplines/1. Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.srt
9.2 kB
3. The Field of Data Science - Connecting the Data Science Disciplines/1. Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.vtt
8.1 kB
3. The Field of Data Science - Connecting the Data Science Disciplines/2. Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.html
161 Bytes
4. The Field of Data Science - The Benefits of Each Discipline/1. The Reason behind these Disciplines.mp4
85.1 MB
4. The Field of Data Science - The Benefits of Each Discipline/1. The Reason behind these Disciplines.srt
6.7 kB
4. The Field of Data Science - The Benefits of Each Discipline/1. The Reason behind these Disciplines.vtt
5.8 kB
4. The Field of Data Science - The Benefits of Each Discipline/2. The Reason behind these Disciplines.html
161 Bytes
5. The Field of Data Science - Popular Data Science Techniques/1. Techniques for Working with Traditional Data.mp4
145.0 MB
5. The Field of Data Science - Popular Data Science Techniques/1. Techniques for Working with Traditional Data.srt
10.9 kB
5. The Field of Data Science - Popular Data Science Techniques/1. Techniques for Working with Traditional Data.vtt
9.5 kB
5. The Field of Data Science - Popular Data Science Techniques/2. Techniques for Working with Traditional Data.html
161 Bytes
5. The Field of Data Science - Popular Data Science Techniques/3. Real Life Examples of Traditional Data.mp4
31.4 MB
5. The Field of Data Science - Popular Data Science Techniques/3. Real Life Examples of Traditional Data.srt
2.3 kB
5. The Field of Data Science - Popular Data Science Techniques/3. Real Life Examples of Traditional Data.vtt
2.0 kB
5. The Field of Data Science - Popular Data Science Techniques/4. Techniques for Working with Big Data.mp4
79.2 MB
5. The Field of Data Science - Popular Data Science Techniques/4. Techniques for Working with Big Data.srt
5.8 kB
5. The Field of Data Science - Popular Data Science Techniques/4. Techniques for Working with Big Data.vtt
5.1 kB
5. The Field of Data Science - Popular Data Science Techniques/5. Techniques for Working with Big Data.html
161 Bytes
5. The Field of Data Science - Popular Data Science Techniques/6. Real Life Examples of Big Data.mp4
23.1 MB
5. The Field of Data Science - Popular Data Science Techniques/6. Real Life Examples of Big Data.srt
1.9 kB
5. The Field of Data Science - Popular Data Science Techniques/6. Real Life Examples of Big Data.vtt
1.7 kB
5. The Field of Data Science - Popular Data Science Techniques/7. Business Intelligence (BI) Techniques.mp4
94.3 MB
5. The Field of Data Science - Popular Data Science Techniques/7. Business Intelligence (BI) Techniques.srt
8.8 kB
5. The Field of Data Science - Popular Data Science Techniques/7. Business Intelligence (BI) Techniques.vtt
7.7 kB
5. The Field of Data Science - Popular Data Science Techniques/8. Business Intelligence (BI) Techniques.html
161 Bytes
5. The Field of Data Science - Popular Data Science Techniques/9. Real Life Examples of Business Intelligence (BI).mp4
31.0 MB
5. The Field of Data Science - Popular Data Science Techniques/9. Real Life Examples of Business Intelligence (BI).srt
2.2 kB
5. The Field of Data Science - Popular Data Science Techniques/9. Real Life Examples of Business Intelligence (BI).vtt
1.9 kB
5. The Field of Data Science - Popular Data Science Techniques/10. Techniques for Working with Traditional Methods.mp4
129.5 MB
5. The Field of Data Science - Popular Data Science Techniques/10. Techniques for Working with Traditional Methods.srt
11.3 kB
5. The Field of Data Science - Popular Data Science Techniques/10. Techniques for Working with Traditional Methods.vtt
9.9 kB
5. The Field of Data Science - Popular Data Science Techniques/11. Techniques for Working with Traditional Methods.html
161 Bytes
5. The Field of Data Science - Popular Data Science Techniques/12. Real Life Examples of Traditional Methods.mp4
44.9 MB
5. The Field of Data Science - Popular Data Science Techniques/12. Real Life Examples of Traditional Methods.srt
3.7 kB
