Study Materials for DA-Paper in Gate 2024 | Reference Books | Lecture Videos and Notes скачать в хорошем качестве

Study Materials for DA-Paper in Gate 2024 | Reference Books | Lecture Videos and Notes

In this video, I have recommended an exhaustive list of study materials for preparing a Data Science and AI paper, Gate-2024. Following are the references ***Probability and Statistics**** Ross S M,Introduction to Probability Models Ross S M,First Course on Probability P.G.Hoel, S.C.Port and C.J.Stone, Introduction to Probability Theory, P.G.Hoel, S.C.Port and C.J.Stone, Introduction to Stochastic Processes, MIT probability video    • 6.041 Probabilistic Systems Analysis and A...      • MIT RES.6-012 Introduction to Probability,...   https://www.probabilitycourse.com/ ***Linear Algebra**** Gilbert Strang Video -    • Gilbert Strang lectures on Linear Algebra ...   Introduction to Linear Algebra by Gilbert Strang https://math.mit.edu/~gs/linearalgebra/ Linear Algebra and Its Applications by David C Lay ***Optimization**** Numerical Optimization - Shirish Shevade | IISc - NPTEL -    • Numerical Optimization - Shirish Shevade |...   ***Machine Learning**** Pattern Recognition - PS Sastry | IISc - NPTEL -    • Pattern Recognition - PS Sastry | IISc - N...   Stanford CS229: Machine Learning Full Course    • Stanford CS229: Machine Learning Full Cour...   Introduction to ML by Piyush Rai (IIT-K) https://www.cse.iitk.ac.in/users/piyu... Kevin Murphy, Machine Learning: A Probabilistic Perspective, MIT Press, 2012 Christopher Bishop, Pattern Recognition and Machine Learning, Springer, 2007. Artificial Intellegence (AI) An Introduction to Artificial Intelligence by Mausam    • An Introduction to Artificial Intelligence   By Prof Deepak Khemani    • Artificial Intelligence - Search Methods f...   Telegram Channel Link - https://t.me/kishalaydaskd Timecodes 0:00 - Introduction. 1:55 - Probability and Statistics 6:15 - Linear Algebra 8:36 - Calculus and Optimization 9:55 - Programming, Data Structure and Algorithm 11:42 - Machine Learning 15:11 - Artificial Intellegence (AI) 16:39 - Database Management and Warehousing: 18:03 - Conclusion. #gate2024 #gateexam #gate_preparation #gatedapaper #datascience #ai #iisc #iits