Developing Generative Ai Applications on Aws

Course Instructor: Anil Bidari

₹999.00 ₹25000.00 96% OFF

Course Overview

Schedule of Classes

Course Curriculum

13 Subjects

Linux Foundation

11 Learning Materials

Linux Foundation Learning Materials

Learn Linux Concepts Part 1

Video

00:06:09

FREE

Learn Linux Concepts Part 2

Video

00:07:01

FREE

Choose Linux Cloud Environment

Video

00:01:15

Create Linux vm on AWS Cloud

Video

00:05:05

Create Linux vm on AZURE Cloud

Video

00:05:43

Create Linux vm on GOOGLE Cloud

Video

00:03:02

Linux Directories

Video

00:04:32

Linux File Operations

Video

00:07:23

Linux Packages Part - 1

Video

00:04:13

Linux Packages Part - 2

Video

00:05:24

Linux Essential Commands

Video

00:06:08

Python Foundation

26 Learning Materials

Python Foundation Learning Materials

Resource Guide - Python

ZIP

Python Concepts Part - 1

Video

00:06:16

Python Concepts Part - 2

Video

00:03:49

Python Concepts Part - 3

Video

00:05:58

Python Concepts Part - 4

Video

00:08:26

Demo: Python Operators Part - 1

Video

00:08:04

Demo: Python Operators Part - 2

Video

00:06:32

Demo: Python Operators Assignment Answers

Video

00:02:48

Demo: Python Data Type Part 1

Video

00:06:00

Demo: Python Data Type Part - 2

Video

00:07:09

Demo: Python Data Types Assignment Answers

Video

00:02:25

Demo: Python List Part - 1

Video

00:06:09

Demo: Python List Part - 2

Video

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Demo: Python List Assignment Answers

Video

00:02:13

Demo: Python Tuples Part -1

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Demo: Python Tuples Part -2

Video

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Demo: Python Dictionary Part - 1

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Demo: Python Dictionary Part - 2

Video

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Demo: Python Dictionary Assignment Answers

Video

00:03:27

Demo: Python File Handling Part - 1

Video

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Demo: Python File Handling Part - 2

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Demo: Python Function Part - 1

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Demo: Python Function Part - 2

Video

00:07:52

Demo: Python Variables Part - 1

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00:04:38

Demo: Python Variables Part - 2

Video

00:05:37

Python Variables Assignment Answers

Video

00:02:08

ML Foundation

29 Learning Materials

Machine Learning Concepts

Define Machine Learning Part 1

Video

00:08:02

Define Machine Learning Part 2

Video

00:05:28

Supervised and Unsupervised Learning Part 1

Video

00:05:28

Supervised and Unsupervised Learning Part 2

Video

00:04:09

Reinforcement Learning

Video

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Difference Between ML Types

Video

00:07:32

Neural Networks

Video

00:03:57

Applications of Deep Learning

Video

00:02:10

ML Algorithms Linear Regression

Video

00:05:37

ML Algorithms Decision Trees

Video

00:03:48

ML Algorithms CNN

Video

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ML Algorithms RNN

Video

00:05:30

Summary of ML Algorithms

Video

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Data Prep and Cleaning

Video

00:03:59

Evaluating Machine Learning Models

Video

00:04:32

Ethics in Machine Learning

Video

00:01:57

Future of Machine Learning

Video

00:03:00

Resource Guides ML Lab

ZIP

Machine Learning Hands-on

Demo: Numpy Labs

Video

00:08:03

Demo: Pandas

Video

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Demo: Numpy and Pandas

Video

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Demo: Supervised Learning Part -1

Video

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Demo: Supervised Learning Part -2

Video

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Demo: Supervised Learning Part -3

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Demo: Supervised Learning Part -4

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Demo: Unsupervised Learning Part 1

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Demo: Unsupervised Learning Part 2

Video

00:09:10

Demo: Linear Regression Single Variable

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00:07:40

Demo: Linear Regression Multi Variable

Video

00:06:25

GenAI for Developers

17 Learning Materials

GenAI for Developer Learning Materials

GenAI Course Overview

Video

00:02:09

Define GenAI

Video

00:05:42

Demo: Generate Image and music in single prompt

Video

00:03:43

Applications of GenAI

Video

00:07:35

Demo: Generate Videos in Single Prompt

Video

00:04:31

Technologies Behind GenAI

Video

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Ethics and Legal in AI

Video

00:08:47

Demo: Generate ppt in 30 secs

Video

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Managing GenAI Projects

Video

00:08:20

Security in GenAI

Video

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Future of AI

Video

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Demo: Generate AI Voice in Single Prompt