5. The Field of Data Science - Popular Data Science Techniques/12. Real Life Examples of Traditional Methods.vtt
3.2 kB
5. The Field of Data Science - Popular Data Science Techniques/13. Machine Learning (ML) Techniques.mp4
104.1 MB
5. The Field of Data Science - Popular Data Science Techniques/13. Machine Learning (ML) Techniques.srt
8.9 kB
5. The Field of Data Science - Popular Data Science Techniques/13. Machine Learning (ML) Techniques.vtt
7.9 kB
5. The Field of Data Science - Popular Data Science Techniques/14. Machine Learning (ML) Techniques.html
161 Bytes
5. The Field of Data Science - Popular Data Science Techniques/15. Types of Machine Learning.mp4
131.2 MB
5. The Field of Data Science - Popular Data Science Techniques/15. Types of Machine Learning.srt
10.8 kB
5. The Field of Data Science - Popular Data Science Techniques/15. Types of Machine Learning.vtt
9.5 kB
5. The Field of Data Science - Popular Data Science Techniques/16. Types of Machine Learning.html
161 Bytes
5. The Field of Data Science - Popular Data Science Techniques/17. Real Life Examples of Machine Learning (ML).mp4
38.6 MB
5. The Field of Data Science - Popular Data Science Techniques/17. Real Life Examples of Machine Learning (ML).srt
3.0 kB
5. The Field of Data Science - Popular Data Science Techniques/17. Real Life Examples of Machine Learning (ML).vtt
2.6 kB
5. The Field of Data Science - Popular Data Science Techniques/18. Real Life Examples of Machine Learning (ML).html
161 Bytes
6. The Field of Data Science - Popular Data Science Tools/1. Necessary Programming Languages and Software Used in Data Science.mp4
108.6 MB
6. The Field of Data Science - Popular Data Science Tools/1. Necessary Programming Languages and Software Used in Data Science.srt
7.5 kB
6. The Field of Data Science - Popular Data Science Tools/1. Necessary Programming Languages and Software Used in Data Science.vtt
6.6 kB
6. The Field of Data Science - Popular Data Science Tools/2. Necessary Programming Languages and Software Used in Data Science.html
161 Bytes
7. The Field of Data Science - Careers in Data Science/1. Finding the Job - What to Expect and What to Look for.mp4
57.0 MB
7. The Field of Data Science - Careers in Data Science/1. Finding the Job - What to Expect and What to Look for.srt
4.6 kB
7. The Field of Data Science - Careers in Data Science/1. Finding the Job - What to Expect and What to Look for.vtt
4.0 kB
7. The Field of Data Science - Careers in Data Science/2. Finding the Job - What to Expect and What to Look for.html
161 Bytes
8. The Field of Data Science - Debunking Common Misconceptions/1. Debunking Common Misconceptions.mp4
76.4 MB
8. The Field of Data Science - Debunking Common Misconceptions/1. Debunking Common Misconceptions.srt
5.4 kB
8. The Field of Data Science - Debunking Common Misconceptions/1. Debunking Common Misconceptions.vtt
4.8 kB
8. The Field of Data Science - Debunking Common Misconceptions/2. Debunking Common Misconceptions.html
161 Bytes
9. Part 2 Statistics/1. Population and Sample.mp4
60.9 MB
9. Part 2 Statistics/1. Population and Sample.srt
5.6 kB
9. Part 2 Statistics/1. Population and Sample.vtt
4.9 kB
9. Part 2 Statistics/1.1 Glossary.xlsx.xlsx
20.4 kB
9. Part 2 Statistics/1.2 Course notes_descriptive_statistics.pdf.pdf
493.8 kB
9. Part 2 Statistics/2. Population and Sample.html
161 Bytes
10. Statistics - Descriptive Statistics/1. Types of Data.mp4
76.0 MB
10. Statistics - Descriptive Statistics/1. Types of Data.srt
6.1 kB
10. Statistics - Descriptive Statistics/1. Types of Data.vtt
5.4 kB
10. Statistics - Descriptive Statistics/1.1 Course notes_descriptive_statistics.pdf.pdf
493.8 kB
10. Statistics - Descriptive Statistics/2. Types of Data.html
161 Bytes
10. Statistics - Descriptive Statistics/3. Levels of Measurement.mp4
57.0 MB
10. Statistics - Descriptive Statistics/3. Levels of Measurement.srt
4.7 kB
10. Statistics - Descriptive Statistics/3. Levels of Measurement.vtt
4.1 kB
10. Statistics - Descriptive Statistics/4. Levels of Measurement.html
161 Bytes
10. Statistics - Descriptive Statistics/5. Categorical Variables - Visualization Techniques.mp4
