Dinesh NakkinaDemystifying AI, Machine Learning, and Deep Learning: A Hierarchy of IntelligenceArtificial intelligence (AI), machine learning (ML), and deep learning (DL) are terms often used interchangeably, but they represent…May 8May 8
Dinesh NakkinaThe MCP Neuron: The Building Block of Deep LearningDeep learning has revolutionized artificial intelligence, but its foundation rests on a simple concept: the McCulloch-Pitts (MCP) neuron…May 8May 8
Dinesh NakkinaA Look Back: The History of Deep LearningDeep learning, a subfield of machine learning, has taken the world by storm in recent years. But its roots run surprisingly deep, dating…May 8May 8
Dinesh NakkinaRevolutionizing Language Generation: Retrieval-Augmented Generative SystemsIntroduction Retrieval-Augmented Generative (RAG) systems are a groundbreaking approach in natural language processing (NLP) that combines…Apr 26Apr 26
Dinesh NakkinaIntroduction to Naive Bayes: A Beginner’s GuideIn the realm of machine learning, the Naive Bayes algorithm stands out as a powerful yet simple probabilistic classifier. Widely used in…Apr 18Apr 18
Dinesh NakkinaDemystifying Linear Regression: A Comprehensive GuideLinear regression is one of the most fundamental algorithms in the realm of machine learning and statistics. Its simplicity…Apr 18Apr 18
Dinesh NakkinaUnderstanding K-Nearest Neighbors (KNN) Algorithm: A Beginner’s GuideIn the vast world of machine learning algorithms, K-Nearest Neighbors (KNN) stands out as a simple yet powerful method for classification…Apr 18Apr 18
Dinesh NakkinaUnveiling the Power of Transformers: From Words to WondersHistorical Context: Seq2Seq and NMTApr 12Apr 12
Dinesh NakkinaUnleashing the Power of Language Modeling: Applications and MethodologiesIn a world where communication is absolutely critical, the research and application of language modeling is at the forefront of…Apr 5Apr 5
Dinesh NakkinaExploring the Performance of KNN Model: The Impact of ‘k’ ValuesIntroduction: In the realm of machine learning algorithms, the K-Nearest Neighbors (KNN) algorithm stands out as a simple yet effective…Mar 1Mar 1
