Data Scientist Roadmap (2025) : Beginner to Expert (தமிழில்)
Complete Data science syllabus with topics | Free resources | Interview tips by a Self-taught data scientist!
BOOK 1:1 CALL FOR DATA JOB GUIDANCE - https://topmate.io/keerthana_selvam
Complete Data scientist 2025 Roadmap - https://github.com/ds-with-keerthi/De...
Sheets shown in the video - https://github.com/ds-with-keerthi/De...
ATS resume sample - https://rajag0pal.github.io/
0:00 - Introduction
1:55 - Author's Note - Study Plan
4:00 - Python
5:30 - SQL
5:59 - Statistics & Probability
7:05 - Feature Engineering
8:08 - Maths
9:23 - Machine Learning
9:55 - Hyperparameter Tuning
11:19 - Author's Note - 1 Algo == 1 week
13:25 - Deep Learning
16:31 - generative Ai
19:25 - MLOPS
21:40 - Job Hunt
23:25 - Author's Important Note
CREDITS (The resources shown in this video are some of the amazing contents from following creators) :
/ @krishnaik06
/ @codebasics
/ @misraturp
/ @3blue1brown
/ @statquest
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