Upon completion of the faculty development programme, a participant will be able to:
Rich Industrial Experience in the areas of applied Machine Learning, Artificial Intelligence and Big Data Analytics
Project domains including Healthcare, Banking, Manufacturing, Retail etc.
The six day faculty development programme emphasizes on discussing various concepts from fundamentals of machine learning and big data analytics to development and deployment of predictive data models using Spark. Brief discussions include:
Day | Topics |
---|---|
Day-1 |
Introduction to Machine Learning
Understanding Big Data Analytics
Getting started with Spark
Designing a Machine Learning System
Preprocessing and Preparing Data with Spark
|
Day-2 |
Building Classification Models with Spark
|
Day-3 |
Developing Regression Models with Spark
|
Day-4 |
Developing a Clustering Model with Spark
|
Day-5 |
Building a Recommendation Engine with Spark
|
Day-6 |
Natural Language Processing
|