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TORRENT DETAILS
Udemy - The Complete Python Pro Bootcamp For Data Science And AI
TORRENT SUMMARY
Status:
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Learn to use Python Like a Data Scientist. Including tutorials on Numpy, Pandas, Matplotlib , Seaborn and a lot more!!
What you'll learn
You will first learn how to Install Python and Jupyter on your desktop/laptop
Programming Languages and Computation
Programming in Python
Python Commands
Python Data Structures - Lists
Python Data Structures - Dictionary and Tuple
Functions and Scope
Classes and Methods
Python Comprehensions in Lists and Dictionaries
List and Dict Comprehensions
File IO in Python
Handling CSV files in Python
CSV Reading and Writing
JSON Reader and Writer in Python
Pandas in Python
Pandas in Python Notebook
Seaborn visualisation in Python
Data pre processing using python
Learn how to analyze, retrieve and clean data with Python - Data cleaning
You will understand and learn the basics of For Loops and Advanced For Loops
You will understand Why foundations Modify Lists and Dictionaries and Functions
Data Cleaning and Preparation for Machine Learning
Requirements
No programming experience needed , you will be taught everything from scratch up to a professional level
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction and Installations/001 Introduction Talk.mp4
10.3 MB
~Get Your Files Here !/01 - Introduction and Installations/002 installation.pdf
5.6 MB
~Get Your Files Here !/01 - Introduction and Installations/002 Python and Jupyter Notebook Installation.mp4
46.5 MB
~Get Your Files Here !/01 - Introduction and Installations/002 python-3.10.1-amd64.exe
26.9 MB
~Get Your Files Here !/01 - Introduction and Installations/002 SampleNotebook.ipynb
1.2 KB
~Get Your Files Here !/02 - Week 1/001 Programming Languages and Computation.mp4
36 MB
~Get Your Files Here !/02 - Week 1/001 Programming-Languages-and-Computation.pdf
753.7 KB
~Get Your Files Here !/02 - Week 1/002 Programming in Python.mp4
81.9 MB
~Get Your Files Here !/02 - Week 1/002 Programming-in-Python.pdf
662.8 KB
~Get Your Files Here !/02 - Week 1/003 Python Commands.mp4
85.7 MB
~Get Your Files Here !/02 - Week 1/003 Python-Commands.pdf
668.7 KB
~Get Your Files Here !/02 - Week 1/004 Python Data Structures - Lists.mp4
95.5 MB
~Get Your Files Here !/02 - Week 1/004 Python-Data-Structures-Lists.pdf
599.8 KB
~Get Your Files Here !/02 - Week 1/005 Python Data Structures - Dictionary and Tuple.mp4
79.5 MB
~Get Your Files Here !/02 - Week 1/005 Python-Data-Structures-Dictionary-and-Tuples.pdf
614.5 KB
~Get Your Files Here !/02 - Week 1/006 Workshop 1 Tasks - Unsolved.mp4
135 MB
~Get Your Files Here !/02 - Week 1/006 Workshop1Tasks.ipynb
26.4 KB
~Get Your Files Here !/02 - Week 1/007 Workshop 1 task - Solved.mp4
285.9 MB
~Get Your Files Here !/03 - Week 2/001 Functions and Scope.mp4
82.8 MB
~Get Your Files Here !/03 - Week 2/001 Python-Functions-Methods.pdf
662.8 KB
~Get Your Files Here !/03 - Week 2/002 Classes and Methods.mp4
107.6 MB
~Get Your Files Here !/03 - Week 2/002 Python-Classes.pdf
624.3 KB
~Get Your Files Here !/03 - Week 2/003 Lets-Play-With-Cats.ipynb
3.5 KB
~Get Your Files Here !/03 - Week 2/003 Playing with cats.mp4
40.6 MB
~Get Your Files Here !/03 - Week 2/004 L6-Comprehensions-List-and-Dict.ipynb
17.5 KB
~Get Your Files Here !/03 - Week 2/004 List and Dict Comprehensions.mp4
267.4 MB
~Get Your Files Here !/03 - Week 2/005 Workshop 2 Tasks - Unsolved.mp4
197.6 MB
~Get Your Files Here !/03 - Week 2/005 Workshop2Tasks.ipynb
30.9 KB
~Get Your Files Here !/03 - Week 2/006 Workshop 2 Tasks - Solved.mp4
185.8 MB
~Get Your Files Here !/03 - Week 2/006 Workshop2Tasks-Solved.ipynb
44.3 KB
