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
VISITOR COMMENTS (0 )
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TutsNode.com.txt
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/01 - Introduction and Installations/002 Python and Jupyter Notebook Installation.mp4
46.5 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/01 - Introduction and Installations/002 python-3.10.1-amd64.exe
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/01 - Introduction and Installations/002 SampleNotebook.ipynb
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/001 Programming Languages and Computation.mp4
36 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/001 Programming-Languages-and-Computation.pdf
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/002 Programming in Python.mp4
81.9 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/003 Python Commands.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/003 Python-Commands.pdf
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/004 Python Data Structures - Lists.mp4
95.5 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/004 Python-Data-Structures-Lists.pdf
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/005 Python Data Structures - Dictionary and Tuple.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/006 Workshop 1 Tasks - Unsolved.mp4
135 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/006 Workshop1Tasks.ipynb
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/02 - Week 1/007 Workshop 1 task - Solved.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/001 Functions and Scope.mp4
82.8 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/002 Classes and Methods.mp4
107.6 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/002 Python-Classes.pdf
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/003 Lets-Play-With-Cats.ipynb
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/003 Playing with cats.mp4
40.6 MB
[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/004 L6-Comprehensions-List-and-Dict.ipynb
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/004 List and Dict Comprehensions.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/005 Workshop 2 Tasks - Unsolved.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/005 Workshop2Tasks.ipynb
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/006 Workshop 2 Tasks - Solved.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/03 - Week 2/006 Workshop2Tasks-Solved.ipynb
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/001 File IO in Python.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/001 File-IO.ipynb
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/001 junk.txt
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/001 long-text.txt
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/001 my-file.txt
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/002 another-data.csv
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/002 CSV-Reader-Writer.ipynb
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/002 Handling CSV files in Python.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/002 sample-data.csv
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/003 duck-manifest.json
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/003 JSON Reader and Writer in Python.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/003 JSON-Reader-Writer.ipynb
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/004 duck-collection.json
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/004 ex1-data.txt
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/004 Workshop 3 Tasks - Unsolved.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/004 Workshop3Tasks.ipynb
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/005 duck-collection.json
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/005 ex1-data.txt
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/04 - Week 3/005 Workshop 3 Tasks - Solved.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/001 iris.csv
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/001 Pandas in Python Notebook.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/001 Pandas-Lecture.ipynb
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/002 iris.csv
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/002 Seaborn visualisation in Python.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/002 Seaborn.ipynb
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/003 titanic.csv
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/003 Workshop 4 Tasks - Unsolved.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/003 Workshop4Tasks.ipynb
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/004 Workshop 4 Tasks - Solved.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/05 - Week 4/004 Workshop4Tasks-Solved.ipynb
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/001 acw-user-data.csv
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/001 Customer Data Preprocessing - Unsolved.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/001 Final-Assement.pdf
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 acw-user-data.csv
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 commute.json
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 Customer Data Preprocessing Solved.mp4
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 employed.json
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 Final-Assement.pdf
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 multivariate1.png
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 multivariate2.png
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 multivariate3.png
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 processed.json
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 remove-ccard.json
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 retired.json
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[TutsNode.com] - The Complete Python Pro Bootcamp for Data Science and AI/06 - Real Application - Customer Data Preprocessing/002 univariate1.png
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