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[DesireCourse.Com] Udemy - Learning Python for Data Analysis and Visualization
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2019-6-3 15:16
2024-12-25 12:30
180
1.91 GB
107
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相关链接
DesireCourse
Com
Udemy
-
Learning
Python
for
Data
Analysis
and
Visualization
文件列表
1. Intro to Course and Python/1. Course Intro.mp4
5.9MB
10. Machine Learning/1. Introduction to Machine Learning with SciKit Learn.mp4
17.93MB
10. Machine Learning/10. Multi Class Classification Part 1 - Logistic Regression.mp4
26.81MB
10. Machine Learning/11. Multi Class Classification Part 2 - k Nearest Neighbor.mp4
30.63MB
10. Machine Learning/12. Support Vector Machines Part 1.mp4
23.54MB
10. Machine Learning/13. Support Vector Machines - Part 2.mp4
35.95MB
10. Machine Learning/14. Naive Bayes Part 1.mp4
14.05MB
10. Machine Learning/15. Naive Bayes Part 2.mp4
23.24MB
10. Machine Learning/16. Decision Trees and Random Forests.mp4
152.94MB
10. Machine Learning/17. Natural Language Processing Part 1.mp4
43.88MB
10. Machine Learning/18. Natural Language Processing Part 2.mp4
59.74MB
10. Machine Learning/19. Natural Language Processing Part 3.mp4
92.56MB
10. Machine Learning/2. Linear Regression Part 1.mp4
24.17MB
10. Machine Learning/20. Natural Language Processing Part 4.mp4
67.12MB
10. Machine Learning/3. Linear Regression Part 2.mp4
22.46MB
10. Machine Learning/4. Linear Regression Part 3.mp4
27.19MB
10. Machine Learning/5. Linear Regression Part 4.mp4
30.87MB
10. Machine Learning/6. Logistic Regression Part 1.mp4
25.03MB
10. Machine Learning/7. Logistic Regression Part 2.mp4
20.8MB
10. Machine Learning/8. Logistic Regression Part 3.mp4
16.54MB
10. Machine Learning/9. Logistic Regression Part 4.mp4
35.26MB
11. Appendix Statistics Overview/1. Intro to Appendix B.mp4
2.97MB
11. Appendix Statistics Overview/10. Chi Square Test and Distribution.mp4
5.61MB
11. Appendix Statistics Overview/11. Bayes Theorem.mp4
14.47MB
11. Appendix Statistics Overview/2. Discrete Uniform Distribution.mp4
8.67MB
11. Appendix Statistics Overview/3. Continuous Uniform Distribution.mp4
9.87MB
11. Appendix Statistics Overview/4. Binomial Distribution.mp4
17.02MB
11. Appendix Statistics Overview/5. Poisson Distribution.mp4
16MB
11. Appendix Statistics Overview/6. Normal Distribution.mp4
8.29MB
11. Appendix Statistics Overview/7. Sampling Techniques.mp4
8.13MB
11. Appendix Statistics Overview/8. T-Distribution.mp4
6.66MB
11. Appendix Statistics Overview/9. Hypothesis Testing and Confidence Intervals.mp4
30.69MB
12. Appendix SQL and Python/1. Introduction to SQL with Python.mp4
16.4MB
12. Appendix SQL and Python/2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp4
13.46MB
12. Appendix SQL and Python/3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4
11.72MB
13. Appendix Web Scraping with Python/1. Web Scraping Part 1.mp4
14.54MB
13. Appendix Web Scraping with Python/2. Web Scraping Part 2.mp4
17.38MB
14. Appendix Python Special Offers/1. Python Overview Part 1.mp4
17.4MB
14. Appendix Python Special Offers/2. Python Overview Part 2.mp4
11.08MB
14. Appendix Python Special Offers/3. Python Overview Part 3.mp4
9.82MB
2. Setup/1. Installation Setup and Overview.mp4
24.37MB
2. Setup/2. IDEs and Course Resources.mp4
30.35MB
2. Setup/3. iPythonJupyter Notebook Overview.mp4
39.45MB
3. Learning Numpy/2. Creating arrays.mp4
6.7MB
3. Learning Numpy/3. Using arrays and scalars.mp4
4.09MB
3. Learning Numpy/4. Indexing Arrays.mp4
13.27MB
3. Learning Numpy/5. Array Transposition.mp4
3.73MB
3. Learning Numpy/6. Universal Array Function.mp4
