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[FreeCourseLab.com] Udemy - Learning Python for Data Analysis and Visualization
magnet:?xt=urn:btih:cbfd1b486d602138699407b715ee096959fa4f24&dn=[FreeCourseLab.com] Udemy - Learning Python for Data Analysis and Visualization
磁力链接详情
Hash值:
cbfd1b486d602138699407b715ee096959fa4f24
点击数:
131
文件大小:
1.91 GB
文件数量:
107
创建日期:
2019-4-13 18:43
最后访问:
2024-6-28 08:48
访问标签:
FreeCourseLab
com
Udemy
-
Learning
Python
for
Data
Analysis
and
Visualization
文件列表详情
1. Intro to Course and Python/1. Course Intro.mp4 5.9 MB
10. Machine Learning/1. Introduction to Machine Learning with SciKit Learn.mp4 17.93 MB
10. Machine Learning/10. Multi Class Classification Part 1 - Logistic Regression.mp4 26.81 MB
10. Machine Learning/11. Multi Class Classification Part 2 - k Nearest Neighbor.mp4 30.63 MB
10. Machine Learning/12. Support Vector Machines Part 1.mp4 23.54 MB
10. Machine Learning/13. Support Vector Machines - Part 2.mp4 35.95 MB
10. Machine Learning/14. Naive Bayes Part 1.mp4 14.05 MB
10. Machine Learning/15. Naive Bayes Part 2.mp4 23.24 MB
10. Machine Learning/16. Decision Trees and Random Forests.mp4 152.94 MB
10. Machine Learning/17. Natural Language Processing Part 1.mp4 43.88 MB
10. Machine Learning/18. Natural Language Processing Part 2.mp4 59.74 MB
10. Machine Learning/19. Natural Language Processing Part 3.mp4 92.56 MB
10. Machine Learning/2. Linear Regression Part 1.mp4 24.17 MB
10. Machine Learning/20. Natural Language Processing Part 4.mp4 67.12 MB
10. Machine Learning/3. Linear Regression Part 2.mp4 22.46 MB
10. Machine Learning/4. Linear Regression Part 3.mp4 27.19 MB
10. Machine Learning/5. Linear Regression Part 4.mp4 30.87 MB
10. Machine Learning/6. Logistic Regression Part 1.mp4 25.03 MB
10. Machine Learning/7. Logistic Regression Part 2.mp4 20.8 MB
10. Machine Learning/8. Logistic Regression Part 3.mp4 16.54 MB
10. Machine Learning/9. Logistic Regression Part 4.mp4 35.26 MB
11. Appendix Statistics Overview/1. Intro to Appendix B.mp4 2.97 MB
11. Appendix Statistics Overview/10. Chi Square Test and Distribution.mp4 5.61 MB
11. Appendix Statistics Overview/11. Bayes Theorem.mp4 14.47 MB
11. Appendix Statistics Overview/2. Discrete Uniform Distribution.mp4 8.67 MB
11. Appendix Statistics Overview/3. Continuous Uniform Distribution.mp4 9.87 MB
11. Appendix Statistics Overview/4. Binomial Distribution.mp4 17.02 MB
11. Appendix Statistics Overview/5. Poisson Distribution.mp4 16 MB
11. Appendix Statistics Overview/6. Normal Distribution.mp4 8.29 MB
11. Appendix Statistics Overview/7. Sampling Techniques.mp4 8.13 MB
11. Appendix Statistics Overview/8. T-Distribution.mp4 6.66 MB
11. Appendix Statistics Overview/9. Hypothesis Testing and Confidence Intervals.mp4 30.69 MB
12. Appendix SQL and Python/1. Introduction to SQL with Python.mp4 16.4 MB
12. Appendix SQL and Python/2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp4 13.46 MB
12. Appendix SQL and Python/3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4 11.72 MB
13. Appendix Web Scraping with Python/1. Web Scraping Part 1.mp4 14.54 MB
13. Appendix Web Scraping with Python/2. Web Scraping Part 2.mp4 17.38 MB
14. Appendix Python Special Offers/1. Python Overview Part 1.mp4 17.4 MB
14. Appendix Python Special Offers/2. Python Overview Part 2.mp4 11.08 MB
14. Appendix Python Special Offers/3. Python Overview Part 3.mp4 9.82 MB
2. Setup/1. Installation Setup and Overview.mp4 24.37 MB
2. Setup/2. IDEs and Course Resources.mp4 30.35 MB
2. Setup/3. iPythonJupyter Notebook Overview.mp4 39.45 MB
3. Learning Numpy/2. Creating arrays.mp4 6.7 MB
3. Learning Numpy/3. Using arrays and scalars.mp4 4.09 MB
3. Learning Numpy/4. Indexing Arrays.mp4 13.27 MB