40.3 MB
10. Statistics - Descriptive Statistics/5. Categorical Variables - Visualization Techniques.srt
6.6 kB
10. Statistics - Descriptive Statistics/5. Categorical Variables - Visualization Techniques.vtt
5.8 kB
10. Statistics - Descriptive Statistics/5.1 2.3.Categorical-variables.Visualization-techniques-lesson.xlsx.xlsx
31.5 kB
10. Statistics - Descriptive Statistics/6. Categorical Variables Exercise.html
81 Bytes
10. Statistics - Descriptive Statistics/6.1 2.3. Categorical variables. Visualization techniques_exercise_solution.xlsx.xlsx
42.1 kB
10. Statistics - Descriptive Statistics/6.2 2.3. Categorical variables. Visualization techniques_exercise.xlsx.xlsx
15.6 kB
10. Statistics - Descriptive Statistics/7. Numerical Variables - Frequency Distribution Table.mp4
27.2 MB
10. Statistics - Descriptive Statistics/7. Numerical Variables - Frequency Distribution Table.srt
4.5 kB
10. Statistics - Descriptive Statistics/7. Numerical Variables - Frequency Distribution Table.vtt
3.9 kB
10. Statistics - Descriptive Statistics/7.1 2.4. Numerical variables. Frequency distribution table_lesson.xlsx.xlsx
11.6 kB
10. Statistics - Descriptive Statistics/8. Numerical Variables Exercise.html
81 Bytes
10. Statistics - Descriptive Statistics/8.1 2.4. Numerical variables. Frequency distribution table_exercise_solution.xlsx.xlsx
13.5 kB
10. Statistics - Descriptive Statistics/8.2 2.4. Numerical variables. Frequency distribution table_exercise.xlsx.xlsx
12.0 kB
10. Statistics - Descriptive Statistics/9. The Histogram.mp4
14.4 MB
10. Statistics - Descriptive Statistics/9. The Histogram.srt
3.1 kB
10. Statistics - Descriptive Statistics/9. The Histogram.vtt
2.7 kB
10. Statistics - Descriptive Statistics/9.1 2.5. The Histogram_lesson.xlsx.xlsx
19.1 kB
10. Statistics - Descriptive Statistics/10. Histogram Exercise.html
81 Bytes
10. Statistics - Descriptive Statistics/10.1 2.5.The-Histogram-exercise.xlsx.xlsx
15.9 kB
10. Statistics - Descriptive Statistics/10.2 2.5.The-Histogram-exercise-solution.xlsx.xlsx
17.5 kB
10. Statistics - Descriptive Statistics/11. Cross Table and Scatter Plot.mp4
41.7 MB
10. Statistics - Descriptive Statistics/11. Cross Table and Scatter Plot.srt
6.8 kB
10. Statistics - Descriptive Statistics/11. Cross Table and Scatter Plot.vtt
6.0 kB
10. Statistics - Descriptive Statistics/11.1 2.6. Cross table and scatter plot.xlsx.xlsx
26.7 kB
10. Statistics - Descriptive Statistics/12. Cross Tables and Scatter Plots Exercise.html
81 Bytes
10. Statistics - Descriptive Statistics/12.1 2.6. Cross table and scatter plot_exercise_solution.xlsx.xlsx
41.4 kB
10. Statistics - Descriptive Statistics/12.2 2.6. Cross table and scatter plot_exercise.xlsx.xlsx
16.7 kB
10. Statistics - Descriptive Statistics/13. Mean, median and mode.mp4
38.9 MB
10. Statistics - Descriptive Statistics/13. Mean, median and mode.srt
5.9 kB
10. Statistics - Descriptive Statistics/13. Mean, median and mode.vtt
5.1 kB
10. Statistics - Descriptive Statistics/13.1 2.7. Mean, median and mode_lesson.xlsx.xlsx
10.7 kB
10. Statistics - Descriptive Statistics/14. Mean, Median and Mode Exercise.html
81 Bytes
10. Statistics - Descriptive Statistics/14.1 2.7. Mean, median and mode_exercise_solution.xlsx.xlsx
11.6 kB
10. Statistics - Descriptive Statistics/14.2 2.7. Mean, median and mode_exercise.xlsx.xlsx
11.1 kB
10. Statistics - Descriptive Statistics/15. Skewness.mp4
20.3 MB
10. Statistics - Descriptive Statistics/15. Skewness.srt
3.7 kB
10. Statistics - Descriptive Statistics/15. Skewness.vtt
3.3 kB
10. Statistics - Descriptive Statistics/15.1 2.8. Skewness_lesson.xlsx.xlsx
35.5 kB
10. Statistics - Descriptive Statistics/16. Skewness Exercise.html
81 Bytes
10. Statistics - Descriptive Statistics/16.1 2.8. Skewness_exercise.xlsx.xlsx
9.7 kB
10. Statistics - Descriptive Statistics/16.2 2.8. Skewness_exercise_solution.xlsx.xlsx
20.2 kB
10. Statistics - Descriptive Statistics/17. Variance.mp4
53.4 MB
10. Statistics - Descriptive Statistics/17. Variance.srt
7.7 kB
10. Statistics - Descriptive Statistics/17. Variance.vtt
6.8 kB
