July 1, 20245 min readPreprocessing in NLPNLPpreprocessingTalks about all kinds of preprocessing in NLP, such as case-folding, tokenization, stop words, stemming, lemmatization. Source code provided.Read More →
February 28, 202415 min readReact Js Cheat SheetFRONTENDREACT-JSCHEAT-SHEETPerfect for quick reference! A-Z practical guide to React starting from components, classes, props, state, lifecycle methods, if statements, to features like hooks, routing, Redux, and forms, along with explanations and code snippets!Read More →
February 23, 20248 min readWhy and How: Transitioning From Frontend to Machine LearningFrontendMachine-LearningSharing insights and experiences on why and how I transitioned from delving into Frontend to Machine Learning. How I started learning, learning resources, and the differences in how they work.Read More →
February 19, 202415 min readUnderstanding How Regression Algorithms Work along with Evaluation MetricsSVRProphetLSTMBiLSTMGRUMAEMSERMSEMAPER2Explore the mechanisms of regression algorithms in machine learning including Linear Regression, SVR, Prophet, LSTM, BiLSTM, and GRU. Also, understand evaluation metrics for regression models with MAE, MSE, RMSE, MAPE, and R2.Read More →
November 28, 202315 min readBasic Concepts of Artificial Intelligence (AI), Machine Learning, and Deep LearningArtificial-IntelligenceMachine-LearningDeep-LearningFrom Chatbot to Cyborg, how does it actually work? This article will discuss the basic workings of Artificial Intelligence, Machine Learning, and Deep Learning.Read More →