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Coding using generative AI
Coding using generative AI
Welcome (0:21)
Agenda (3:58)
Section - 1
Module 1 (0:14)
What is coding? (0:55)
Programming vs coding (0:53)
AI coding (1:15)
AI in brief (1:41)
Summary - module -1 (0:19)
Quiz-1
Section - 2
Module-2 (0:20)
Introduction to LLMs (2:28)
Types of LLMs (2:11)
Applications of LLMs (1:13)
Life cycle of LLMs (1:07)
Work flow of LLMs (3:48)
Summary - Module -2 (1:03)
Quiz-2
Section - 3
Module-3 (0:21)
Programming Languages (0:45)
What is Python (0:52)
Python Fundamentals (3:55)
Python Fundamentals 2 (2:53)
Python Libraries for AI (0:57)
Syntax and Semantics (1:37)
Summary - Module -3 (0:57)
Quiz-3
Section - 4
Module-4 (0:34)
Neural Networks
Structure and Worflow (3:09)
Types of Neural Networks and Backpropagation (3:21)
Activation Functions and Specs of a Neural network (5:19)
Transformer Models (2:47)
Summary - module -4 (1:11)
Quiz-4
Section - 5
Module-5 (0:32)
Prompt engineering (1:09)
Best practices and techniques (4:34)
Practical ways to apply techniques (1:27)
Practical Examples (1:56)
Coding examples (2:56)
Summary - Module -5 (0:50)
Quiz-5
Section - 6
Module-6 (0:11)
Practicals and Application (6:12)
Quiz-1
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