10. Statistics - Descriptive Statistics/17.1 2.9. Variance_lesson.xlsx.xlsx
10.3 kB
10. Statistics - Descriptive Statistics/18. Variance Exercise.html
522 Bytes
10. Statistics - Descriptive Statistics/18.1 2.9. Variance_exercise.xlsx.xlsx
11.1 kB
10. Statistics - Descriptive Statistics/18.2 2.9. Variance_exercise_solution.xlsx.xlsx
11.3 kB
10. Statistics - Descriptive Statistics/19. Standard Deviation and Coefficient of Variation.mp4
47.3 MB
10. Statistics - Descriptive Statistics/19. Standard Deviation and Coefficient of Variation.srt
6.8 kB
10. Statistics - Descriptive Statistics/19. Standard Deviation and Coefficient of Variation.vtt
5.9 kB
10. Statistics - Descriptive Statistics/19.1 2.10. Standard deviation and coefficient of variation_lesson.xlsx.xlsx
11.2 kB
10. Statistics - Descriptive Statistics/20. Standard Deviation and Coefficient of Variation Exercise.html
81 Bytes
10. Statistics - Descriptive Statistics/20.1 2.10. Standard deviation and coefficient of variation_exercise_solution.xlsx.xlsx
12.7 kB
10. Statistics - Descriptive Statistics/20.2 2.10. Standard deviation and coefficient of variation_exercise.xlsx.xlsx
11.6 kB
10. Statistics - Descriptive Statistics/21. Covariance.mp4
28.8 MB
10. Statistics - Descriptive Statistics/21. Covariance.srt
5.0 kB
10. Statistics - Descriptive Statistics/21. Covariance.vtt
4.4 kB
10. Statistics - Descriptive Statistics/21.1 2.11. Covariance_lesson.xlsx.xlsx
25.5 kB
10. Statistics - Descriptive Statistics/22. Covariance Exercise.html
81 Bytes
10. Statistics - Descriptive Statistics/22.1 2.11. Covariance_exercise.xlsx.xlsx
20.7 kB
10. Statistics - Descriptive Statistics/22.2 2.11. Covariance_exercise_solution.xlsx.xlsx
30.2 kB
10. Statistics - Descriptive Statistics/23. Correlation Coefficient.mp4
31.0 MB
10. Statistics - Descriptive Statistics/23. Correlation Coefficient.srt
4.8 kB
10. Statistics - Descriptive Statistics/23. Correlation Coefficient.vtt
4.2 kB
10. Statistics - Descriptive Statistics/24. Correlation Coefficient Exercise.html
81 Bytes
10. Statistics - Descriptive Statistics/24.1 2.12. Correlation_exercise.xlsx.xlsx
30.0 kB
10. Statistics - Descriptive Statistics/24.2 2.12. Correlation_exercise_solution.xlsx.xlsx
30.2 kB
Udemy Course downloader.txt
94 Bytes
11. Statistics - Practical Example Descriptive Statistics/1. Practical Example Descriptive Statistics.srt
21.1 kB
11. Statistics - Practical Example Descriptive Statistics/1. Practical Example Descriptive Statistics.vtt
18.3 kB
11. Statistics - Practical Example Descriptive Statistics/1.1 2.13. Practical example. Descriptive statistics_lesson.xlsx.xlsx
150.0 kB
11. Statistics - Practical Example Descriptive Statistics/2. Practical Example Descriptive Statistics Exercise.html
81 Bytes
11. Statistics - Practical Example Descriptive Statistics/2.1 2.13. Practical-example.Descriptive-statistics-exercise-solution.xlsx.xlsx
149.7 kB
11. Statistics - Practical Example Descriptive Statistics/2.2 2.13.Practical-example.Descriptive-statistics-exercise.xlsx.xlsx
123.1 kB
12. Statistics - Inferential Statistics Fundamentals/1. Introduction.mp4
16.3 MB
12. Statistics - Inferential Statistics Fundamentals/1. Introduction.srt
1.7 kB
12. Statistics - Inferential Statistics Fundamentals/1. Introduction.vtt
1.5 kB
12. Statistics - Inferential Statistics Fundamentals/1.1 Course notes_inferential statistics.pdf.pdf
391.5 kB
12. Statistics - Inferential Statistics Fundamentals/2. What is a Distribution.mp4
64.6 MB
12. Statistics - Inferential Statistics Fundamentals/2. What is a Distribution.srt
6.0 kB
12. Statistics - Inferential Statistics Fundamentals/2. What is a Distribution.vtt
5.2 kB
12. Statistics - Inferential Statistics Fundamentals/2.1 Course notes_inferential statistics.pdf.pdf
391.5 kB
12. Statistics - Inferential Statistics Fundamentals/2.2 3.2. What is a distribution_lesson.xlsx.xlsx
19.9 kB
12. Statistics - Inferential Statistics Fundamentals/3. What is a Distribution.html
161 Bytes
12. Statistics - Inferential Statistics Fundamentals/4. The Normal Distribution.mp4
52.3 MB
