AWS Certified AI Practitioner AIF-C01 [Beginner to Advanced]

Focused View

Rahul Trisal

7:27:29

0 View

1. Introduction

1. Course Outline.mp4

03:55

2.1 AWS Certified AI Practitioner AIF-C01 v1.0 06 Aug2024.pdf

2. Tips to Optimize Learning & Download Course Content Slides.mp4

03:02

2. Fundamentals Concepts of Artificial Intelligence and Machine Learning

1. Section Overview - Fundamentals of AI-ML.mp4

00:27

2. Artificial Intelligence - Overview.mp4

04:44

3. Machine Learning - Overview and Use Cases.mp4

08:01

4. Deep Learning and Neural Networks.mp4

09:14

5. Overview of Artificial Intelligence Landscape - Mental Map.mp4

06:15

6. Computer Vision and Convolutional Neural Network.mp4

12:29

7. Computer Vision - Capabilities and Use Cases.mp4

05:50

8. AWS AI Service (Computer Vision) - Amazon Rekognition (HandsOn).mp4

06:23

9. Natural Language Processing - Overview and Use Cases.mp4

02:20

10. AWS AI Service (Natural Language Processing) - Amazon Lex (HandsOn).mp4

11:37

11. Knowledge Check - 1.html

3. Fundamentals of Generative AI

1. Section Overview.mp4

01:04

2. What is Generative AI.mp4

04:35

3. How Generative AI works 1 - Prompt, Completion and Infererences.mp4

06:52

4. How Generative AI works 2 - Tokens, Parameters, Temperature, Open Source Models.mp4

11:54

5. Generative AI Use Cases.mp4

07:51

6. Foundation Model Types - LLMs, Multimodal, Diffusion Models.mp4

05:45

7. Foundation Model - Inference Parameters.mp4

15:56

8. Vectors, Embeddings and Vector DB.mp4

15:11

9. Vectors, Embeddings and Vector DB (HandsOn).mp4

08:31

10. Retrieval Augumented Generation (RAG) - Overview.mp4

09:22

11. Retrieval Augumented Generation (HandsOn).mp4

03:23

12. Knowledge Check - 2.html

4. AWS Generative AI Services

1. AWS Generative AI Services.mp4

07:09

2. AWS GenAI Service - Amazon Q Business.mp4

06:38

3. AWS GenAI Service - Amazon Q Business(HandsOn).mp4

25:56

4. AWS GenAI Service - Amazon Q Developer.mp4

01:45

5. AWS GenAI Service - Amazon Q Developer (HandsOn).mp4

12:41

6. AWS GenAI Service - Amazon Bedrock Overview.mp4

12:42

7. AWS GenAI Service - Amazon Bedrock (HandsOn).mp4

05:53

8. AWS GenAI Service - PartyRock (HandsOn).mp4

07:03

9. AWS GenAI Service - Sagemaker Jumpstart.mp4

06:15

10. AWS GenAI Service - Tranium and Inferentia.mp4

07:24

11. AWS GenAI Service - Tranium and Inferentia (HandsOn).mp4

02:40

12. Knowledge Check -3.html

5. Application of Generative AI

1. Section Overview.mp4

00:53

2. Advanced Concepts - Bedrock Knowledge Bases.mp4

08:43

3. Advanced Concepts - Bedrock Knowledge Bases (HandsOn).mp4

10:54

4. Advanced Concepts - Bedrock Agents (HandsOn).mp4

12:29

5. Advanced Concepts - Bedrock Agents - Architecture.mp4

13:10

6. Advanced Concepts - Bedrock Guardrails.mp4

02:50

7. Knowledge Check - 3.html

6. GenAI Lifecycle - Prompt Engineering, Foundation Model Selection, Fine Tuning

1. Generative AI Lifecycle.mp4

05:02

2. Phase 1 - Use Case Selection.mp4

07:12

3. Phase 2 - Foundation Model Selection.mp4

11:40

4. Phase 2 - Foundation Model Evaluation Criteria - HandsOn.mp4

11:13

5. Phase 3 - Prompt Engineering - Part 1.mp4

13:23

6. Phase 3 - Prompt Engineering - Part 2.mp4

04:34

7. Phase 3 - Model Fine Tuning.mp4

03:46

8. Phase 3 - Model Fine Tuning HandsOn.mp4

10:59

7. Responsible AI and Security

1. What is Responsible AI & Guiding principles.mp4

13:49

2. Bedrock Foundation Model Evaluator.mp4

10:55

3. Bedrock Guardrails.mp4

07:31

4. Amazon Sagemaker Clarify.mp4

09:46

5. Amazon Model Monitor.mp4

07:16

8. AWS AI-ML Services

1. Section Overview - AWS AI-ML Services.mp4

00:51

2. AWS AI Service - Amazon Polly.mp4

04:43

3. AWS AI Service - Amazon Translate.mp4

05:05

4. AWS AI Service - Amazon Transcribe.mp4

02:59

5. AWS AI Service - Amazon Comprehend.mp4

06:59

Description

What You'll Learn?

