TFUG Durg - ML Study Jam - 2024

TFUG Durg - ML Study Jam - 2024
UpdatesDetailsAgendaComments
Updates

9:40 AM Friday, 12th Apr, 2024

Details

ML Study Jam is a learning opportunity leveraging accessible learning resources - Kaggle Learn, ML books, and free online courses. It includes hands-on assignments, tutoring, tech talks and group discussions. This is a great opportunity to bring members of your community together and to get started with ML.

ML Study Jam is a collective learning program helping community members to grow as ML practitioners. The idea is to go through basic ML concepts and share the knowledge in a community. By honing skills and enhancing capabilities, a beginner can start one’s journey to becoming an ML expert.

 

Agenda

Study Jam Agenda

13:30

15:00

Intro to Python and NumPy

Study Jam Agenda

13:30

15:00

Intro to Pandas + Project(Hands-On)

Study Jam Agenda

13:30

15:00

Pre-Machine Learning [Maths+Stats ] Class

Study Jam Agenda

13:30

15:00

Intro to ML

Study Jam Agenda

13:30

15:00

KNN Algorithm

Study Jam Agenda

13:30

15:00

Linear Regression

Study Jam Agenda

13:30

15:00

Feature Engineering | Varience-Bias Tradeoff

Study Jam Agenda

13:30

16:00

Project on KNN and Linear Regression

Study Jam Agenda

13:30

16:00

Logistics Regression

Study Jam Agenda

13:30

16:00

KMeans Algorithm

Study Jam Agenda

13:30

16:00

Hyperparameter Tuning

Study Jam Agenda

13:30

16:00

Project based on KMeans / Logistic regression

Study Jam Agenda

13:30

16:00

Deep Learning Basics

Comments
Arshdeep Singh

Arshdeep Singh

Expert Tick

May 9th 2024, 2:10 PM

ML Durg

ML Durg

May 9th 2024, 2:35 PM

Saturday, Apr 13th, 2024- 7:00 pm IST to Tuesday, Jul 30th, 2024- 10:00 pm IST
Punya
Soumik Chatterjee
Soumyadeep Banerjee
Rashmi Sidar
Sayak Bhattacharjee
sawan kumar
Akanksha

 ... + 45 More