12. Statistics - Inferential Statistics Fundamentals/4. The Normal Distribution.srt
5.0 kB
12. Statistics - Inferential Statistics Fundamentals/4. The Normal Distribution.vtt
4.4 kB
12. Statistics - Inferential Statistics Fundamentals/5. The Normal Distribution.html
161 Bytes
12. Statistics - Inferential Statistics Fundamentals/6. The Standard Normal Distribution.mp4
23.6 MB
12. Statistics - Inferential Statistics Fundamentals/6. The Standard Normal Distribution.srt
4.0 kB
12. Statistics - Inferential Statistics Fundamentals/6. The Standard Normal Distribution.vtt
3.5 kB
12. Statistics - Inferential Statistics Fundamentals/6.1 3.4. Standard normal distribution_lesson.xlsx.xlsx
10.6 kB
12. Statistics - Inferential Statistics Fundamentals/7. The Standard Normal Distribution Exercise.html
81 Bytes
12. Statistics - Inferential Statistics Fundamentals/7.1 3.4. Standard normal distribution_exercise.xlsx.xlsx
12.1 kB
12. Statistics - Inferential Statistics Fundamentals/7.2 3.4. Standard normal distribution_exercise_solution.xlsx.xlsx
24.3 kB
12. Statistics - Inferential Statistics Fundamentals/8. Central Limit Theorem.mp4
65.9 MB
12. Statistics - Inferential Statistics Fundamentals/8. Central Limit Theorem.srt
5.8 kB
12. Statistics - Inferential Statistics Fundamentals/8. Central Limit Theorem.vtt
5.1 kB
12. Statistics - Inferential Statistics Fundamentals/9. Central Limit Theorem.html
161 Bytes
12. Statistics - Inferential Statistics Fundamentals/10. Standard error.mp4
23.9 MB
12. Statistics - Inferential Statistics Fundamentals/10. Standard error.srt
2.1 kB
12. Statistics - Inferential Statistics Fundamentals/10. Standard error.vtt
1.8 kB
12. Statistics - Inferential Statistics Fundamentals/11. Estimators and Estimates.mp4
50.1 MB
12. Statistics - Inferential Statistics Fundamentals/11. Estimators and Estimates.srt
3.8 kB
12. Statistics - Inferential Statistics Fundamentals/11. Estimators and Estimates.vtt
3.4 kB
12. Statistics - Inferential Statistics Fundamentals/12. Estimators and Estimates.html
161 Bytes
13. Statistics - Inferential Statistics Confidence Intervals/1. What are Confidence Intervals.mp4
52.4 MB
13. Statistics - Inferential Statistics Confidence Intervals/1. What are Confidence Intervals.srt
3.3 kB
13. Statistics - Inferential Statistics Confidence Intervals/1. What are Confidence Intervals.vtt
2.9 kB
13. Statistics - Inferential Statistics Confidence Intervals/2. What are Confidence Intervals.html
161 Bytes
13. Statistics - Inferential Statistics Confidence Intervals/3. Confidence Intervals; Population Variance Known; z-score.mp4
82.0 MB
13. Statistics - Inferential Statistics Confidence Intervals/3. Confidence Intervals; Population Variance Known; z-score.srt
10.0 kB
13. Statistics - Inferential Statistics Confidence Intervals/3. Confidence Intervals; Population Variance Known; z-score.vtt
8.9 kB
13. Statistics - Inferential Statistics Confidence Intervals/3.1 3.9. Population variance known, z-score_lesson.xlsx.xlsx
11.5 kB
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24. Python - Iterations/4. Lists with the range() Function.mp4
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24. Python - Iterations/6. Conditional Statements and Loops.mp4
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24. Python - Iterations/8. How to Iterate over Dictionaries.mp4
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25. Python - Advanced Python Tools/1. Object Oriented Programming.mp4
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25. Python - Advanced Python Tools/3. Modules and Packages.mp4
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26. Part 4 Advanced Statistical Methods in Python/1. Introduction to Regression Analysis.mp4
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27. Advanced Statistical Methods - Linear regression/1. The Linear Regression Model.mp4
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27. Advanced Statistical Methods - Linear regression/6. Python Packages Installation.mp4
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27. Advanced Statistical Methods - Linear regression/9. Using Seaborn for Graphs.mp4
