/25 09 2023
Calculus is a branch of mathematics that studies rates of change. Here, we explore key concepts in Calculus: Limits, Differentiation,…
Calculus is a branch of mathematics that studies rates of change. Here, we explore key concepts in Calculus: Limits, Differentiation,…
AutoGrad is a feature given by Deep Learning Frameworks like PyTorch for automating the derivative calculation of a function.
Activation functions are mathematical formulas applied to neuron outputs, introducing non-linearity to neural networks.
Supervised learning is a machine learning method where an AI model is trained using a labeled dataset, which includes both…
Linear Algebra plays a big role in AI. It enables to represent and manipulate data very efficiently and easily using…
Probability is used to measure uncertainty. When it comes to AI, Probability is the main concept used for decision-making and…
TinyLlama is an open-source model with 1.1 billion parameters that has been trained on a vast dataset of 3 trillion…
The Learning rate is the hyper-parameter that determines the size of the step taken in the direction of the gradient…
Python and PyTorch deep learning framework is the best combination for beginners entering the world of AI and deep learning.
The loss function is a mathematical function that quantifies the performance the AI model by comparing its predicted values with…