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

Posted by By Srikanta January 28, 2025Posted inArtificial 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.…
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Step-by-Step Guide to Building a Simple ML Model in Python

Posted by By Srikanta January 28, 2025Posted inArtificial 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…
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Is Artificial Intelligence an Existential Threat? Unpacking the Debate

Posted by By Srikanta January 26, 2025Posted inAI 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…
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Ethics in AI: What You Need to Know

Posted by By Srikanta January 25, 2025Posted inArtificial 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…
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Generative AI in 2025: Trends and Use Cases

Posted by By Srikanta January 25, 2025Posted inArtificial 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…
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AI vs. ML vs. Data Science: Understanding the Differences and Overlaps

Posted by By Srikanta January 25, 2025Posted inArtificial 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,…
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What is Deep Learning?: Introduction to Neural Networks and Their Significance

Posted by By Srikanta January 24, 2025Posted inArtificial IntelligenceNo Comments
In recent years, Deep Learning has emerged as a groundbreaking technology, revolutionizing fields such as healthcare, finance, autonomous vehicles, and natural language processing. It is a subset of Artificial Intelligence…
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Demystifying Gradient Descent in Linear Regression

Posted by By Srikanta January 22, 2025Posted inArtificial IntelligenceNo Comments
When it comes to machine learning, few concepts are as foundational and transformative as gradient descent. This optimization algorithm lies at the heart of many machine learning models, enabling systems…
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Linear Regression in Machine Learning

Posted by By Srikanta January 22, 2025Posted inArtificial IntelligenceNo Comments
Linear regression is one of the simplest yet powerful algorithms in machine learning. It serves as the foundation for more complex models and is widely used in predictive analysis, trend…
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Understanding Gradient Descent in AI/ML

Posted by By Srikanta January 22, 2025Posted inArtificial IntelligenceNo Comments
In the ever-evolving landscape of artificial intelligence and machine learning, Gradient Descent stands out as one of the most pivotal optimization algorithms. From training linear regression models to fine-tuning complex…
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