Palash MishraFrom One-Hot to BERT: A Brief Guide to Word Vectorization in Machine LearningIn the world of natural language processing (NLP), converting words into numerical representations (vectors) is a foundational task. This…Just nowJust now
Palash MishraWhat Exactly is Feature Engineering and How to Approach It?In the realm of machine learning, understanding and manipulating features is a pivotal task that significantly influences the performance…Jun 26Jun 26
Palash MishraPredicting Time Series Data with Machine Learning, Generative AI, and Deep LearningTime series data prediction is a critical aspect of various industries, ranging from finance and healthcare to marketing and logistics. The…Jun 193Jun 193
Palash MishraUnderstanding Activation Functions in Neural Networks: A Short GuideActivation functions are the cornerstone of neural networks, transforming raw inputs into meaningful outputs. They play a pivotal role in…Jun 18Jun 18
Palash MishraUnderstanding the Power of Black Box LLM APIs: Diving into Seamless Language ProcessingIn today’s digital age, language models (LMs) powered by machine learning (ML) have revolutionized the way we interact with and understand…Feb 16Feb 16
Palash MishraUnderstanding the Difference Between Bagging and Boosting in Machine LearningBagging and Boosting are advanced ensemble methods in machine learning that leverage the power of combining multiple models to enhance…Feb 14Feb 14
Palash MishraRevolutionizing On-Device Image Generation with MobileDiffusionIn the realm of digital creativity, the power to transform words into vivid images has traditionally been reserved for high-powered…Feb 1Feb 1
Palash MishraAre We Living in a Simulation? A Deep Dive into the HypotheticalRecently, I stumbled upon a fascinating discussion in a social media group. The topic? Whether we, as human beings, are living in a…Jan 9Jan 9
Palash MishraUnderstanding the Basics of Natural Language Processing (NLP)Welcome to the fascinating world of Natural Language Processing (NLP)! NLP sits at the intersection of computer science, artificial…Jan 9Jan 9
Palash MishraSentimental Chatbot with Transformers: Quick TrialIn the evolving landscape of natural language processing (NLP), the integration of sentiment analysis with conversational AI presents…Jan 91Jan 91