Data-Science-Collab

This is the official repository of the Data Science Cell Training journey provided by the CIT Club.

Table of Contents

1. Introduction
   • Overview & Roadmap
   • Sources
2. Getting Started
   • Prerequisites
   • Installation
3. Data Collection
4. Exploratory Data Analysis
5. Pre-processing
   • Cleaning
   • Feature engineering
6. Data Visualization
7. Machine Learning
   • Intro to ML
   • Model Building
   • Cross-vauldation
   • Hyperparameters optimization
   • Model Evaluation
8. MLOps
   • API implementation
   • Cloud deployment