Why enroll for AWS Generative AI Certification Training Course?
Generative AI is poised to reach a market value of $15.7 trillion by 2030, propelling a 26% increase in global GDP. - AWS
AWS posted a 13% growth in revenue in the 4th quarter of 2023 buoyed by high demand for Gen AI related services.
According to Glassdoor, the average salary for Generative AI Engineer is $1,39,094 per year in the United States.
Generative AI on AWS Course Benefits
According to CIO, Amazon Web Services (AWS), the cloud computing arm of Amazon, posted a 13% growth in revenue in the fourth quarter of 2023 buoyed by demand for generative AI-related services. Hence Generative AI on AWS training aligns with cutting-edge technology advancements and prepares people for new job opportunities in the rapidly evolving AI landscape.
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Why AWS Generative AI Certification Training Course from edureka
Live Interactive Learning
World-Class Instructors
Expert-Led Mentoring Sessions
Instant doubt clearing
Lifetime Access
Course Access Never Expires
Free Access to Future Updates
Unlimited Access to Course Content
24x7 Support
One-On-One Learning Assistance
Help Desk Support
Resolve Doubts in Real-time
Hands-On Project Based Learning
Industry-Relevant Projects
Course Demo Dataset & Files
Quizzes & Assignments
Industry Recognised Certification
Edureka Training Certificate
Graded Performance Certificate
Certificate of Completion
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About your AWS Generative AI Certification Training Course
Generative AI on AWS Skills Covered
Building Gen AI Application
Working with Bedrock Platform
Managing Costs on AWS
Integrating AWS Services
Integrating Gen AI with APIs
Developing AI-powered Apps
Tools Covered in Generative AI on AWS Course
Generative AI on AWS Curriculum
Curriculum Designed by Experts
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Introduction to Generative AI and LLMs
20 Topics
Topics:
What is Generative AI and its Use Cases
How Generative AI Works - