[UdemyCourseDownloader] Learning Python for Data Analysis and Visualization
大小
3.98 GB
文件数
116
Info Hash:
033E48C47394A803FF6816CE2FA35103C5BE18A6
收录时间
2026-01-15 16:24:13
更新时间
2026-01-15 16:24:13
文件列表 (116)
10 Machine Learning/086 Decision Trees and Random Forests.mp4
232.08 MB
udemycoursedownloader.com.url
132 B
01 Intro to Course and Python/001 Course Intro.mp4
13.25 MB
01 Intro to Course and Python/002 Course FAQs.html
7.22 KB
02 Setup/003 Installation Setup and Overview.mp4
37.68 MB
02 Setup/004 IDEs and Course Resources.mp4
38.49 MB
02 Setup/005 iPythonJupyter Notebook Overview.mp4
57.84 MB
02 Setup/attached_files/005 iPythonJupyter Notebook Overview/Lecture-4-Info.txt
176 B
03 Learning Numpy/006 Intro to numpy.html
1.17 KB
03 Learning Numpy/007 Creating arrays.mp4
13.05 MB
03 Learning Numpy/008 Using arrays and scalars.mp4
7.93 MB
03 Learning Numpy/009 Indexing Arrays.mp4
26.16 MB
03 Learning Numpy/010 Array Transposition.mp4
7.53 MB
03 Learning Numpy/011 Universal Array Function.mp4
14.94 MB
03 Learning Numpy/012 Array Processing.mp4
41.03 MB
03 Learning Numpy/013 Array Input and Output.mp4
13.97 MB
04 Intro to Pandas/014 Series.mp4
24.75 MB
04 Intro to Pandas/015 DataFrames.mp4
52.86 MB
04 Intro to Pandas/016 Index objects.mp4
9.23 MB
04 Intro to Pandas/017 Reindex.mp4
32.26 MB
04 Intro to Pandas/018 Drop Entry.mp4
9.24 MB
04 Intro to Pandas/019 Selecting Entries.mp4
18.12 MB
04 Intro to Pandas/020 Data Alignment.mp4
17.7 MB
04 Intro to Pandas/021 Rank and Sort.mp4
9.45 MB
04 Intro to Pandas/022 Summary Statistics.mp4
46.09 MB
04 Intro to Pandas/023 Missing Data.mp4
18.93 MB
04 Intro to Pandas/024 Index Hierarchy.mp4
24.03 MB
05 Working with Data Part 1/025 Reading and Writing Text Files.mp4
24.81 MB
05 Working with Data Part 1/026 JSON with Python.mp4
8.98 MB
05 Working with Data Part 1/027 HTML with Python.mp4
13.46 MB
05 Working with Data Part 1/028 Microsoft Excel files with Python.mp4
7.62 MB
06 Working with Data Part 2/029 Merge.mp4
36.33 MB
06 Working with Data Part 2/030 Merge on Index.mp4
25.22 MB
06 Working with Data Part 2/031 Concatenate.mp4
21.13 MB
06 Working with Data Part 2/032 Combining DataFrames.mp4
19.88 MB
06 Working with Data Part 2/033 Reshaping.mp4
14.4 MB
06 Working with Data Part 2/034 Pivoting.mp4
17.98 MB
06 Working with Data Part 2/035 Duplicates in DataFrames.mp4
11.07 MB
06 Working with Data Part 2/036 Mapping.mp4
7.78 MB
06 Working with Data Part 2/037 Replace.mp4
5.15 MB
06 Working with Data Part 2/038 Rename Index.mp4
10.09 MB
06 Working with Data Part 2/039 Binning.mp4
13.02 MB
06 Working with Data Part 2/040 Outliers.mp4
16.22 MB
06 Working with Data Part 2/041 Permutation.mp4
8.74 MB
07 Working with Data Part 3/042 GroupBy on DataFrames.mp4
36.32 MB
07 Working with Data Part 3/043 GroupBy on Dict and Series.mp4
23.31 MB
07 Working with Data Part 3/044 Aggregation.mp4
43.79 MB
07 Working with Data Part 3/045 Splitting Applying and Combining.mp4
22.15 MB
07 Working with Data Part 3/046 Cross Tabulation.mp4
8.83 MB
08 Data Visualization/047 Installing Seaborn.mp4
7.25 MB
08 Data Visualization/048 Histograms.mp4
20.25 MB
08 Data Visualization/049 Kernel Density Estimate Plots.mp4
61.86 MB
08 Data Visualization/050 Combining Plot Styles.mp4
11.62 MB
08 Data Visualization/051 Box and Violin Plots.mp4
18.29 MB
08 Data Visualization/052 Regression Plots.mp4
34.85 MB
08 Data Visualization/053 Heatmaps and Clustered Matrices.mp4
39.05 MB
09 Example Projects/054 Data Projects Preview.mp4
59.54 MB
09 Example Projects/055 Intro to Data Projects.mp4
18.67 MB
09 Example Projects/056 Titanic Project - Part 1.mp4
43.3 MB
09 Example Projects/057 Titanic Project - Part 2.mp4
38.92 MB
09 Example Projects/058 Titanic Project - Part 3.mp4
35.08 MB
09 Example Projects/059 Titanic Project - Part 4.mp4
5.32 MB
09 Example Projects/060 Intro to Data Project - Stock Market Analysis.mp4
32.77 MB
