Afaf AtharMachine Learning: Concepts you need know to get start with MLA Quick History of Machine Learning!5 min read·Apr 12, 2022----
Afaf AtharinCodeXSurvival Analysis: Part IIIn this post, we’ll go over how to put the survival plots and models we discussed in Part I into practice, the most interesting part of…6 min read·May 10, 2021----
Afaf AtharSurvival Analysis: Part IBefore I get started with the survival review, I’d like to point out that this article is split into two parts. Part I will cover the…6 min read·May 9, 2021----
Afaf AtharinHands-On Data ScienceSentiment Analysis: VADER or TextBlob?What Is Sentiment Analysis?5 min read·Nov 8, 2020--1--1
Afaf AtharinAnalytics VidhyaSHAP (SHapley Additive exPlanations) And LIME (Local Interpretable Model-agnostic Explanations)…While simpler classes of models (such as linear models and decision trees) are often readily understood by humans, the same is not true…5 min read·Oct 4, 2020--1--1
Afaf AtharinAnalytics VidhyaActivation Functions, Optimization Techniques, and Loss FunctionsActivation Functions:14 min read·Aug 22, 2020----
Afaf AtharinThe StartupWord Embedding: Word2Vec With Genism, NLTK, and t-SNE VisualizationWhat is Word Embeddings?9 min read·Aug 16, 2020--1--1
Afaf AtharinAnalytics VidhyaReal-Time Indian Sign Language Recognition System to Aid Specially AbledThe Sign Language is a strategy for correspondence for hard of hearing — moronic individuals. The gesture-based communication is a…6 min read·Jul 23, 2020--2--2
Afaf AtharinAnalytics VidhyaImage Classification With Fashion-MNIST dataset and PyTorchPyTorch is a famous open-source machine learning library for Python developed by Facebook’s AI research group. PyTorch believes in a…4 min read·Feb 6, 2020----
Afaf AtharinAnalytics VidhyaFace Detection Using OpenCV & PythonThe moment you hear of face recognition, you think of surveillance in videos, that you are being watched. Over the last few decades, face…3 min read·Jan 14, 2020----