Master AWS Generative AI: Top Courses for Amazon Bedrock & CodeWhisperer

AWS GenAI Courses

With a broad array of GenAI tools available in AWS, it's essential to undergo training to fully understand and utilize these tools effectively. Here are some of the best online courses to help you get started, especially focusing on the latest tools: Amazon Bedrock and Amazon CodeWhisperer.

1. Introducing Generative AI With AWS

• Platform: Udacity

• Level: Beginner

• Duration: 4 weeks

• Price: $249/month

• Description: This course provides an overview of the evolution of AI and the fundamentals of AI, ML, and LLM. It also covers real-world applications of GenAI and culminates in building a domain expert model with SageMaker. You will gain skills in GenAI fluency, basic supervised ML, prompt engineering, and convolutional neural networks. The only prerequisite is basic knowledge of Python.

2. Generative AI with Large Language Models

• Platform: Coursera

• Level: Intermediate

• Duration: 16 hours, spread over 3 weeks (5 hours/week)

• Price: $49

• Description: This course starts with GenAI use cases, project lifecycle, and model pre-training. In the second week, it covers fine-tuning and evaluating LLMs. The final week focuses on reinforcement learning and LLM-powered applications. Prerequisites include basic knowledge of Python and ML, such as supervised and unsupervised learning, loss functions, and data splitting into training, validation, and test datasets.

3. Developing Generative AI Applications on AWS

• Platform: AWS Digital Classroom

• Level: Expert

• Duration: 2 days

• Price: $449/year (annual subscription)

• Description: This course offers an overview of GenAI, covering project planning, prompt creation, and building AI applications using Amazon Bedrock and LangChain. It is recommended to complete the AWS Technical Essentials course beforehand and to have intermediate-level Python skills.

4. Amazon Bedrock & AWS Generative AI - Beginner to Advanced

• Platform: Udemy

• Level: Beginner to Advanced

• Duration: 11 hours of lectures

• Price: $17.99 (sale price), $54.99 (full price)

• Description: This course is ideal for those who need a comprehensive learning path from beginner to advanced levels in GenAI. It starts with basic concepts of AI, ML, neural networks, GenAI, and foundation models. It then delves into Amazon Bedrock, covering six practical use cases in media, text summarization, chatbot development, HR Q&A, serverless e-learning apps, and retail banking. It also includes sections on GenAI project phases and generating code with CodeWhisperer. No prior knowledge is required.

5. Complete AWS Bedrock Generative AI Course + Projects

• Platform: Udemy

• Level: Intermediate

• Duration: 3.5 hours of lectures

• Price: $17.99 (sale price), $94.99 (full price)

• Description: This course focuses on using Amazon Bedrock in various projects such as code generation, meeting note summarization, image creation using diffusion models, and LLM performance evaluation. Basic Python knowledge is required.

6. Amazon Bedrock Masterclass: The Ultimate Generative AI Guide

• Platform: Udemy

• Level: Intermediate

• Duration: 4 hours of lectures

• Price: $17.99 (sale price), $79.99 (full price)

• Description: This masterclass explores the capabilities of Bedrock, including working with Claude 3 Sonnet, Bedrock API (using Mistral), and building Generative AI applications. Prerequisites include basic Python and foundational understanding of AI and ML concepts.

7. Getting Started with Amazon CodeWhisperer

• Platform: Cloud Academy

• Level: Beginner

• Duration: 2.5 hours

• Price: Free (7-day trial) or $39/month

• Description: This course introduces Amazon CodeWhisperer, covering how to enhance IDE development with Amazon Q Developer, perform security scans, support IaC, customize, and integrate with command-line tools. The practical section involves working with AWS CodeWhisperer, Cloud9, and Lambda. Familiarity with AWS Cloud9, AWS Lambda, Python, and JavaScript is recommended.

8. Amazon SageMaker Studio for Data Scientists

• Platform: Amazon

• Level: Advanced

• Duration: 3 days

• Price: $2,025

• Description: Delivered by AWS experts, this course teaches how to set up and navigate SageMaker, data processing, model development, deployment, inference, monitoring, and managing SageMaker resources. Prerequisites include at least 1 year of ML experience, knowledge of ML frameworks, Python, and model building, training, tuning, and deployment. The AWS Technical Essentials course is recommended, and those with less experience should consider the Machine Learning Pipeline on AWS and Deep Learning on AWS courses.

Conclusion

These eight courses offer comprehensive training in generative AI and its application within AWS. They range in price and depth, from affordable options to more premium, in-depth courses. Many focus on the latest AWS GenAI tools, Bedrock and CodeWhisperer, enabling you to stay current with cutting-edge technology.