Post-Graduate Certificate Program in Artificial Intelligence and Machine Learning
Online
6 Months
65,000 INR Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery | Frequency Of Classes |
|---|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based | Weekends |
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | Jain Deemed to be University, Bangalore |
The Syllabus
- Introduction to Probability
- Distributions
- Testing of Hypothesis – I
- Testing of Hypothesis – II
- Samples
- Correlation & Regression
- Queuing Theory
- Stochastic processes
- Supervised & Unsupervised Learning
- Concept Learning
- Decision Tree Learning
- Bayesian Learning
- Clustering
- Reinforcement Learning
- Neural networks
- Feed-forward networks
- Convolution neural networks
- Recurrent neural networks
- Deep generative models
- Deep belief networks
- Deep Reinforcement Learning
- TensorFlow overview
- Agents & Environments
- Problem solving Agents
- Alpha Beta pruning
- Predicate Logic
- Rule based deduction systems
- Expert systems