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Developing Generative Ai Applications on Aws

Course Instructor Anil Bidari

₹25000.00

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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

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

Developing Generative AI Applications

8 Learning Materials

Developing Generative AI Applications - Learning Materials

Resource Guide - Developing Generative AI Applications

ZIP

Demo: Develop OpenAI Chat-bot

Video
15:20

Demo: Develop PDF OpenAI Chat-bot

Video
7:20

Demo: Develop Text Audio OpenAi-bot

Video
11:00

Demo: A Handle Prerequisites

Video
9:5

Demo: B Website Chat-bot

Video
13:47

Demo: C Crawl Website

Video
9:5

Demo: D Telegram OpenAI-bot

Video
8:11

Hugging Face

3 Learning Materials

Hugging Face - Learning Materials

Resource Guide - Hugging Face

ZIP

Introduction to Hugging Face

Video
8:47

Demo: Hugging Face Task

Video
11:32

Langchain

7 Learning Materials

Langchain - Learning Material

Resource Guide - Langchain

ZIP

Introduction to LangChain Part - 1

Video
5:37

Introduction to LangChain Part - 2

Video
9:54

Demo: LangChain OpenAI

Video
6:22

Demo: LangChain Anthropic

Video
5:56

Demo: LangChain Google Search

Video
8:21

Demo: Langchain GPT 4o

Video
7:26

AWS Cloud Foundation

27 Learning Materials

AWS Services Overview

AWS Service Overview

Video
5:19

Demo: AWS Console

Video
3:9

AWS Compute Services

AWS Compute Services Overview

Video
8:49

Demo: Create EC2 Windows Server Part - 1

Video
5:30

Demo: Create EC2 Windows Server Part - 2

Video
5:33

Demo: Install Webserver on Windows

Video
5:32

Demo: Create Linux VM

Video
8:37

Demo: Deploy Web on Linux

Video
4:38

Demo: AWS Beanstalk

Video
4:16

AWS Storage Services

AWS Storage Services Overview Part 1

Video
5:3

AWS Storage Services Overview Part 2

Video
5:22

Demo: AWS EBS

Video
8:41

Demo: S3

Video
6:40

AWS Database Services

AWS Database Services Part 1

Video
4:52

AWS Database Services Part 2

Video
4:44

Demo: AWS RDS

Video
8:44

AWS Network Services

AWS Network Services Overview Part 1

Video
5:33

AWS Network Services Overview Part 2

Video
6:47

Demo: AWS VPC

Video
6:42

Demo: AWS Load Balancer Part 1

Video
6:16

Demo: AWS Load Balancer Part 2

Video
6:10

Demo: AWS Route 53

Video
4:2

AWS Security Services

AWS Security Services Overview

Video
6:44

Demo: AWS IAM User

Video
7:48

Demo: Create IAM Role

Video
3:7

Demo: Verify IAM Role

Video
4:11

AWS Keytake Away

A Key Take Aways

Video
3:42

Developing Generative Ai Apps on Aws

41 Learning Materials

Introduction to AWS Bedrock

Introduction to AWS Bedrock

Video
7:38

Demo: Bedrock Playground

Video
5:44

Use Cases of Bedrock

Video
4:23

Features of Bedrock

Video
3:43

Agents in Bedrock

Video
3:11

Security in Bedrock

Video
3:32

Pricing of Bedrock

Video
7:9

Customer case studies

Video
3:47

Demo: Get Started with Bedrock

Source Guide - AWS bedrock

ZIP

Ways to Access Bedrock

Video
2:7

Demo: IAM Role and Sagemaker

Video
4:44

Demo: Acces Bedrock via Sagemaker

Video
3:56

Demo: Access Bedrock via Google Collab

Video
6:7

Demo: Access Bedrock via Laptop

Video
3:44

Demo: Access All Bedrock LLM Models

Resource Guide - Access Bedrock Models

ZIP

Demo: Access Titan LLM Bedrock

Video
8:17

Demo: Access Anthropic LLM Bedrock

Video
6:32

Demo: Access Diffusion LLM Bedrock

Video
6:10

Demo: Access Llama2 Bedrock

Video
7:3

Demo: Access Jurassic 2 LLM Bedrock

Video
7:32

Demo: Access Mistral AI Bedrock

Video
6:13

Demo: Access Titan image Bedrock

Video
7:25

Demo: AWS Bedrock NLP tasks

Resource Guide - NLP tasks in Bedrock

ZIP

Demo: AWS Bedrock NLP Tasks

Video
11:26

Demo: Developing Bedrock Bots

Resource Guide - Developing Bedrock Bots

ZIP

Demo: Develop Web Chatbot Bedrock Part - 1

Video
6:37

Demo: Develop WebApp for Web Chatbot Part -2

Video
5:40

Demo: Develop Bedrock Pdf Chatbot

Video
11:00

Demo: Bedrock Telegram Bot

Video
11:59

Demo: Bedrock Text to Voice Bot

Video
12:32

Demo: Langchain Bedrock

Resource Guide -Langchain-bedrock

ZIP

Demo: Langchain Bedrock

Video
6:4

Demo: Bedrock Knowledgebase-Private GPT

Demo: Bedrock Knowledgebase Private GPT

Video
7:24

Demo: Chat with Anyfile Using Bedrock Console

Video
3:00

Demo: Bedrock Security

Resource Guide - Bedrock Security

ZIP

Demo: Bedrock Knowledge base Travel Company

Video
7:23

Demo: Bedrock Guardrail Travel Company

Video
9:6

Demo: Bedrock Agents

Demo: Bedrock Agents

Video
7:59

Demo: Bedrock Logging

Demo: Bedrock-Logging

Video
6:41

Demo: Build Your own Bedrock Playground

Resource Guide- Build Your own Bedrock playground

ZIP

Demo: Develop Bedrock Playground

Video
11:39

AWS AI Practitioner Exam Prep

82 Learning Materials

AWS AI Practitioner Exam Prep

1

Video
051

2

Video
045

3

Video
046

4

Video
1:6

5

Video
050

6

Video
055

7

Video
035

8

Video
1:5

9

Video
037

10

Video
048

11

Video
1:3

12

Video
058

13

Video
052

14