3. Learning Numpy/5. Array Transposition.mp4 3.73 MB
3. Learning Numpy/6. Universal Array Function.mp4 6.39 MB
3. Learning Numpy/7. Array Processing.mp4 20.53 MB
3. Learning Numpy/8. Array Input and Output.mp4 7.1 MB
4. Intro to Pandas/1. Series.mp4 12.59 MB
4. Intro to Pandas/10. Missing Data.mp4 9.93 MB
4. Intro to Pandas/11. Index Hierarchy.mp4 12.21 MB
4. Intro to Pandas/2. DataFrames.mp4 21.85 MB
4. Intro to Pandas/3. Index objects.mp4 4.6 MB
4. Intro to Pandas/4. Reindex.mp4 15.83 MB
4. Intro to Pandas/5. Drop Entry.mp4 5.01 MB
4. Intro to Pandas/6. Selecting Entries.mp4 9.56 MB
4. Intro to Pandas/7. Data Alignment.mp4 9.53 MB
4. Intro to Pandas/8. Rank and Sort.mp4 4.87 MB
4. Intro to Pandas/9. Summary Statistics.mp4 21.95 MB
5. Working with Data Part 1/1. Reading and Writing Text Files.mp4 10.4 MB
5. Working with Data Part 1/2. JSON with Python.mp4 4.27 MB
5. Working with Data Part 1/3. HTML with Python.mp4 5.72 MB
5. Working with Data Part 1/4. Microsoft Excel files with Python.mp4 3.66 MB
6. Working with Data Part 2/1. Merge.mp4 18.58 MB
6. Working with Data Part 2/10. Rename Index.mp4 5.23 MB
6. Working with Data Part 2/11. Binning.mp4 6.25 MB
6. Working with Data Part 2/12. Outliers.mp4 7.52 MB
6. Working with Data Part 2/13. Permutation.mp4 4.57 MB
6. Working with Data Part 2/2. Merge on Index.mp4 12.31 MB
6. Working with Data Part 2/3. Concatenate.mp4 9.76 MB
6. Working with Data Part 2/4. Combining DataFrames.mp4 9.65 MB
6. Working with Data Part 2/5. Reshaping.mp4 7.11 MB
6. Working with Data Part 2/6. Pivoting.mp4 7.13 MB
6. Working with Data Part 2/7. Duplicates in DataFrames.mp4 5.46 MB
6. Working with Data Part 2/8. Mapping.mp4 3.86 MB
6. Working with Data Part 2/9. Replace.mp4 2.71 MB
7. Working with Data Part 3/1. GroupBy on DataFrames.mp4 17.17 MB
7. Working with Data Part 3/2. GroupBy on Dict and Series.mp4 11.84 MB
7. Working with Data Part 3/3. Aggregation.mp4 18.65 MB
7. Working with Data Part 3/4. Splitting Applying and Combining.mp4 10.58 MB
7. Working with Data Part 3/5. Cross Tabulation.mp4 4.51 MB
8. Data Visualization/1. Installing Seaborn.mp4 2.4 MB
8. Data Visualization/2. Histograms.mp4 9.38 MB
8. Data Visualization/3. Kernel Density Estimate Plots.mp4 27.03 MB
8. Data Visualization/4. Combining Plot Styles.mp4 5.72 MB
8. Data Visualization/5. Box and Violin Plots.mp4 8.7 MB
8. Data Visualization/6. Regression Plots.mp4 17.42 MB
8. Data Visualization/7. Heatmaps and Clustered Matrices.mp4 18.26 MB
9. Example Projects/1. Data Projects Preview.mp4 25.8 MB
9. Example Projects/10. Data Project - Stock Market Analysis Part 3.mp4 16.61 MB
9. Example Projects/11. Data Project - Stock Market Analysis Part 4.mp4 9.8 MB
9. Example Projects/12. Data Project - Stock Market Analysis Part 5.mp4 36.83 MB
9. Example Projects/13. Data Project - Intro to Election Analysis.mp4 14.91 MB
9. Example Projects/14. Data Project - Election Analysis Part 1.mp4 19.41 MB
9. Example Projects/15. Data Project - Election Analysis Part 2.mp4 24.9 MB
9. Example Projects/16. Data Project - Election Analysis Part 3.mp4 17.12 MB
9. Example Projects/17. Data Project - Election Analysis Part 4.mp4 82.1 MB
9. Example Projects/2. Intro to Data Projects.mp4 6.66 MB
9. Example Projects/3. Titanic Project - Part 1.mp4 18.82 MB
9. Example Projects/4. Titanic Project - Part 2.mp4 17.52 MB
9. Example Projects/5. Titanic Project - Part 3.mp4 16.2 MB
9. Example Projects/6. Titanic Project - Part 4.mp4 2.46 MB
9. Example Projects/7. Intro to Data Project - Stock Market Analysis.mp4 10.37 MB
9. Example Projects/8. Data Project - Stock Market Analysis Part 1.mp4 13.64 MB
9. Example Projects/9. Data Project - Stock Market Analysis Part 2.mp4 23.43 MB
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