09 Example Projects/061 Data Project - Stock Market Analysis Part 1.mp4
32.41 MB
09 Example Projects/062 Data Project - Stock Market Analysis Part 2.mp4
56.85 MB
09 Example Projects/063 Data Project - Stock Market Analysis Part 3.mp4
40.01 MB
09 Example Projects/064 Data Project - Stock Market Analysis Part 4.mp4
25.88 MB
09 Example Projects/065 Data Project - Stock Market Analysis Part 5.mp4
93.98 MB
09 Example Projects/066 Data Project - Intro to Election Analysis.mp4
31.43 MB
09 Example Projects/067 Data Project - Election Analysis Part 1.mp4
44.57 MB
09 Example Projects/068 Data Project - Election Analysis Part 2.mp4
56.39 MB
09 Example Projects/069 Data Project - Election Analysis Part 3.mp4
39.06 MB
09 Example Projects/070 Data Project - Election Analysis Part 4.mp4
123.75 MB
09 Example Projects/attached_files/055 Intro to Data Projects/First-Data-Project.txt
302 B
09 Example Projects/attached_files/056 Titanic Project - Part 1/First-Data-Project.txt
302 B
10 Machine Learning/071 Introduction to Machine Learning with SciKit Learn.mp4
46.17 MB
10 Machine Learning/072 Linear Regression Part 1.mp4
58.66 MB
10 Machine Learning/073 Linear Regression Part 2.mp4
52.52 MB
10 Machine Learning/074 Linear Regression Part 3.mp4
68.85 MB
10 Machine Learning/075 Linear Regression Part 4.mp4
78.64 MB
10 Machine Learning/076 Logistic Regression Part 1.mp4
71.8 MB
10 Machine Learning/077 Logistic Regression Part 2.mp4
51.81 MB
10 Machine Learning/078 Logistic Regression Part 3.mp4
39.67 MB
10 Machine Learning/079 Logistic Regression Part 4.mp4
97.94 MB
10 Machine Learning/080 Multi Class Classification Part 1 - Logistic Regression.mp4
67.85 MB
10 Machine Learning/081 Multi Class Classification Part 2 - k Nearest Neighbor.mp4
73.53 MB
10 Machine Learning/082 Support Vector Machines Part 1.mp4
64.93 MB
10 Machine Learning/083 Support Vector Machines - Part 2.mp4
85.84 MB
10 Machine Learning/084 Naive Bayes Part 1.mp4
35.69 MB
10 Machine Learning/085 Naive Bayes Part 2.mp4
65.48 MB
Udemy Course downloader.txt
94 B
10 Machine Learning/087 Natural Language Processing Part 1.mp4
65.74 MB
10 Machine Learning/088 Natural Language Processing Part 2.mp4
88.4 MB
10 Machine Learning/089 Natural Language Processing Part 3.mp4
139.4 MB
10 Machine Learning/090 Natural Language Processing Part 4.mp4
101.83 MB
11 Appendix Statistics Overview/091 Intro to Appendix B.mp4
7.24 MB
11 Appendix Statistics Overview/092 Discrete Uniform Distribution.mp4
21.82 MB
11 Appendix Statistics Overview/093 Continuous Uniform Distribution.mp4
25.22 MB
11 Appendix Statistics Overview/094 Binomial Distribution.mp4
41.74 MB
11 Appendix Statistics Overview/095 Poisson Distribution.mp4
40.25 MB
11 Appendix Statistics Overview/096 Normal Distribution.mp4
19.42 MB
11 Appendix Statistics Overview/097 Sampling Techniques.mp4
22 MB
11 Appendix Statistics Overview/098 T-Distribution.mp4
16.35 MB
11 Appendix Statistics Overview/099 Hypothesis Testing and Confidence Intervals.mp4
78.87 MB
11 Appendix Statistics Overview/100 Chi Square Test and Distribution.mp4
15.71 MB
11 Appendix Statistics Overview/101 Bayes Theorem.mp4
36.76 MB
11 Appendix Statistics Overview/attached_files/091 Intro to Appendix B/Viewer-Link-For-Stats-Notes.txt
119 B
12 Appendix SQL and Python/102 Introduction to SQL with Python.mp4
43.76 MB
12 Appendix SQL and Python/103 SQL - SELECTDISTINCTWHEREAND OR.mp4
32.34 MB
12 Appendix SQL and Python/104 SQL WILDCARDS ORDER BY GROUP BY and Aggregate Functions.mp4
28.13 MB
13 Appendix Web Scraping with Python/105 Web Scraping Part 1.mp4
37.31 MB
13 Appendix Web Scraping with Python/106 Web Scraping Part 2.mp4
43.82 MB
14 Appendix Python Special Offers/107 Python Overview Part 1.mp4
34.46 MB
14 Appendix Python Special Offers/108 Python Overview Part 2.mp4
21.89 MB
14 Appendix Python Special Offers/109 Python Overview Part 3.mp4
19.92 MB
15 BONUS SPECIAL DISCOUNT COUPONS/110 BONUS Special Offers.html
1.62 KB