Video

00:04:33

GenAI in Finance

Video

00:06:58

GenAI in Sales and Marketing

Video

00:06:24

GenAI in HR Management

Video

00:03:17

Demo: Generate AI Avatar Videos

Video

00:04:58

GenAI in Healthcare

Video

00:02:52

Prompt Engineering

8 Learning Materials

Prompt Engineering - Learning Materials

Resource Guide - Prompt Engineering

ZIP

Define Prompt Engineering

Video

00:06:48

Prompting Technique

Video

00:07:30

Behind the Scenes Prompt to Output

Video

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Demo: Prompt with ChatGPT - 3.5

Video

00:10:32

Demo: Prompt with ChatGPT - 4.0

Video

00:11:04

Demo: Prompt with Anthropic Claude

Video

00:14:47

Demo: Prompt with Google Gemini

Video

00:02:57

Natural Language Processing - NLP

15 Learning Materials

NLP Learning Materials

Resource Guide - NLP

ZIP

Introduction to NLP

Video

00:10:57

Applications of NLP

Video

00:05:50

Evolution of NLP Part -1

Video

00:05:17

Evolution of NLP Part -2

Video

00:07:05

Challenges in NLP

Video

00:11:11

NLP Tasks Part- 1

Video

00:07:55

NLP Tasks Part- 2

Video

00:06:40

NLP Tasks Part- 3

Video

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NLP Pipeline Part - 1

Video

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NLP Pipeline Part - 2

Video

00:06:21

NLP Tools and Libraries

Video

00:02:59

Demo: 1 Email Spam Filtering

Video

00:13:51

Demo: 2 Text Summarization

Video

00:07:22

Demo: 3 NLP Data Pre Processing

Video

00:07:45

Large Language Model LLM

11 Learning Materials

LLM Learning Materials

Resource Guide - LLM

ZIP

LLM Course Introduction

Video

00:02:04

Introduction to LLM

Video

00:06:53

Applications of LLM

Video

00:04:42

Custom and Finetune Model

Video

00:05:41

Multimodal LLM

Video

00:03:09

Demo: Access OpenAI Programmatically

Video

00:06:19

Demo: OpenAI LLM NLP Tasks

Video

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Demo: Access Anthropic Claude Programmatically

Video

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Demo: Claude LLM - NLP Tasks

