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   #datascienceforbeginners #machinelearning #deeplearning #python #python3 #datascientist #datascientistroadmap #datasciencestepbystep #datasyllabus #datascieninterviewquestions #datascientistresume #datascientistguide #beginnerfriendly #datascientistintamil #sql #machinelearning #deeplearning #generativeai #llms #statistics #stats #maths #probability #RAG #promptengineering #transformer #encoderdecoder #mlops #aws #langchain #llamaindex #huggingface #openai #llmops #finetuneLLm #assignments #interviewquestionandanswers #interviewtips #resumetips