Developing Generative Ai Applications on Aws

Course Instructor Anil Bidari

₹25000.00

Course Overview

Schedule of Classes

Course Curriculum

13 Subjects

Linux Foundation

11 Learning Materials

Linux Foundation Learning Materials

Learn Linux Concepts Part 1

Video

6:9

FREE

Learn Linux Concepts Part 2

Video

7:1

FREE

Choose Linux Cloud Environment

Video

1:15

Create Linux vm on AWS Cloud

Video

5:5

Create Linux vm on AZURE Cloud

Video

5:43

Create Linux vm on GOOGLE Cloud

Video

3:2

Linux Directories

Video

4:32

Linux File Operations

Video

7:23

Linux Packages Part - 1

Video

4:13

Linux Packages Part - 2

Video

5:24

Linux Essential Commands

Video

6:8

Python Foundation

26 Learning Materials

Python Foundation Learning Materials

Resource Guide - Python

ZIP

Python Concepts Part - 1

Video

6:16

Python Concepts Part - 2

Video

3:49

Python Concepts Part - 3

Video

5:58

Python Concepts Part - 4

Video

8:26

Demo: Python Operators Part - 1

Video

8:4

Demo: Python Operators Part - 2

Video

6:32

Demo: Python Operators Assignment Answers

Video

2:48

Demo: Python Data Type Part 1

Video

6:00

Demo: Python Data Type Part - 2

Video

7:9

Demo: Python Data Types Assignment Answers

Video

2:25

Demo: Python List Part - 1

Video

6:9

Demo: Python List Part - 2

Video

6:29

Demo: Python List Assignment Answers

Video

2:13

Demo: Python Tuples Part -1

Video

5:39

Demo: Python Tuples Part -2

Video

5:42

Demo: Python Dictionary Part - 1

Video

8:55

Demo: Python Dictionary Part - 2

Video

9:15

Demo: Python Dictionary Assignment Answers

Video

3:27

Demo: Python File Handling Part - 1

Video

8:17

Demo: Python File Handling Part - 2

Video

7:9

Demo: Python Function Part - 1

Video

7:26

Demo: Python Function Part - 2

Video

7:52

Demo: Python Variables Part - 1

Video

4:38

Demo: Python Variables Part - 2

Video

5:37

Python Variables Assignment Answers

Video

2:8

ML Foundation

29 Learning Materials

Machine Learning Concepts

Define Machine Learning Part 1

Video

8:2

Define Machine Learning Part 2

Video

5:28

Supervised and Unsupervised Learning Part 1

Video

5:28

Supervised and Unsupervised Learning Part 2

Video

4:9

Reinforcement Learning

Video

4:11

Difference Between ML Types

Video

7:32

Neural Networks

Video

3:57

Applications of Deep Learning

Video

2:10

ML Algorithms Linear Regression

Video

5:37

ML Algorithms Decision Trees

Video

3:48

ML Algorithms CNN

Video

5:6

ML Algorithms RNN

Video

5:30

Summary of ML Algorithms

Video

3:7

Data Prep and Cleaning

Video

3:59

Evaluating Machine Learning Models

Video

4:32

Ethics in Machine Learning

Video

1:57

Future of Machine Learning

Video

3:00

Resource Guides ML Lab

ZIP

Machine Learning Hands-on

Demo: Numpy Labs

Video

8:3

Demo: Pandas

Video

8:34

Demo: Numpy and Pandas

Video

3:57

Demo: Supervised Learning Part -1

Video

8:48

Demo: Supervised Learning Part -2

Video

6:24

Demo: Supervised Learning Part -3

Video

2:39

Demo: Supervised Learning Part -4

Video

4:39

Demo: Unsupervised Learning Part 1

Video

5:21

Demo: Unsupervised Learning Part 2

Video

9:10

Demo: Linear Regression Single Variable

Video

7:40

Demo: Linear Regression Multi Variable

Video

6:25

GenAI for Developers

17 Learning Materials

GenAI for Developer Learning Materials

GenAI Course Overview

Video

2:9

Define GenAI

Video

5:42

Demo: Generate Image and music in single prompt

Video

3:43

Applications of GenAI

Video

7:35

Demo: Generate Videos in Single Prompt

Video

4:31

Technologies Behind GenAI

Video

4:18

Ethics and Legal in AI

Video

8:47

Demo: Generate ppt in 30 secs

Video

5:26

Managing GenAI Projects

Video

8:20

Security in GenAI

Video

4:8

Future of AI

Video

4:20

Demo: Generate AI Voice in Single Prompt

Video

4:33

GenAI in Finance

Video

6:58

GenAI in Sales and Marketing

Video

6:24

GenAI in HR Management

Video

3:17

Demo: Generate AI Avatar Videos

Video

4:58

GenAI in Healthcare

Video

2:52

Prompt Engineering

8 Learning Materials

Prompt Engineering - Learning Materials

Resource Guide - Prompt Engineering

ZIP

Define Prompt Engineering

Video

6:48

Prompting Technique

Video

7:30

Behind the Scenes Prompt to Output

Video

3:31

Demo: Prompt with ChatGPT - 3.5

Video

10:32

Demo: Prompt with ChatGPT - 4.0

Video

11:4

Demo: Prompt with Anthropic Claude

Video

14:47

Demo: Prompt with Google Gemini

Video

2:57

Natural Language Processing - NLP

15 Learning Materials

NLP Learning Materials

Resource Guide - NLP

ZIP

Introduction to NLP

Video

10:57

Applications of NLP

Video

5:50

Evolution of NLP Part -1

Video

5:17

Evolution of NLP Part -2

Video

7:5

Challenges in NLP

Video

11:11

NLP Tasks Part- 1

Video

7:55

NLP Tasks Part- 2

Video

6:40

NLP Tasks Part- 3

Video

7:46

NLP Pipeline Part - 1

Video

5:37

NLP Pipeline Part - 2

Video

6:21

NLP Tools and Libraries

Video

2:59

Demo: 1 Email Spam Filtering

Video

13:51

Demo: 2 Text Summarization

Video

7:22

Demo: 3 NLP Data Pre Processing

Video

7:45

Large Language Model LLM

11 Learning Materials

LLM Learning Materials

Resource Guide - LLM

ZIP

LLM Course Introduction

Video

2:4

Introduction to LLM

Video

6:53

Applications of LLM

Video

4:42

Custom and Finetune Model

Video

5:41

Multimodal LLM

Video

3:9

Demo: Access OpenAI Programmatically

Video

6:19

Demo: OpenAI LLM NLP Tasks

Video

5:41

Demo: Access Anthropic Claude Programmatically

Video

5:4

Demo: Claude LLM - NLP Tasks

Video

4:32

Demo: Fine Tune Bert LLM

Video

13:46