~Get Your Files Here !/04 - Week 3/001 File IO in Python.mp4
246.4 MB
~Get Your Files Here !/04 - Week 3/001 File-IO.ipynb
31.1 KB
~Get Your Files Here !/04 - Week 3/001 junk.txt
63 B
~Get Your Files Here !/04 - Week 3/001 long-text.txt
1.3 KB
~Get Your Files Here !/04 - Week 3/001 my-file.txt
16 B
~Get Your Files Here !/04 - Week 3/002 another-data.csv
45 B
~Get Your Files Here !/04 - Week 3/002 CSV-Reader-Writer.ipynb
13.4 KB
~Get Your Files Here !/04 - Week 3/002 Handling CSV files in Python.mp4
110.5 MB
~Get Your Files Here !/04 - Week 3/002 sample-data.csv
212 B
~Get Your Files Here !/04 - Week 3/003 duck-manifest.json
186 B
~Get Your Files Here !/04 - Week 3/003 JSON Reader and Writer in Python.mp4
62.5 MB
~Get Your Files Here !/04 - Week 3/003 JSON-Reader-Writer.ipynb
6.7 KB
~Get Your Files Here !/04 - Week 3/004 duck-collection.json
567 B
~Get Your Files Here !/04 - Week 3/004 ex1-data.txt
1.3 KB
~Get Your Files Here !/04 - Week 3/004 wind-data.csv
3.8 MB
~Get Your Files Here !/04 - Week 3/004 Workshop 3 Tasks - Unsolved.mp4
226.7 MB
~Get Your Files Here !/04 - Week 3/004 Workshop3Tasks.ipynb
41.2 KB
~Get Your Files Here !/04 - Week 3/005 duck-collection.json
567 B
~Get Your Files Here !/04 - Week 3/005 ex1-data.txt
1.3 KB
~Get Your Files Here !/04 - Week 3/005 wind-data.csv
3.8 MB
~Get Your Files Here !/04 - Week 3/005 Workshop 3 Tasks - Solved.mp4
261 MB
~Get Your Files Here !/04 - Week 3/005 Workshop3Tasks-Solved.ipynb
6.3 MB
~Get Your Files Here !/05 - Week 4/001 iris.csv
3.9 KB
~Get Your Files Here !/05 - Week 4/001 Pandas in Python Notebook.mp4
136.7 MB
~Get Your Files Here !/05 - Week 4/001 Pandas-Lecture.ipynb
26.1 KB
~Get Your Files Here !/05 - Week 4/002 iris.csv
3.9 KB
~Get Your Files Here !/05 - Week 4/002 Seaborn visualisation in Python.mp4
113.9 MB
~Get Your Files Here !/05 - Week 4/002 Seaborn.ipynb
202.1 KB
~Get Your Files Here !/05 - Week 4/003 titanic.csv
63.6 KB
~Get Your Files Here !/05 - Week 4/003 Workshop 4 Tasks - Unsolved.mp4
212.2 MB
~Get Your Files Here !/05 - Week 4/003 Workshop4Tasks.ipynb
43 KB
~Get Your Files Here !/05 - Week 4/004 Workshop 4 Tasks - Solved.mp4
209.3 MB
~Get Your Files Here !/05 - Week 4/004 Workshop4Tasks-Solved.ipynb
202.6 KB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/001 acw-user-data.csv
200 KB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/001 Customer Data Preprocessing - Unsolved.mp4
120.3 MB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/001 Final-Assement.pdf
289 KB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 acw-user-data.csv
200 KB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 Assignment-Solved.ipynb
4.3 MB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 commute.json
999.6 KB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 Customer Data Preprocessing Solved.mp4
141.4 MB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 employed.json
730.1 KB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 Final-Assement.pdf
289 KB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 FINAL-ASSIGNMENT-SOLVED.rar
1.2 MB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 multivariate1.png
17.8 KB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 multivariate2.png
35 KB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 multivariate3.png
95.7 KB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 processed.json
964.5 KB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 remove-ccard.json
275.6 KB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 retired.json
234.4 KB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 univariate1.png
6.4 KB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 univariate2.png
5.7 KB
~Get Your Files Here !/06 - Real Application - Customer Data Preprocessing/002 univariate3.png
