Lalit Kumar – Medium

Lalit Kumar

Lalit Kumar

Prototyping an AI app

May 20

Prototyping an AI app

May 20

Lalit Kumar

Building a Retrieval Augmented Generation (RAG) Application with LangChain and Cohere

In this article, we’ll explore how to build a Retrieval Augmented Generation (RAG) application using LangChain and Cohere. RAG…

May 12

Building a Retrieval Augmented Generation (RAG) Application with LangChain and Cohere

May 12

Lalit Kumar

Understanding Keras Convolutional Layer in detail

Deep learning has revolutionized the field of artificial intelligence, enabling breakthroughs in image recognition, natural language…

Jun 3, 2023

Understanding Keras Convolutional Layer in detail

Jun 3, 2023

Lalit Kumar

Important Equations of Deep Learning

Deep Learning Models essentially are mathematical models. A lot of mathematical equations work in background for neural network…

Jun 3, 2023

Jun 3, 2023

Lalit Kumar

Understanding Loss Functions in Deep Learning: Maximizing Model Performance

Introduction:

Jun 3, 2023

Understanding Loss Functions in Deep Learning: Maximizing Model Performance

Jun 3, 2023

Lalit Kumar

Rectified linear units and it’s variations

Let’s start with an overview of the ReLU function. The Rectified Linear Unit (ReLU) is a widely used activation function in neural…

Jun 1, 2023

Jun 1, 2023

Lalit Kumar

A brief introduction to Adaboost

Adaboost (short for Adaptive Boosting) is a popular ensemble learning algorithm that combines multiple weak classifiers to create a strong…

May 27, 2023

May 27, 2023

Lalit Kumar

Introduction to AdaGrad Optimization algorithm

AdaGrad is an optimization algorithm for training machine learning models. It is a variant of stochastic gradient descent (SGD) that…

May 27, 2023

May 27, 2023

Lalit Kumar

A short introduction to Adam optimizer

The Adam optimizer is a popular optimization algorithm for deep learning. It is an extension of the stochastic gradient descent (SGD)…

May 27, 2023

May 27, 2023

Lalit Kumar

Study of state of the art Image classification models and their application to Face recognition…

In recent years we have seen considerable research in the area of image classification using very large databases like ILSVRC[ImageNet…

Jun 11, 2020

Study of state of the art Image classification models and their application to Face recognition…

Jun 11, 2020

Lalit Kumar

Lalit Kumar

Lalit Kumar is an avid learner and loves to share his learnings. He is a Technical Manager and have 16 years of experience.

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