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28. Advanced Statistical Methods - Multiple Linear Regression/1. Multiple Linear Regression.mp4
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28. Advanced Statistical Methods - Multiple Linear Regression/5. Test for Significance of the Model (F-Test).mp4
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28. Advanced Statistical Methods - Multiple Linear Regression/17. Dealing with Categorical Data - Dummy Variables.mp4
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28. Advanced Statistical Methods - Multiple Linear Regression/19. Making Predictions with the Linear Regression.mp4
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29. Advanced Statistical Methods - Logistic Regression/1. Introduction to Logistic Regression.mp4
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29. Advanced Statistical Methods - Logistic Regression/3. Logistic vs Logit Function.mp4
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29. Advanced Statistical Methods - Logistic Regression/5. An Invaluable Coding Tip.mp4
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29. Advanced Statistical Methods - Logistic Regression/6. Understanding Logistic Regression Tables.mp4
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30. Advanced Statistical Methods - Cluster Analysis/1. Introduction to Cluster Analysis.mp4
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30. Advanced Statistical Methods - Cluster Analysis/3. Difference between Classification and Clustering.mp4
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31. Advanced Statistical Methods - K-Means Clustering/1. K-Means Clustering.mp4
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31. Advanced Statistical Methods - K-Means Clustering/2. A Simple Example of Clustering.mp4
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31. Advanced Statistical Methods - K-Means Clustering/4. How to Choose the Number of Clusters.mp4
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31. Advanced Statistical Methods - K-Means Clustering/5. Pros and Cons of K-Means Clustering.mp4
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31. Advanced Statistical Methods - K-Means Clustering/6. To Standardize or to not Standardize.mp4
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31. Advanced Statistical Methods - K-Means Clustering/7. Relationship between Clustering and Regression.mp4
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31. Advanced Statistical Methods - K-Means Clustering/8. Market Segmentation with Cluster Analysis (Part 1).mp4
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31. Advanced Statistical Methods - K-Means Clustering/10. How is Clustering Useful.mp4
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32. Advanced Statistical Methods - Other Types of Clustering/1. Types of Clustering.mp4
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32. Advanced Statistical Methods - Other Types of Clustering/3. Heatmaps.mp4
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33. Part 5 Mathematics/1. What is a matrix.mp4
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33. Part 5 Mathematics/5. Linear Algebra and Geometry.mp4
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33. Part 5 Mathematics/7. Arrays in Python - A Convenient Way To Represent Matrices.mp4
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33. Part 5 Mathematics/8. What is a Tensor.mp4
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33. Part 5 Mathematics/10. Addition and Subtraction of Matrices.mp4
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33. Part 5 Mathematics/12. Errors when Adding Matrices.mp4
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33. Part 5 Mathematics/13. Transpose of a Matrix.mp4
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33. Part 5 Mathematics/14. Dot Product.mp4
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33. Part 5 Mathematics/16. Why is Linear Algebra Useful.mp4
