Artificial intelligence is broad and fast growing sub-field of computer science concerned with the intelligence demonstrated by machines, in contrast to the intelligence displayed by humans. This course covers all the foundation skills necessary to start the Artificial Intelligence and its implementation in Python.
Eligibility
BE/B.Tech (Any Branch), 3 year Diploma , BCA, MCA, 10+2 with knowledge of programming Language or equivalent
Duration :: 2 Months
- Brief Introduction of AI & ML, Classifications and Differences.
- Introduction to Python and its various libraries
- Basics Data Types, Conditional Statements
- Control Structure
- String
- List
- Dictionary, Set
- Function
- File Handling
- Introduction OOPS features
- Oops Programming in Python
- Module and Packages Exception Handling
- Regular Expression
- Introduction to SQL & Database Connectivity with Python
- Introduction to GUI Programming
- Python Menu and its programming
- Database connectivity with GUI
- GUI Application -Case study
- Introduction to Wikipedia, OS, GTTS etc
- Introduction to Speech Recognition and programming
- Numpy
- Panda
- Matplotlib
- Preprocessing steps
- Machine Learning (Regression)
- Machine Learning (Classification)
- Machine Learning (Clustering & Association)
- Deep Learning- Introduction
- Deep Learning-Case study
- Natural Language Processing- Introduction
- Natural Language Processing- Case Study