Pass the AWS Certified AI Practitioner AIF-C01
Detailed explanation and demos on key AWS GenAI Services- Amazon Q Business, Amazon Q Developer, Amazon Bedrock, Sagemaker Jumpstart, EC2 Inferentia, PartyRock
20+ Quiz Questions at end of each section to test the learning of key concepts with detailed explanations
2 Practice Test
200+ Slides on various course course topics
Application of GenAI - Bedrock Knowledge Bases, Agents and Guard Rails
Learn about GenAI Application Lifecycle - Use Case Identification, Prompt Engineering, Foundation Model Selection, Fine Tuning
Learn about basics of Generative AI - Prompt, Inference, Completion, RAG, LLM's, Parameters, Tokens, Vectors, Embeddings and much more
Responsible AI
Basics of AI-ML - Neural Networks, CNN, NLP, Computer Vision
AWS AI-ML Services - Amazon Rekognition, Amazon Polly, Amazon Lex, Amazon Transcribe, Amazon Translate
This a Game Changer course which will not help you pass the exam but help you understand the Real World implementation scenarios for GenAI
Try out the course and I promise you will not be disappointed. Comes with A 30 Day "No questions Asked" Money Back Guarantee! if you donot like the course

Who is this for?

Anyone looking to learn AWS Generative AI (from Beginner to Advanced) and pass the AWS Certified AI Practitioner AIF-C01

What You Need to Know?

No prior AI-ML or Generative Experience or coding experience required

More details

Description
Welcome to the most comprehensive course on AWS Generative AI and Machine Learning from a practicing AWS GenAI Architect with real world experience in building Enterprise Generative AIÂ Applications.
Please note: AWS released the exam guide of the beta version of the exam on 14/08/20204. The course will be updated to reflect the latest changes soon.
This course has been structured in a way that starts from absolute basics on AI, ML, Generative AI and gradually builds on to show you how to build enterprise grade applications.
This course will help you :
Pass the AWS Certified AI Practitioner AIF-C01
Explain in detail with Hands-On demo of all the AWS Generative AI Services and usage in Enterprise Scenario
Learn all the basic concepts of Generative AI, AI-ML
Hands-On and Quizzes in each section
23+ Quiz Questions at end of each section to test the learning of key concepts with detailed explanations
1 Practice Test
200+ Slides on various course topics
Instructor :
My name is Rahul Trisal and I am one the best selling instructors on AWS in Udemy with multiple courses on GenerativeAI, AWS Lambda, AWS CDK and AWS Cloudformation.
I am a practicing GenAI Solution Architect and my recent Udemy Course on Generative AI and Amazon Bedrock has almost 8000+ students, 1000+ Reviews and 1.5 Million viewing mins.

Here is a detailed list of topics covered as part of course :
Learn Fundamental Concepts of AI and ML - ML, Deep Learing,Neural Networks, CNN, Computer Vision, NLP
Fundamental Concepts of Generative AIs - LLM's, Diffusion Model, Multi-Â Modal, RAG, vectors, Embeddings
Deep dive into AWS GenAI Services - Amazon Q, AmazonÂ Bedrock, Amazon Sagemaker Jumpstart, AWS Tranium, AWS Inferentia, AWS PartyRock
Application of Generative AI - Bedrock Agents, Bedrock Knowledge Bases, Bedrock Guardrails
GenAI Application Lifecycle - Use Case Selection, Prompt Engineering, Foundation Model Selection, Fine Tuning
Responsible AI & Security
AWS AI-ML Services

No prior AI-ML or Generative Experience or coding experience required
Try out the course and I promise you will not be disappointed.
Comes with A 30 Day "No questions Asked" Money Back Guarantee! from Udemy,Â if you donot like the course
This course also comes with:
9+ hours of video training
20+ Quiz questions to test your concepts
1 Practice Test (15 Q's)
Udemy Certificate of Completion
A 30 Day "No Questions Asked" Money Back Guarantee!
Lifetime access to all future updates
Who this course is for:
Anyone looking to learn AWS Generative AI (from Beginner to Advanced) and pass the AWS Certified AI Practitioner AIF-C01

User Reviews

Rating

average 0

Total votes0

Focused display

Amazon AWS

Rahul Trisal

Instructor's Courses

Rahul Trisal is a Senior Consultant with more than 15 years’ experience focused on AWS Cloud Strategy, Architecture and Migration. Hands-On experience with Large Scale Data Center Migration to Cloud (200+ applications).Key AWS Services Expertise – Hands on expertise with CloudFormation (YAML), EC2, S3, FSx, EFS, AWS Transfer Family, CloudWatch, Data Sync, Lambda, ELB, Autoscaling, FCI Cluster (SQL DB), Route 53, SSM Automation, Kinesis Data Streams and Firehose, AWS Lambda, Python, Auto Scaling, Auto Healing strategies and many other services.Key Applications Migrated to AWS – Business Apps - Three tier Web Apps, ERP, File Share apps, Infrastructure Apps - DNS application, ControlM, SFTP, Monitoring AppsCreate and post content on AWS Careers, Architecture and Certification on – Udemy Course , my AWS YouTube channel and LinkedIn and conduct in-house trainingsPreviously worked in USA, UK, Africa and Latin America geographies for 10 years (2011- Nov 2019) as Consultant in various roles.Certifications: Cloud: 6X Certified- AWS Certified Solution Architect - Professional- AWS Certified Solution Architect - Associate- AWS SysOps Certified - Associate- IBM Bluemix Cloud Architect- AWS Cloud Practioner- Azure FundamentalAgile: o SAFe Program Consultant (SPC 5.0)o Certified Product Owner (SAFe PO/PM)o Certified Scrum Master (PSM-1)

Udemy

View courses Udemy

Students take courses primarily to improve job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.