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34. Part 6 Deep Learning/1. What to Expect from this Part.mp4
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35. Deep Learning - Introduction to Neural Networks/1. Introduction to Neural Networks.mp4
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35. Deep Learning - Introduction to Neural Networks/5. Types of Machine Learning.mp4
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43. Deep Learning - Classifying on the MNIST Dataset/11.11 TensorFlow MNIST 'Around 98% Accuracy' Solution.html
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44. Deep Learning - Business Case Example/1. Business Case Getting acquainted with the dataset.mp4
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44. Deep Learning - Business Case Example/1. Business Case Getting acquainted with the dataset.srt
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44. Deep Learning - Business Case Example/1. Business Case Getting acquainted with the dataset.vtt
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44. Deep Learning - Business Case Example/1.1 Audiobooks_data.csv.csv
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44. Deep Learning - Business Case Example/2. Business Case Outlining the Solution.mp4
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44. Deep Learning - Business Case Example/2. Business Case Outlining the Solution.srt
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44. Deep Learning - Business Case Example/2. Business Case Outlining the Solution.vtt
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44. Deep Learning - Business Case Example/3. The Importance of Working with a Balanced Dataset.mp4
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44. Deep Learning - Business Case Example/3. The Importance of Working with a Balanced Dataset.srt
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44. Deep Learning - Business Case Example/3. The Importance of Working with a Balanced Dataset.vtt
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44. Deep Learning - Business Case Example/4. Business Case Preprocessing.mp4
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44. Deep Learning - Business Case Example/4. Business Case Preprocessing.srt
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44. Deep Learning - Business Case Example/4. Business Case Preprocessing.vtt
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44. Deep Learning - Business Case Example/4.1 Audiobooks Preprocessing.html
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44. Deep Learning - Business Case Example/5. Business Case Preprocessing Exercise.html
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44. Deep Learning - Business Case Example/5.1 Preprocessing Exercise.html
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44. Deep Learning - Business Case Example/6. Creating a Data Provider.mp4
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44. Deep Learning - Business Case Example/6. Creating a Data Provider.srt
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44. Deep Learning - Business Case Example/6. Creating a Data Provider.vtt
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44. Deep Learning - Business Case Example/6.1 Creating a Data Provider (Class).html
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44. Deep Learning - Business Case Example/7. Business Case Model Outline.mp4
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44. Deep Learning - Business Case Example/7. Business Case Model Outline.srt
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44. Deep Learning - Business Case Example/7. Business Case Model Outline.vtt
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44. Deep Learning - Business Case Example/7.1 TensorFlow Business Case Model Outline.html
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44. Deep Learning - Business Case Example/8. Business Case Optimization.mp4
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44. Deep Learning - Business Case Example/8. Business Case Optimization.srt