6.39MB
3. Learning Numpy/7. Array Processing.mp4
20.53MB
3. Learning Numpy/8. Array Input and Output.mp4
7.1MB
4. Intro to Pandas/1. Series.mp4
12.59MB
4. Intro to Pandas/10. Missing Data.mp4
9.93MB
4. Intro to Pandas/11. Index Hierarchy.mp4
12.21MB
4. Intro to Pandas/2. DataFrames.mp4
21.85MB
4. Intro to Pandas/3. Index objects.mp4
4.6MB
4. Intro to Pandas/4. Reindex.mp4
15.83MB
4. Intro to Pandas/5. Drop Entry.mp4
5.01MB
4. Intro to Pandas/6. Selecting Entries.mp4
9.56MB
4. Intro to Pandas/7. Data Alignment.mp4
9.53MB
4. Intro to Pandas/8. Rank and Sort.mp4
4.87MB
4. Intro to Pandas/9. Summary Statistics.mp4
21.95MB
5. Working with Data Part 1/1. Reading and Writing Text Files.mp4
10.4MB
5. Working with Data Part 1/2. JSON with Python.mp4
4.27MB
5. Working with Data Part 1/3. HTML with Python.mp4
5.72MB
5. Working with Data Part 1/4. Microsoft Excel files with Python.mp4
3.66MB
6. Working with Data Part 2/1. Merge.mp4
18.58MB
6. Working with Data Part 2/10. Rename Index.mp4
5.23MB
6. Working with Data Part 2/11. Binning.mp4
6.25MB
6. Working with Data Part 2/12. Outliers.mp4
7.52MB
6. Working with Data Part 2/13. Permutation.mp4
4.57MB
6. Working with Data Part 2/2. Merge on Index.mp4
12.31MB
6. Working with Data Part 2/3. Concatenate.mp4
9.76MB
6. Working with Data Part 2/4. Combining DataFrames.mp4
9.65MB
6. Working with Data Part 2/5. Reshaping.mp4
7.11MB
6. Working with Data Part 2/6. Pivoting.mp4
7.13MB
6. Working with Data Part 2/7. Duplicates in DataFrames.mp4
5.46MB
6. Working with Data Part 2/8. Mapping.mp4
3.86MB
6. Working with Data Part 2/9. Replace.mp4
2.71MB
7. Working with Data Part 3/1. GroupBy on DataFrames.mp4
17.17MB
7. Working with Data Part 3/2. GroupBy on Dict and Series.mp4
11.84MB
7. Working with Data Part 3/3. Aggregation.mp4
18.65MB
7. Working with Data Part 3/4. Splitting Applying and Combining.mp4
10.58MB
7. Working with Data Part 3/5. Cross Tabulation.mp4
4.51MB
8. Data Visualization/1. Installing Seaborn.mp4
2.4MB
8. Data Visualization/2. Histograms.mp4
9.38MB
8. Data Visualization/3. Kernel Density Estimate Plots.mp4
27.03MB
8. Data Visualization/4. Combining Plot Styles.mp4
5.72MB
8. Data Visualization/5. Box and Violin Plots.mp4
8.7MB
8. Data Visualization/6. Regression Plots.mp4
17.42MB
8. Data Visualization/7. Heatmaps and Clustered Matrices.mp4
18.26MB
9. Example Projects/1. Data Projects Preview.mp4
25.8MB
9. Example Projects/10. Data Project - Stock Market Analysis Part 3.mp4
16.61MB
9. Example Projects/11. Data Project - Stock Market Analysis Part 4.mp4
9.8MB
9. Example Projects/12. Data Project - Stock Market Analysis Part 5.mp4
36.83MB
9. Example Projects/13. Data Project - Intro to Election Analysis.mp4
14.91MB
9. Example Projects/14. Data Project - Election Analysis Part 1.mp4
19.41MB
9. Example Projects/15. Data Project - Election Analysis Part 2.mp4
24.9MB
9. Example Projects/16. Data Project - Election Analysis Part 3.mp4
17.12MB
9. Example Projects/17. Data Project - Election Analysis Part 4.mp4
82.1MB
9. Example Projects/2. Intro to Data Projects.mp4
6.66MB
9. Example Projects/3. Titanic Project - Part 1.mp4
18.82MB
9. Example Projects/4. Titanic Project - Part 2.mp4
17.52MB
9. Example Projects/5. Titanic Project - Part 3.mp4
16.2MB
9. Example Projects/6. Titanic Project - Part 4.mp4
2.46MB
9. Example Projects/7. Intro to Data Project - Stock Market Analysis.mp4
10.37MB
9. Example Projects/8. Data Project - Stock Market Analysis Part 1.mp4
13.64MB
9. Example Projects/9. Data Project - Stock Market Analysis Part 2.mp4
23.43MB
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