ADVANCED PROGRAM IN data analytics & Machine Learning
Course Outline
This course is meant for participants who have already gained familiarity with the basics and have realized that its time to switch gears in order to seriously pursue analytics as a career. Our advanced program empowers you with the skills that are absolutely top of the line.
Advanced Statistics
- Statistical Distributions, and Application to Business Decisions
- Business Applications of ANOVA, ANCOVA & MANOVA
- Discriminant Analysis & Factor Analysis
Optimization Techniques
- Linear Programming
- Integer Programming & Simulations
Time Series Forecasting
- ETS (Error, Trend, Seasonality) models to make forecasts
- ARIMA (Autoregressive, Integrated, Moving Average) models
Social Media Analytics
- Application Programming Interface (API) services to collect data from different social media sources
- Sentiment Analysis using Text Analytics
Marketing & Retail Analytics
- Targeted marketing and ROI analysis
- Competition Analysis and Market Segmentation
Finance and Risk Analytics
- Credit Rating and Risk Analytics
- Fraud Risk Analytics
Supply Chain Analytics
- Supply Chain Forecasting
- Inventory Control
- Transportation and Assignment Problems
Additional Module on Deep Learning using Python covering computer vision
& Case Study on Self Driving Cars
Quick Facts
- Course Duration - 6 months (108 hours comprehensive learning)
- Mode - Live online (60 hours) + Self paced content & Practice (48 hours)
- Tools - R and Python
- Eligibility - Participant must have completed our/equivalent Level One course.
- Course Fee - INR 44,999 or USD 649, all inclusive.
