3 Choices: 1- Apple MLX 2- NVIDIA CUDA 3-AMD ROCm: Choosing the Best AI Platform
Apple MLX vs NVIDIA CUDA vs AMD ROCm: AI Platform Guide: Launching an AI-driven startup as a solo developer in 2026 means making pivotal technology […]
Theory Behind 1Cycle Learning Rate Scheduling & Learning Rate Schedules – Day 43
The 1Cycle Learning Rate Policy: Accelerating Model Training In our pervious article (day 42) , we have explained The Power of Learning Rates in […]
Transfer learning – day 29
Understanding Transfer Learning in Deep Neural Networks Understanding Transfer Learning in Deep Neural Networks: A Step-by-Step Guide In the realm of deep learning, transfer learning […]
Batch Normalization – day 25
Understanding Batch Normalization in Deep Learning Understanding Batch Normalization in Deep Learning Deep learning has revolutionized numerous fields, from computer vision to natural language processing. […]
Hyperparameter Tuning with Keras Tuner _ Day 17
A Comprehensive Guide to Hyperparameter Tuning with Keras Tuner Introduction In the world of machine learning, the performance of your model can heavily depend on […]
Activation Function, Hidden Layer and non linearity. _ day 12
Understanding Non-Linearity in Neural Networks Understanding Non-Linearity in Neural Networks Non-linearity in neural networks is essential for solving complex tasks where the data is not […]
Activation Function _ day 11
Activation Functions in Neural Networks Activation Functions in Neural Networks: Why They Matter ? Activation functions are pivotal in neural networks, transforming the input of […]
3 Types of Gradient Decent Types : Batch, Stochastic & Mini-Batch _ Day 8
Understanding Gradient Descent: Batch, Stochastic, and Mini-Batch Understanding Gradient Descent: Batch, Stochastic, and Mini-Batch Learn the key differences between Batch Gradient Descent, Stochastic Gradient Descent, […]
Can we make prediction without need of going through iteration ? yes with the Normal Equation _ Day 6
Understanding Linear Regression: The Normal Equation and Matrix Multiplications Explained Understanding Linear Regression: The Normal Equation and Matrix Multiplications Explained Linear regression is a fundamental […]
