Course 1
Post Graduate Program In Artificial Intelligence & Machine Learning
E-Learning
| Sl. No. | Chapter |
|---|---|
| Chapter - 1 | Introduction |
Course 2
AI&ML (Artificial Intelligence and Machine Learning Professional )
E-Learning
| Sl. No. | Chapter |
|---|---|
| Module - 1 | Brief Introduction To Python |
| Module - 2 | Exploratory Data Analysis |
| Module - 3 | Introduction to Machine Learning |
| Module- 4 | Machine Learning:Supervised Learning |
| Module- 5 | Machine Learning:Unsupervised Learning |
| Module - 6 | Ensemble Techniques-Bagging & Boosting |
| Module - 7 | Natural Language Processing |
| Module- 8 | Time Series Forecasting |
| Module - 9 | Introduction to Neural Networks and Deep Learning |
| Module -10 | Recommendation System |
| Module-11 | Introduction To Computer Vision Using Open CV |
| Module -12 | Introduction to Reinforcement Learning (RL) |
Course 3
AIMLF (Artificial Intelligence and Machine Learning Fundamental)
| Sl. No. | Chapter |
|---|---|
| Chapter - 1 | Introduction To AI |
| Chapter - 2 | Python for AI & Machine Learning |
| Chapter - 3 | Understanding AI Through Data |
| Chapter - 4 | What is Machine Learning? |
| Chapter - 5 | Machine Learning:Supervised Learning Basic Knowledge |
| Chapter - 6 | Machine Learning:UnSupervised Learning Basic Knowledge |
| Chapter - 7 | What is Neural Network? |
| Chapter - 8 | Reinforcemnt Learning |
| Chapter - 9 | Reinforcement Learning |
| Chapter - 10 | Time Series Forcasting |
| Chapter - 11 | Introduction To Open CV |
Course 5
Masters in Artificial Intelligence and Machine Learning
| Sl. No. | Chapter |
|---|---|
| Chapter - 1 | Python for AI & Machine Learning |
| Chapter - 2 | Understanding AI Through Data |
| Chapter - 3 | Statistical Learning |
| Chapter - 4 | Machine Learning:Supervised Learning |
| Chapter - 5 | Machine Learning: UnSupervised Learning) |
| Chapter - 6 | Ensemble techniques:Bagging,Boosting |
| Chapter - 7 | Text Mining and Sentimental Analysis |
| Chapter - 8 | Recommendation Systems |
| Chapter - 9 | Neural Network |
| Chapter - 10 | Natural Language Processing |
| Chapter - 11 | Reinforcement Learning |
| Chapter - 12 | Computer Vision(Open CV) |
| Chapter - 13 | Capstone project |