Posts

Summary - Logistic Regression Algorithm

summary and useful points to know about LR

Aug 11, 2020
Summary - KNN Algorithm

Training process and useful points to know about KNN

Aug 10, 2020
Normalization for Better Generalization and Faster Training

Different types of Normalization layers ( Batch Norm, Layernorm)

Jun 20, 2020
Hypothesis Testing

Hypothesis testing using permutation

Jun 15, 2020
Foundations to inference Statistics

Basics of inference statistics, sampling distributions, Bootstrapping, Confidence Intervals

Jun 7, 2020
Probability Distributions and use cases

Introduction to probability distributions with use cases.

Jun 5, 2020
Advanced Feature Extraction from Text

Dense vector features for text

Mar 16, 2020
Basic Feature Extraction Methods

Feature Extraction from raw text

Mar 13, 2020
Basics of Natural Language Processing

Natural language processing basics and pipeline

Mar 10, 2020
Effective Training and Debugging of a Neural Networks

Proper training and debugging of a neural network

Feb 3, 2020