PinnedAbdallah AshrafCorrelation in machine learning — All you need to knowWhat is correlation?Sep 22, 20234Sep 22, 20234
PinnedAbdallah AshrafHow to Choose the Right Visualization for Your Data — Data AnalysisWhen visualizing data, it’s crucial to use the chart or graph that best conveys your message clearly and accurately. While your data may…Oct 14, 20233Oct 14, 20233
Abdallah AshrafHow to handle stop words in NLPNatural Language Processing (NLP) is a rapidly evolving field that focuses on enabling computers to understand and process human language…Feb 4Feb 4
Abdallah AshrafTokenization in NLP : All you need to knowNatural Language Processing (NLP) has rapidly evolved in recent years, enabling machines to understand and process human language. At the…Jan 303Jan 303
Abdallah AshrafOversampling — Handling Imbalanced DataData is the lifeblood of machine learning, but traditional models struggle when fed incomplete information. Imbalanced datasets with…Dec 23, 20231Dec 23, 20231
Abdallah AshrafThe Evolution of Prompt Engineering and LangChain : From Questions to ConversationsPatterns Without Purpose: Why Memorization Alone Cannot Match Human-Level CognitionDec 6, 2023Dec 6, 2023
Abdallah AshrafProbability Distributions — Statistics for machine learningUnderstanding Probability distributionsSep 30, 20231Sep 30, 20231
Abdallah AshrafFeature Engineering in NLPFeature extraction is an important step for any machine learning problem. No matter how good a modeling algorithm you use, if you feed in…Sep 13, 2023Sep 13, 2023
Abdallah AshrafText Pre-Processing for NLP :Let’s start with a simple question: why do we still have to pre-process text?Aug 31, 2023Aug 31, 2023
Abdallah AshrafText Extraction and Clean-up in NLPText extraction and cleanup refer to extracting the raw textual content from input data by removing irrelevant information like formatting…Jul 30, 2023Jul 30, 2023
