Udemy - The Complete Python Pro Bootcamp for Data Science and AI
大小
3.55 GB
文件数
82
Info Hash:
E80C45FFF759AE61AC046D9D8A15EBC30527F756
收录时间
2026-01-10 02:51:03
更新时间
2026-01-10 02:51:03
文件列表 (82)
01 - Introduction and Installations/001 Introduction Talk.mp4
10.3 MB
01 - Introduction and Installations/002 installation.pdf
5.61 MB
01 - Introduction and Installations/002 Python and Jupyter Notebook Installation.mp4
46.46 MB
01 - Introduction and Installations/002 python-3.10.1-amd64.exe
26.87 MB
01 - Introduction and Installations/002 SampleNotebook.ipynb
1.22 KB
02 - Week 1/001 Programming Languages and Computation.mp4
35.97 MB
02 - Week 1/001 Programming-Languages-and-Computation.pdf
753.71 KB
02 - Week 1/002 Programming in Python.mp4
81.87 MB
02 - Week 1/002 Programming-in-Python.pdf
662.84 KB
02 - Week 1/003 Python Commands.mp4
85.69 MB
02 - Week 1/003 Python-Commands.pdf
668.65 KB
02 - Week 1/004 Python Data Structures - Lists.mp4
95.48 MB
02 - Week 1/004 Python-Data-Structures-Lists.pdf
599.84 KB
02 - Week 1/005 Python Data Structures - Dictionary and Tuple.mp4
79.48 MB
02 - Week 1/005 Python-Data-Structures-Dictionary-and-Tuples.pdf
614.45 KB
02 - Week 1/006 Workshop 1 Tasks - Unsolved.mp4
134.96 MB
02 - Week 1/006 Workshop1Tasks.ipynb
26.38 KB
02 - Week 1/007 Workshop 1 task - Solved.mp4
285.95 MB
03 - Week 2/001 Functions and Scope.mp4
82.83 MB
03 - Week 2/001 Python-Functions-Methods.pdf
662.79 KB
03 - Week 2/002 Classes and Methods.mp4
107.58 MB
03 - Week 2/002 Python-Classes.pdf
624.29 KB
03 - Week 2/003 Lets-Play-With-Cats.ipynb
3.53 KB
03 - Week 2/003 Playing with cats.mp4
40.58 MB
03 - Week 2/004 L6-Comprehensions-List-and-Dict.ipynb
17.51 KB
03 - Week 2/004 List and Dict Comprehensions.mp4
267.37 MB
03 - Week 2/005 Workshop 2 Tasks - Unsolved.mp4
197.6 MB
03 - Week 2/005 Workshop2Tasks.ipynb
30.95 KB
03 - Week 2/006 Workshop 2 Tasks - Solved.mp4
185.81 MB
03 - Week 2/006 Workshop2Tasks-Solved.ipynb
44.33 KB
04 - Week 3/001 File IO in Python.mp4
246.44 MB
04 - Week 3/001 File-IO.ipynb
31.15 KB
04 - Week 3/001 junk.txt
63 B
04 - Week 3/001 long-text.txt
1.27 KB
04 - Week 3/001 my-file.txt
16 B
04 - Week 3/002 another-data.csv
45 B
04 - Week 3/002 CSV-Reader-Writer.ipynb
13.43 KB
04 - Week 3/002 Handling CSV files in Python.mp4
110.49 MB
04 - Week 3/002 sample-data.csv
212 B
04 - Week 3/003 duck-manifest.json
186 B
04 - Week 3/003 JSON Reader and Writer in Python.mp4
62.52 MB
04 - Week 3/003 JSON-Reader-Writer.ipynb
6.74 KB
04 - Week 3/004 duck-collection.json
567 B
04 - Week 3/004 ex1-data.txt
1.27 KB
04 - Week 3/004 wind-data.csv
3.79 MB
04 - Week 3/004 Workshop 3 Tasks - Unsolved.mp4
226.7 MB
04 - Week 3/004 Workshop3Tasks.ipynb
41.2 KB
04 - Week 3/005 duck-collection.json
567 B
04 - Week 3/005 ex1-data.txt
1.27 KB
04 - Week 3/005 wind-data.csv
3.79 MB
04 - Week 3/005 Workshop 3 Tasks - Solved.mp4
261.03 MB
04 - Week 3/005 Workshop3Tasks-Solved.ipynb
6.27 MB
05 - Week 4/001 iris.csv
3.88 KB
05 - Week 4/001 Pandas in Python Notebook.mp4
136.74 MB
05 - Week 4/001 Pandas-Lecture.ipynb
26.06 KB
05 - Week 4/002 iris.csv
3.88 KB
05 - Week 4/002 Seaborn visualisation in Python.mp4
113.89 MB
05 - Week 4/002 Seaborn.ipynb
202.06 KB
05 - Week 4/003 titanic.csv
63.63 KB
05 - Week 4/003 Workshop 4 Tasks - Unsolved.mp4
212.18 MB
05 - Week 4/003 Workshop4Tasks.ipynb
43.02 KB
05 - Week 4/004 Workshop 4 Tasks - Solved.mp4
209.29 MB
05 - Week 4/004 Workshop4Tasks-Solved.ipynb
202.6 KB
06 - Real Application - Customer Data Preprocessing/001 acw-user-data.csv
199.99 KB
06 - Real Application - Customer Data Preprocessing/001 Customer Data Preprocessing - Unsolved.mp4
120.28 MB
06 - Real Application - Customer Data Preprocessing/001 Final-Assement.pdf
289.02 KB
06 - Real Application - Customer Data Preprocessing/002 acw-user-data.csv
199.99 KB
06 - Real Application - Customer Data Preprocessing/002 Assignment-Solved.ipynb
4.25 MB
06 - Real Application - Customer Data Preprocessing/002 commute.json
999.61 KB
06 - Real Application - Customer Data Preprocessing/002 Customer Data Preprocessing Solved.mp4
141.41 MB
06 - Real Application - Customer Data Preprocessing/002 employed.json
730.15 KB
06 - Real Application - Customer Data Preprocessing/002 Final-Assement.pdf
289.02 KB
06 - Real Application - Customer Data Preprocessing/002 FINAL-ASSIGNMENT-SOLVED.rar
1.15 MB
06 - Real Application - Customer Data Preprocessing/002 multivariate1.png
17.76 KB
06 - Real Application - Customer Data Preprocessing/002 multivariate2.png
34.97 KB
06 - Real Application - Customer Data Preprocessing/002 multivariate3.png
95.7 KB
06 - Real Application - Customer Data Preprocessing/002 processed.json
964.52 KB
06 - Real Application - Customer Data Preprocessing/002 remove-ccard.json
275.57 KB
06 - Real Application - Customer Data Preprocessing/002 retired.json
234.38 KB
06 - Real Application - Customer Data Preprocessing/002 univariate1.png
6.45 KB
06 - Real Application - Customer Data Preprocessing/002 univariate2.png
5.68 KB
06 - Real Application - Customer Data Preprocessing/002 univariate3.png
9.9 KB