Deep Learning - Data-Nizant

Master the Foundations of Machine Learning: Algorithms, Use Cases, and Real-World Applications: Master Machine Learning Mastery: Secrets to Success

Unlock your path to machine learning mastery with expert strategies. Learn fundamentals and advanced techniques to accelerate your ML journey.

June 5, 2025June 5, 2025 by Kinshuk Dutta

Neural Network Optimization

Understand Dropout in Neural Networks: Prevent Overfitting and Improve Model Generalization: Dropout in Neural Network: Top Tips for Better Performance

Learn effective strategies for dropout in neural network to improve model accuracy and prevent overfitting. Boost your AI projects today!

May 27, 2025May 27, 2025 by Kinshuk Dutta

Large Language Models, Natural Language Processing (NLP)

Tracing the Evolution from Neural Networks to Transformers and the Rise of LLMs in Modern NLP: 🧠 From Syntax to Semantics: How Neural Networks Empower NLP and Large Language Models

In 2019, we explored the foundations of neural networks—how layers of interconnected nodes mimic the human brain to extract patterns from data. Since then, one

October 15, 2021June 6, 2025 by Kinshuk Dutta

Natural Language Processing (NLP), AI, ML & Data Science, Generative AI Fundamentals, Acharjo, Academic Use

Understanding how machines split text into tokens—words, subwords, or characters—to make sense of human language.: Tokenization in NLP: Breaking Down Language for Machines

“Before machines can understand us, they need to know where one word ends and another begins.” 🧠 Introduction: Why Tokenization Matters Natural Language Processing (NLP)

July 15, 2021June 6, 2025 by Kinshuk Dutta

Neural Networks, Deep Learning, Machine Learning, AI, ML & Data Science

Introduction to Neural Networks and Deep Learning with Real-World Use Cases: Deep Learning & Neural Network Basics

🧠 What Are Neural Networks? At the heart of deep learning lies the neural network—a mathematical model inspired by the human brain’s structure. These networks

January 9, 2019June 3, 2025 by Kinshuk Dutta