Course Objective

  • – The objective of this class is to build foundation on basics of AI/ML and Data Analytics including Exploratory Data Analysis and Data Visualization. 
  • – Students will perform an end to end Data visualization using Exploratory Data Analysis

Pre-Requisite

 

This course is suitable for B.Tech students from 5th Semester onwards. It is assumed that students registering for this program already have strong knowledge on Python, Numpy and Panda. If not, it is recommend that students should attend our Python Boot Camp Program before they register for the Exploratory Data Analysis Boot Camp program. 

Course Details

Program Duration :

60 Hours of Classroom with classroom based coding assignments spread over 12 weeks

Home Asignments :

20 hours spread across the program

Self Learning Content :

20 Hours of content to be used as supplementary notes for theory lessons

Highlight on Theory Syllabus (30-40 Hours) :

  • – Refresher on  Python and Database
  • – Numpy and Panda Refresher
  • – Statistics for Machine Learning
  • – Introduction to AI/ML 
  • – Introduction to Data Analytics
  • – Introduction to Exploratory Data Analysis
  • – EDA Visualization Lab

Highlight on Capstone Project (10 Hours):

  • Students will complete a Visualization workshop from scratch using xploratory Data Analysis based on industry use case. The various components required for this project are built thru home assignments given for various learning modules followed by a 2-week dedicated project work period where the students complete Data Visualization.

    This is followed by presenting the project and facing a viva on the project to a panel built by respective faculty and industry representatives.

Career Counseling and Interview readiness:

  • – Each student registered in our program get individual career counseling sessions at the beginning of the program.
  • – Each batch of student is assigned a dedicated mentor from industry to provide various guidance which they continue to do till
  •     6 months post course completion.
  • – Other services like Mock interview, Resume Preparation, Offer Letter Mentoring etc is also provided.
  • – We are creating a network of industry partners who will offer internship opportunity to top performers of the program.