AI/ML Archives - Go Gradient Descent

The Sigmoid Function: A Key Pillar in Machine Learning

By Srikanta February 1, 2025Artificial Intelligence, Machine LearningNo Comments

Introduction The sigmoid function is one of the most fundamental mathematical functions in machine learning and deep learning. It plays a crucial role in various algorithms, particularly in logistic regression…

Logistic Regression in Machine Learning: A Comprehensive Guide

By Srikanta February 1, 2025Artificial Intelligence, Machine LearningNo Comments

In the ever-evolving field of machine learning, logistic regression stands out as one of the most fundamental and widely-used algorithms. Despite its name, logistic regression is primarily used for classification…

Introduction to TensorFlow and PyTorch: A Comprehensive Guide with Examples

By Srikanta January 29, 2025Artificial Intelligence, Machine LearningNo Comments

Deep learning has revolutionized artificial intelligence, enabling breakthroughs in fields such as natural language processing, computer vision, and reinforcement learning. Two of the most popular deep learning frameworks, TensorFlow and…

How to Use Scikit-Learn for Machine Learning

By Srikanta January 29, 2025Artificial Intelligence, Machine LearningNo Comments

Scikit-learn is one of the most popular and powerful libraries for machine learning in Python. Built on top of NumPy, SciPy, and Matplotlib, Scikit-learn provides simple and efficient tools for…

Exploratory Data Analysis (EDA) in Machine Learning: A Comprehensive Guide

By Srikanta January 28, 2025Artificial Intelligence, Machine LearningNo Comments

In the world of machine learning, data is the cornerstone of every project. However, raw data is rarely clean or insightful. That’s where Exploratory Data Analysis (EDA) comes into play.…

Step-by-Step Guide to Building a Simple ML Model in Python

By Srikanta January 28, 2025Artificial Intelligence, Machine LearningNo Comments

Machine learning (ML) has revolutionized industries by enabling systems to learn from data and make predictions or decisions without being explicitly programmed. If you're a beginner, diving into the world…

Is Artificial Intelligence an Existential Threat? Unpacking the Debate

By Srikanta January 26, 2025AI Governance and Regulation, Artificial IntelligenceNo Comments

The meteoric rise of artificial intelligence (AI) has sparked both awe and apprehension. While AI promises to revolutionize industries, enhance productivity, and solve complex problems, concerns about its potential misuse…

Ethics in AI: What You Need to Know

By Srikanta January 25, 2025Artificial IntelligenceNo Comments

Artificial Intelligence (AI) is no longer a distant concept confined to science fiction. From predictive algorithms to autonomous vehicles, AI is shaping industries and redefining the boundaries of what technology…

Generative AI in 2025: Trends and Use Cases

By Srikanta January 25, 2025Artificial IntelligenceNo Comments

Generative Artificial Intelligence (AI) has reached unprecedented heights in 2025, transforming industries, reshaping business models, and redefining creative possibilities. With advancements in computational power, algorithms, and data availability, generative AI…

AI vs. ML vs. Data Science: Understanding the Differences and Overlaps

By Srikanta January 25, 2025Artificial IntelligenceNo Comments

Artificial Intelligence (AI), Machine Learning (ML), and Data Science are among the most prominent buzzwords in the technology world. While they are often used interchangeably, they each have distinct definitions,…