About Pre-Bootcamp

Want to experience Bootcamp Learning Experience? 

Pre-Bootcamp is a mini-version of the actual bootcamp program offered by Analytics Vidhya. As part of the Pre-Bootcamp you get to experience - 

• Industry-Relevant Curriculum & Projects
• Live Online Classes by Industry Experts
• Assignments and Assessment to test yourself

At the end of the series, you will be given an assessment test. If you score well in the exam, you will be shortlisted for the Data Science Immersive Bootcamp Program with scholarship upto INR 20,000!

Please Note! The Pre-Bootcamp is only available for the first 1000 Registrations! 

Building your First Machine Learning Model

Are you curious about machine learning? Create a machine learning model in the 2 day PreBootcamp. Below is the training curriculum -

Day 1 - Getting Started with Data Analysis

1. Introduction to Pandas
2. CSV File Read on Pandas
3. Data Type Checks & Correction
4. Missing Values Checks & Correction
5. Outliers Checks & Correction
6. Correlations Checks & Correction
7. Univariate Analysis
8. Bivariate Analysis

Day 2 - Machine Learning Modeling

1. Introduction to Different Modeling Types
2. Classification Problem Overview
3. Data splitting strategy
4. Prepare the final data for model
5. Build Logistic Model & result overview
6. Build Decision Tree Model & result overview
7. Build Random Forest Model & result overview
8. Model Evaluation Strategy
9. Model Selection

Prerequisite - Enthusiasm for learning Python and Machine Learning!

Schedule of Pre-Bootcamp

This edition of the Pre-Bootcamp consists of 2 classes. Here’s the schedule of the classes -