PinnedZahra AhmadTypes of Questions in Questions Answering SystemsIn this article I will explain the 6 types of questions that questions answering systems expect from users, namely: factoid questions…Nov 21, 2021Nov 21, 2021
PinnedZahra AhmadLearning Track to Master Natural Language Processing (NLP)I will try to answer those frequent questions I get usually: Where to start in NLP? What techniques should I know in NLP before start…Nov 14, 20212Nov 14, 20212
PinnedZahra AhmadinAnalytics VidhyaPython Libraries Every Data Scientist and Data Analyst Should KnowWhy Python in Data Science?Feb 25, 20211Feb 25, 20211
PinnedZahra AhmadAutomatic Evaluation of Recommendation Systems: Coverage, Novelty and DiversityIn a previous article, I wrote about the tree types of recommender systems:Feb 26, 20212Feb 26, 20212
PinnedZahra AhmadinILLUMINATIONTo Medium Team: We Deserve Better Stats PageI joined medium earlier this month, and It has been amazing journey so far, I am really glad that I am here. However, I would like to ask…Feb 27, 20214Feb 27, 20214
Zahra AhmadBuild Speech to Text Model from ScratchWhat we need to train a model that converts speech into text from collecting data to inferenceJun 1, 2023Jun 1, 2023
Zahra AhmadEvaluation of Explainable ML modelsHow to understand the decisions that are made by machine learning models using explainable AI.Jul 31, 2022Jul 31, 2022
Zahra AhmadClustering in Machine Learning: Hierarchical, Density and and basedIn this article, I will present the most common algorithms and methods to perform clustering on data.Jul 24, 2022Jul 24, 2022
Zahra AhmadBuild News Recommendation Model Using Python, BERT and FAISSIn this story, I will show how to build news recommendation model based on topic, we will use Microsoft News Dataset (MIND) for…Jun 9, 20221Jun 9, 20221
Zahra AhmadIntroduction to Automatic Speech RecognitionIn this article, I will present an introduction to speech recognition system and description of a general pipeline that converts speech…May 16, 2022May 16, 2022