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44. Deep Learning - Business Case Example/8. Business Case Optimization.vtt
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44. Deep Learning - Business Case Example/8.1 TensorFlow Business Case Optimization.html
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44. Deep Learning - Business Case Example/9. Business Case Interpretation.mp4
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44. Deep Learning - Business Case Example/9. Business Case Interpretation.srt
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44. Deep Learning - Business Case Example/9. Business Case Interpretation.vtt
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44. Deep Learning - Business Case Example/9.1 TensorFlow Business Case Interpretation.html
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44. Deep Learning - Business Case Example/10. Business Case Testing the Model.mp4
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44. Deep Learning - Business Case Example/10. Business Case Testing the Model.srt
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44. Deep Learning - Business Case Example/10. Business Case Testing the Model.vtt
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44. Deep Learning - Business Case Example/11. Business Case A Comment on the Homework.mp4
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44. Deep Learning - Business Case Example/11. Business Case A Comment on the Homework.srt
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44. Deep Learning - Business Case Example/11. Business Case A Comment on the Homework.vtt
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44. Deep Learning - Business Case Example/11.1 TensorFlow Business Case Homework.html
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44. Deep Learning - Business Case Example/12. Business Case Final Exercise.html
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44. Deep Learning - Business Case Example/12.1 TensorFlow Business Case Homework.html
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45. Deep Learning - Conclusion/1. Summary of What You Learned.mp4
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45. Deep Learning - Conclusion/1. Summary of What You Learned.srt
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45. Deep Learning - Conclusion/1. Summary of What You Learned.vtt
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45. Deep Learning - Conclusion/2. What's Further out there in terms of Machine Learning.mp4
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45. Deep Learning - Conclusion/2. What's Further out there in terms of Machine Learning.srt
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45. Deep Learning - Conclusion/2. What's Further out there in terms of Machine Learning.vtt
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45. Deep Learning - Conclusion/3. An overview of CNNs.mp4
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45. Deep Learning - Conclusion/3. An overview of CNNs.srt
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45. Deep Learning - Conclusion/3. An overview of CNNs.vtt
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45. Deep Learning - Conclusion/4. DeepMind and Deep Learning.html
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45. Deep Learning - Conclusion/5. An Overview of RNNs.mp4
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45. Deep Learning - Conclusion/5. An Overview of RNNs.srt
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45. Deep Learning - Conclusion/5. An Overview of RNNs.vtt
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45. Deep Learning - Conclusion/6. An Overview of non-NN Approaches.mp4
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45. Deep Learning - Conclusion/6. An Overview of non-NN Approaches.srt
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45. Deep Learning - Conclusion/6. An Overview of non-NN Approaches.vtt
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