GITAA

Skills Covered in the Course

check Python

check all about data collection and preparation

check basics of data visualization

check fundamentals of data science

Course Content

12 Sections

Session Link

Session Link - Microsoft Teams Link

Reference materials

Introduction to Data Science and why Python (Click here to view videos)

Week 1 - 14th & 15th October 2023

Introduction to Sports Analytics_ Recording

Introduction to Sports Analytics_ Slides

Introduction to Python_ Codes

Introduction to Python_ Recording

Introduction to Python_ Slides

Week 2 - 21st & 22nd October 2023

All about Cricket Analytics - Recording

Collection in Python and associated operation - Recording

Collection in Python and associated operations - Codes

Assignment - 1(PART-1)

Week 3 - 28th & 29th October 2023

Data Collection to Processing in the field of Cricket _Recording

Data Collection to Processing in the field of Cricket_code

Data Collection to Processing in the field of Cricket _Dataset

Data Collection to Processing in the field of Cricket_ Slides

Introduction to Pandas_Recording

Introduction to Pandas_codes

Introduction to Pandas_ Dataset

Assignment - 1(PART-2)

Week 4 - 4th & 5th November 2023

Pandas and Data Visualization Recording

Pandas part-2 Datasets

Pandas and Data Visualization slides

Pandas and Data Visualization Codes

Basics of Statistics - Recording

Basics of Statistics slides

Week 5 - 18th & 19th November 2023

Introduction to Tableau_ Recording

Introduction to Tableau _Slides

Introduction to Tableau _Dataset

Tableau Case study_ Recording

Tableau Case Study _ Datasets

Week 6 - 25th & 26th November 2023

ML & Regression_Slides

ML & Regression_ Recordings

EDA Recordings

EDA_CaseStudy_ codes

EDA_CaseStudy_ Slides

Practice Assignment - 2

Week 7 - 02nd December 2023

Python Regression Demo _codes

Python Regression Demo_ Recording

Week 8 - 9th & 10th December 2023

Introduction to Computer vision - Slides

Introduction to Computer vision - Recording

Demo - case study on Cricket Image analytics - Slides

Demo-case study on Cricket Image Analytics - Recording

Week 9 16th & 17th December 2023

Demo-Case Study on Cricket Video Analytics - Slides

Demo-Case Study on Cricket Video Analytics - Recording

Advanced IOT - Recording

Advanced IOT - Slides

Final Exam

HOWZZAT Final Assessment

Reviews

Related Courses

Introduction to Data Visualization using Tableau

Online Courses

Machine Learning using Python

Online Courses

Introduction to Data Analytics using R / Python

Online Courses

Session Link

Reference materials

Week 1 - 14th &amp; 15th October 2023

Week 2 - 21st &amp; 22nd October 2023

Week 3 - 28th &amp; 29th October 2023

Week 4 - 4th &amp; 5th November 2023

Week 5 - 18th &amp; 19th November 2023

Week 6 - 25th &amp; 26th November 2023

Week 7 - 02nd December 2023

Week 8 - 9th &amp; 10th December 2023

Week 9 16th &amp; 17th December 2023

Final Exam

Week 1 - 14th & 15th October 2023

Week 2 - 21st & 22nd October 2023

Week 3 - 28th & 29th October 2023

Week 4 - 4th & 5th November 2023

Week 5 - 18th & 19th November 2023

Week 6 - 25th & 26th November 2023

Week 8 - 9th & 10th December 2023

Week 9 16th & 17th December 2023