Curriculum

Week 1-4

Data Science Essentials

Dashboarding & Automation using Excel (spreadsheet)
Data Visualization & Data Storytelling using Tableau
Dashboarding Handling using Python
Case Studies

Week 5-8

Descriptive Statistics & Exploratory Data Analysis

Visualize Data using Python
Analytical Problem Solving & Structured Thinking using Real world business case studies
Exploratory Data Analysis using Large Data Sets
Descriptive & Inferential Statistics using Mini Case Studies
Hypothesis Testing
Case Studies

Week 9-12

Predictive Analytics & Machine Learning

Multiple Linear Regression - Help a large insurance company predict customer lifetime sales potential
Logistic Regression
Clustering
Principal Component Analysis (PCA) & Factor Engineering
Model Validation, Evaluation & Model Selection
Real-world Projects from Credit Risk, Marketing, HR, eCommerce, Cab Aggregator Industries

Week 13-16

Advanced Machine Learning

Decision Trees
Random forest
Boosting & Bagging
Neural Networks Foundation

Week 17-24

AI & Deep Dive into Deep Learning

Neural Networks Principles & Engineering Foundation
Tensorflow
Keras
Pytorch

Case Studies

Prepaid Payment

Pay us full fees of Rs 1,50,000 + GST upfront.

PAYMENT PLANS

AND

SELECTION PROCESS

Postpaid payment

Pay us 17.5% of your salary for 36 months if you are earning minimum guaranteed CTC. Maximum capped at Rs. 2,50,000/- + GST.

Application

Filling of Primary and extensive application forms with academic and personal background.

Online

Assessment

There will be a series of assessments on Quantitative, Critical Reasoning and Interpersonal skills

Demo class

Selected students will take a three day demo class followed by an assessment.

Interview And ISA signing

Students selected by an final interview by experts will sign the ISA and start the course.