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Udemy - The Complete Python Pro Bootcamp for Data Science and AI

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File Name
Size
01 - Introduction and Installations/001 Introduction Talk.mp4
10 MB
01 - Introduction and Installations/002 installation.pdf
5.6 MB
01 - Introduction and Installations/002 Python and Jupyter Notebook Installation.mp4
46 MB
01 - Introduction and Installations/002 python-3.10.1-amd64.exe
27 MB
01 - Introduction and Installations/002 SampleNotebook.ipynb
1.2 kB
02 - Week 1/001 Programming Languages and Computation.mp4
36 MB
02 - Week 1/001 Programming-Languages-and-Computation.pdf
754 kB
02 - Week 1/002 Programming in Python.mp4
82 MB
02 - Week 1/002 Programming-in-Python.pdf
663 kB
02 - Week 1/003 Python Commands.mp4
86 MB
02 - Week 1/003 Python-Commands.pdf
669 kB
02 - Week 1/004 Python Data Structures - Lists.mp4
96 MB
02 - Week 1/004 Python-Data-Structures-Lists.pdf
600 kB
02 - Week 1/005 Python Data Structures - Dictionary and Tuple.mp4
80 MB
02 - Week 1/005 Python-Data-Structures-Dictionary-and-Tuples.pdf
614 kB
02 - Week 1/006 Workshop 1 Tasks - Unsolved.mp4
135 MB
02 - Week 1/006 Workshop1Tasks.ipynb
26 kB
02 - Week 1/007 Workshop 1 task - Solved.mp4
286 MB
03 - Week 2/001 Functions and Scope.mp4
83 MB
03 - Week 2/001 Python-Functions-Methods.pdf
663 kB
03 - Week 2/002 Classes and Methods.mp4
108 MB
03 - Week 2/002 Python-Classes.pdf
624 kB
03 - Week 2/003 Lets-Play-With-Cats.ipynb
3.5 kB
03 - Week 2/003 Playing with cats.mp4
41 MB
03 - Week 2/004 L6-Comprehensions-List-and-Dict.ipynb
18 kB
03 - Week 2/004 List and Dict Comprehensions.mp4
267 MB
03 - Week 2/005 Workshop 2 Tasks - Unsolved.mp4
198 MB
03 - Week 2/005 Workshop2Tasks.ipynb
31 kB
03 - Week 2/006 Workshop 2 Tasks - Solved.mp4
186 MB
03 - Week 2/006 Workshop2Tasks-Solved.ipynb
44 kB
04 - Week 3/001 File IO in Python.mp4
246 MB
04 - Week 3/001 File-IO.ipynb
31 kB
04 - Week 3/001 junk.txt
63 B
04 - Week 3/001 long-text.txt
1.3 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 kB
04 - Week 3/002 Handling CSV files in Python.mp4
110 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 MB
04 - Week 3/003 JSON-Reader-Writer.ipynb
6.7 kB
04 - Week 3/004 duck-collection.json
567 B
04 - Week 3/004 ex1-data.txt
1.3 kB
04 - Week 3/004 wind-data.csv
3.8 MB
04 - Week 3/004 Workshop 3 Tasks - Unsolved.mp4
227 MB
04 - Week 3/004 Workshop3Tasks.ipynb
41 kB
04 - Week 3/005 duck-collection.json
567 B
04 - Week 3/005 ex1-data.txt
1.3 kB
04 - Week 3/005 wind-data.csv
3.8 MB
04 - Week 3/005 Workshop 3 Tasks - Solved.mp4
261 MB
04 - Week 3/005 Workshop3Tasks-Solved.ipynb
6.3 MB
05 - Week 4/001 iris.csv
3.9 kB
05 - Week 4/001 Pandas in Python Notebook.mp4
137 MB
05 - Week 4/001 Pandas-Lecture.ipynb
26 kB
05 - Week 4/002 iris.csv
3.9 kB
05 - Week 4/002 Seaborn visualisation in Python.mp4
114 MB
05 - Week 4/002 Seaborn.ipynb
202 kB
05 - Week 4/003 titanic.csv
64 kB
05 - Week 4/003 Workshop 4 Tasks - Unsolved.mp4
212 MB
05 - Week 4/003 Workshop4Tasks.ipynb
43 kB
05 - Week 4/004 Workshop 4 Tasks - Solved.mp4
209 MB
05 - Week 4/004 Workshop4Tasks-Solved.ipynb
203 kB
06 - Real Application - Customer Data Preprocessing/001 acw-user-data.csv
200 kB
06 - Real Application - Customer Data Preprocessing/001 Customer Data Preprocessing - Unsolved.mp4
120 MB
06 - Real Application - Customer Data Preprocessing/001 Final-Assement.pdf
289 kB
06 - Real Application - Customer Data Preprocessing/002 acw-user-data.csv
200 kB
06 - Real Application - Customer Data Preprocessing/002 Assignment-Solved.ipynb
4.3 MB
06 - Real Application - Customer Data Preprocessing/002 commute.json
1000 kB
06 - Real Application - Customer Data Preprocessing/002 Customer Data Preprocessing Solved.mp4
141 MB
06 - Real Application - Customer Data Preprocessing/002 employed.json
730 kB
06 - Real Application - Customer Data Preprocessing/002 Final-Assement.pdf
289 kB
06 - Real Application - Customer Data Preprocessing/002 FINAL-ASSIGNMENT-SOLVED.rar
1.2 MB
06 - Real Application - Customer Data Preprocessing/002 multivariate1.png
18 kB
06 - Real Application - Customer Data Preprocessing/002 multivariate2.png
35 kB
06 - Real Application - Customer Data Preprocessing/002 multivariate3.png
96 kB
06 - Real Application - Customer Data Preprocessing/002 processed.json
964 kB
06 - Real Application - Customer Data Preprocessing/002 remove-ccard.json
276 kB
06 - Real Application - Customer Data Preprocessing/002 retired.json
234 kB
06 - Real Application - Customer Data Preprocessing/002 univariate1.png
6.4 kB
06 - Real Application - Customer Data Preprocessing/002 univariate2.png
5.7 kB
06 - Real Application - Customer Data Preprocessing/002 univariate3.png
9.9 kB