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Name:

The Complete Python Pro Bootcamp for Data Science and AI

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Category:

Other > Training

Language:

English

Total Size:

3.56 GB

Info Hash:

9f0b8bad0d3053b2c72813dbbb479fcaaae6ee89

Added By:

tutsnode

Added:

22-02-2022 14:20

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1,038

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Completed:

117

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TutsNode.com.txt	63.00 B
[TGx]Downloaded from torrentgalaxy.to .txt	585.00 B
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/01 - Introduction and Installations/001 Introduction Talk.mp4	10.30 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/01 - Introduction and Installations/002 installation.pdf	5.61 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/01 - Introduction and Installations/002 Python and Jupyter Notebook Installation.mp4	46.46 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/01 - Introduction and Installations/002 python-3.10.1-amd64.exe	26.87 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/01 - Introduction and Installations/002 SampleNotebook.ipynb	1.22 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/001 Programming Languages and Computation.mp4	35.97 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/001 Programming-Languages-and-Computation.pdf	753.71 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/002 Programming in Python.mp4	81.87 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/002 Programming-in-Python.pdf	662.84 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/003 Python Commands.mp4	85.69 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/003 Python-Commands.pdf	668.65 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/004 Python Data Structures - Lists.mp4	95.48 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/004 Python-Data-Structures-Lists.pdf	599.84 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/005 Python Data Structures - Dictionary and Tuple.mp4	79.48 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/005 Python-Data-Structures-Dictionary-and-Tuples.pdf	614.45 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/006 Workshop 1 Tasks - Unsolved.mp4	134.96 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/006 Workshop1Tasks.ipynb	26.38 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/007 Workshop 1 task - Solved.mp4	285.95 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/001 Functions and Scope.mp4	82.83 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/001 Python-Functions-Methods.pdf	662.79 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/002 Classes and Methods.mp4	107.58 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/002 Python-Classes.pdf	624.29 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/003 Lets-Play-With-Cats.ipynb	3.53 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/003 Playing with cats.mp4	40.58 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/004 L6-Comprehensions-List-and-Dict.ipynb	17.51 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/004 List and Dict Comprehensions.mp4	267.37 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/005 Workshop 2 Tasks - Unsolved.mp4	197.60 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/005 Workshop2Tasks.ipynb	30.95 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/006 Workshop 2 Tasks - Solved.mp4	185.81 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/006 Workshop2Tasks-Solved.ipynb	44.33 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/001 File IO in Python.mp4	246.44 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/001 File-IO.ipynb	31.15 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/001 junk.txt	63.00 B
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/001 long-text.txt	1.27 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/001 my-file.txt	16.00 B
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/002 another-data.csv	45.00 B
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/002 CSV-Reader-Writer.ipynb	13.43 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/002 Handling CSV files in Python.mp4	110.49 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/002 sample-data.csv	212.00 B
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/003 duck-manifest.json	186.00 B
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/003 JSON Reader and Writer in Python.mp4	62.52 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/003 JSON-Reader-Writer.ipynb	6.74 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/004 duck-collection.json	567.00 B
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/004 ex1-data.txt	1.27 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/004 wind-data.csv	3.79 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/004 Workshop 3 Tasks - Unsolved.mp4	226.70 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/004 Workshop3Tasks.ipynb	41.20 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/005 duck-collection.json	567.00 B
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/005 ex1-data.txt	1.27 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/005 wind-data.csv	3.79 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/005 Workshop 3 Tasks - Solved.mp4	261.03 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/005 Workshop3Tasks-Solved.ipynb	6.27 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/001 iris.csv	3.88 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/001 Pandas in Python Notebook.mp4	136.74 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/001 Pandas-Lecture.ipynb	26.06 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/002 iris.csv	3.88 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/002 Seaborn visualisation in Python.mp4	113.89 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/002 Seaborn.ipynb	202.06 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/003 titanic.csv	63.63 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/003 Workshop 4 Tasks - Unsolved.mp4	212.18 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/003 Workshop4Tasks.ipynb	43.02 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/004 Workshop 4 Tasks - Solved.mp4	209.29 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/004 Workshop4Tasks-Solved.ipynb	202.60 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/001 acw-user-data.csv	199.99 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/001 Customer Data Preprocessing - Unsolved.mp4	120.28 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/001 Final-Assement.pdf	289.02 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 acw-user-data.csv	199.99 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 Assignment-Solved.ipynb	4.25 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 commute.json	999.61 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 Customer Data Preprocessing Solved.mp4	141.41 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 employed.json	730.15 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 Final-Assement.pdf	289.02 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 FINAL-ASSIGNMENT-SOLVED.rar	1.15 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 multivariate1.png	17.76 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 multivariate2.png	34.97 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 multivariate3.png	95.70 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 processed.json	964.52 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 remove-ccard.json	275.57 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 retired.json	234.38 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 univariate1.png	6.45 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 univariate2.png	5.68 kB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 univariate3.png	9.90 kB

Description

Description

This module teaches students to program in Python and is scheduled to start their career in Artificial Intelligence and Data Science.

If you want to enter the domain of Data Science and are from a different discipline or career path then this module is for you to enroll in .

You should prepare for the practical workshops by watching the lecture videos, reading the written material including the assigned practical tasks, and prepare some of the initial practical tasks so you are ready for the days work.

The format of this module is a 4-week intensive module which is designed to teach you the necessary programming skills to excel throughout the remaining of your exciting program. I understand that you come from a variety of different backgrounds and encourage you to engage and communicate with us about your learning where possible; whether you are completely new to programming or whether you’ve dabbled in it before. Programming is a skill which takes time to master, and the more you practice these skills the better you will become.

The first two weeks contain many smaller topics which are fundamental to programming understanding, with later weeks utilizing these for more advanced applications.

All of the programming part will take place in Jupyter Notebook and relevant python version installation and usage will be shared in this course.

Week 1.

Environments
Variables
Data Primitives
Data Structures (Collections)
Control Flow
Scope Teaching

Week 2.

Functions
List/Dict Comprehensions
Libraries
Python Modules
Object Oriented Python
Teaching

Week 3.

Coursework Introduction
Numpy and N-Dimensional Matrices
File Input/output
Error-handling / Exceptions Teaching

Week 4.

Introduction to Pandas library
Visualization of Data with Python Coursework

Real Application.

Customer Data Pre-Processing

Who this course is for:

Beginner python developers curious about Data Science
Beginners
New to the Domain
Python developers and Machine Learning engineers
Everybody who wants to learn more about the joint field of AI and Data science
Students who wants to switch to Data Science

Requirements

No programming experience needed , you will be taught everything from scratch up to a professional level

Last Updated 2/2022