Ahlad Kumar

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215 videos

Hello Everyone! I am Dr. Ahlad Kumar. My area of specialization is in Image processing and Deep learning. I would like to share my knowledge in simple langua...

Latest Videos

Reinforcement Learning 13 Example of Action Value Function

Reinforcement Learning 12 Action Value Function

Reinforcement Learning 10 Value Function

Errata for Lecture 8

Reinforcement Learning 9 Markov Decision Process

Lecture 5 Gradient Tape Continued Higher Order Derivatives

Lecture 4 Gradient Tape

Lecture 3 TensorFlow Variables

Lecture 2 TensorFlow Constant, Reshape, Slicing and Broadcasting

Lecture 1 Tensorflow Constants and Variables Part 1

Natural Language Processing 3 Text Pre-processing Tokenization

Lecture 15 Support Vector Machine 3 (Soft SVM and Kernel SVM)

Lecture 14 Support Vector Machine 2

Lecture 13 Support Vector Machine (SVM) 1

ISRO Sponsored Generative Adversarial Network (GAN) Seminar

ISRO Sponsored Natural Language Processing (NLP) Seminar

Lecture 12 Perceptron Algorithm

Lecture 11 Logistic Regression 2

Lecture 10 Logistic Regression 1

Lecture 9 Proximal Gradient Descent

Lecture 8 LASSO Regression

Reinforcement Learning 11 Example for Calculating Value Function

Lecture 7 Role of Regularization in Regression

Lecture 6 Kernel Regression

Lecture 24 Transformers

Lecture 5 Non Linear Regression and Kernel Trick

Lecture 4 Linear Regression 2

Lecture 23

Lecture 1 Introduction

Lecture 2 Basics of Machine Learning