Artificial Intelligence- Machine Learning and its Applications
Course Information
- Course Price Rs.5000/-
- Course Duration 50 hours
Description
Artificial Intelligence is the fore-front of all computing functionalites and automation concepts.
In this workshop, basics of Python Programming Language which is the tool for building all AI applications will be dealt. Concepts such as learning, classification and regressions wil be discussed in detail.
Real world datasets and problems will be solved using Machine Learning. Applications of Machine Learning and its applications like Computer Vision and Natural Language Processing will be also covered.
Capstone projects related to Each domain will be covered.
Hackathon competition will be conducted and innovative projects will be rewarded.
Course Outline
| Topics Covered |
|---|
| 1. Artificial Intelligence and its domains |
| 2. Machine Learning Concepts |
| 3. Python Programming Fundamentals |
| 4. Machine Learning Algorithms- Linear Regression, Logistic Regression, K nearest neighbors |
| 5. Computer Vision based Projects |
| 6. NLP based Projects |
