An introduction to Explainable AI (XAI) and Explainable Boosting Machines (EBM)

Photo by Rock’n Roll Monkey on Unsplash


Data Analysis and Visualizations using Python

Los Angeles Sky Line (Image Source: Wikipidea)

Introduction

Business Problem


With k-Fold Cross Validation (from scratch)

Neighbors (Image Source: Freepik)
  • How to code the k-Nearest Neighbors algorithm step-by-step
  • How to use k-Nearest Neighbors to make a prediction for new data
  • How to code the k-Fold Cross Validation step-by-step
  • How to evaluate k-Nearest Neighbors on a real dataset using k-Fold Cross Validation

k-Nearest Neighbors


An introduction to phases of NLP pipeline

Natural Language Processing (Source: Wootric)
  • Text Processing
  • Feature Extraction
  • Modeling


Visualizations and Predictions on COVID-19 pandemic data

SARS-CoV-2 Structure Structure (Source: Scientific Animations under CC License)

Introduction


Extract-Transform-Load (Source: Astera)

Overview

  • Introduction to ETL pipeline
  • Example
  • Stages in ETL pipeline

Introduction to ETL Pipeline


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AirBnB logo
AirBnB Logo (Source: Internet)

Introduction

Chaitanya Krishna Kasaraneni

Data Science Intern at Predmatic AI https://chaitanyak.me

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