SHORT TERM COURSE on Artificial Intelligence Machine Learning & Deep Learning using Python for Beginners
SHORT TERM COURSE on Artificial Intelligence Machine Learning & Deep Learning using Python for Beginners
Dates for Course: 15th November 2021- 24th November 2021
Course Content
Introduction: Getting Started, Keywords and Identifiers,Python Operators, Python Namespace,Python I/O and import, Statements
& Comments,Python Variables, Python Datatypes, Python Type Conversion, Python Flow Control: Python if…else, Python for Loop, Python while LoopPython break and continue, Python Pass
Python Functions: Python Functions, Function Argument,Python RecursionAnonymous Function,Global, Local and Nonlocal,Python
Global Keyword,Python Modules,Python Package.
Python Files: Python File Operation, Python Directory, Python ExceptionPython Exception Handling, Python User-defined
Exception
Python Object & Class:– Python OOP,Python Class, Python Inheritance, Python Operator Overloading.
Python Advanced Topics:-PythonIterator, Python Generator, Python Closure, Python Decorators,Python Property,Python Reg
Ex,Python Example.ANN,Back Propagation, RNN,Types of RNN, Deep RNN and Bidirectional LSTM.
Softwares: Jupiter Notebooks, Anaconda, Tensorflow,CUDA.
Packages: Pandas, Numpy, and Matplotlib.
Artificial Learning: Artificial Narrow Intelligence, Artificial General Intelligence, Artificial super Intelligence, Challeges and opportunities in Artificial Intelligence.
Machine Learning: Supervised, Un Supervised, ReinForcement learning. Challeges and opportunities in Macchine Learning.
Supervised: Regression, Classification.
Un- Supervised: Clustering, Association.
Deep Learning: Conventional Neural Networks, Recursive Neural Networks, Generative adversarial networks, Deep Natural language Processing. Real-time Projects and Case studies will be discussed course
Objectives:-
Upon the completion of the STC the participants/trainee can understand/Gain knowledge in solving the real-world problems in AI, ML and DL.
Resource Persons:-
The Sessions will be handled by experts From IITs/NITs/Cental universities/Software Industry. Day wise Recordings will be provided .
E-Certificate: Participants will get an e-certificate upon completion of the STC course.