Video

00:04:32

Demo: Fine Tune Bert LLM

Video

00:13:46

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

00:15:20

Demo: Develop PDF OpenAI Chat-bot

Video

00:07:20

Demo: Develop Text Audio OpenAi-bot

Video

00:11:00

Demo: A Handle Prerequisites

Video

00:09:05

Demo: B Website Chat-bot

Video

00:13:47

Demo: C Crawl Website

Video

00:09:05

Demo: D Telegram OpenAI-bot

Video

00:08:11

Hugging Face

3 Learning Materials

Hugging Face - Learning Materials

Resource Guide - Hugging Face

ZIP

Introduction to Hugging Face

Video

00:08:47

Demo: Hugging Face Task

Video

00:11:32

Langchain

7 Learning Materials

Langchain - Learning Material

Resource Guide - Langchain

ZIP

Introduction to LangChain Part - 1

Video

00:05:37

Introduction to LangChain Part - 2

Video

00:09:54

Demo: LangChain OpenAI

Video

00:06:22

Demo: LangChain Anthropic

Video

00:05:56

Demo: LangChain Google Search

Video

00:08:21

Demo: Langchain GPT 4o

Video

00:07:26

AWS Cloud Foundation

27 Learning Materials

AWS Services Overview

AWS Service Overview

Video

00:05:19

Demo: AWS Console

Video

00:03:09

AWS Compute Services

AWS Compute Services Overview

Video

00:08:49

Demo: Create EC2 Windows Server Part - 1

Video

00:05:30

Demo: Create EC2 Windows Server Part - 2

Video

00:05:33

Demo: Install Webserver on Windows

Video

00:05:32

Demo: Create Linux VM

Video

00:08:37

Demo: Deploy Web on Linux

Video

00:04:38

Demo: AWS Beanstalk

Video

00:04:16

AWS Storage Services

AWS Storage Services Overview Part 1

Video

00:05:03

AWS Storage Services Overview Part 2

Video

00:05:22

Demo: AWS EBS

Video

00:08:41

Demo: S3

Video

00:06:40

AWS Database Services

AWS Database Services Part 1

Video

00:04:52

AWS Database Services Part 2

Video

00:04:44

Demo: AWS RDS

Video

00:08:44

AWS Network Services

AWS Network Services Overview Part 1

Video

00:05:33

AWS Network Services Overview Part 2

Video

00:06:47

Demo: AWS VPC

Video

00:06:42

Demo: AWS Load Balancer Part 1

Video

00:06:16

Demo: AWS Load Balancer Part 2

Video

00:06:10

Demo: AWS Route 53

Video

00:04:02

AWS Security Services

AWS Security Services Overview

Video

00:06:44

Demo: AWS IAM User

Video

00:07:48

Demo: Create IAM Role

Video

00:03:07

Demo: Verify IAM Role

Video

00:04:11

AWS Keytake Away

A Key Take Aways

Video

00:03:42

Developing Generative Ai Apps on Aws

41 Learning Materials

Introduction to AWS Bedrock

Video

00:07:38

Demo: Bedrock Playground

Video

00:05:44

Use Cases of Bedrock

Video

00:04:23

Features of Bedrock

Video

00:03:43

Agents in Bedrock

Video

00:03:11

Security in Bedrock

Video

00:03:32

Pricing of Bedrock

Video

00:07:09

Customer case studies

Video

00:03:47

Demo: Get Started with Bedrock

Source Guide - AWS bedrock

ZIP

Ways to Access Bedrock

Video

00:02:07

Demo: IAM Role and Sagemaker

Video

00:04:44

Demo: Acces Bedrock via Sagemaker

Video

00:03:56

Demo: Access Bedrock via Google Collab

Video

00:06:07

Demo: Access Bedrock via Laptop

Video

00:03:44

Demo: Access All Bedrock LLM Models

Resource Guide - Access Bedrock Models

ZIP

Demo: Access Titan LLM Bedrock

Video

00:08:17

Demo: Access Anthropic LLM Bedrock

Video

00:06:32

Demo: Access Diffusion LLM Bedrock

Video

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Demo: Access Llama2 Bedrock

Video

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Demo: Access Jurassic 2 LLM Bedrock

Video

00:07:32

Demo: Access Mistral AI Bedrock

Video

00:06:13

Demo: Access Titan image Bedrock

Video

00:07:25

Demo: AWS Bedrock NLP tasks

Resource Guide - NLP tasks in Bedrock

ZIP

Demo: AWS Bedrock NLP Tasks

Video

00:11:26

Demo: Developing Bedrock Bots

Resource Guide - Developing Bedrock Bots

ZIP

Demo: Develop Web Chatbot Bedrock Part - 1

Video

00:06:37

Demo: Develop WebApp for Web Chatbot Part -2

Video

00:05:40

Demo: Develop Bedrock Pdf Chatbot

Video

00:11:00

Demo: Bedrock Telegram Bot

Video

00:11:59

Demo: Bedrock Text to Voice Bot

Video

00:12:32

Demo: Langchain Bedrock

Resource Guide -Langchain-bedrock

ZIP

Demo: Langchain Bedrock

Video

00:06:04

Demo: Bedrock Knowledgebase-Private GPT

Demo: Bedrock Knowledgebase Private GPT

Video

00:07:24

Demo: Chat with Anyfile Using Bedrock Console

Video

00:03:00

Demo: Bedrock Security

Resource Guide - Bedrock Security

ZIP

Demo: Bedrock Knowledge base Travel Company

Video

00:07:23

Demo: Bedrock Guardrail Travel Company

Video

00:09:06

Demo: Bedrock Agents

Video

00:07:59

Demo: Bedrock Logging

Demo: Bedrock-Logging

Video

00:06:41

Demo: Build Your own Bedrock Playground

Resource Guide- Build Your own Bedrock playground

ZIP

Demo: Develop Bedrock Playground

Video

00:11:39

AWS AI Practitioner Exam Prep

82 Learning Materials

AWS AI Practitioner Exam Prep

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Course Instructor

Anil Bidari

60 Courses • 1219 Students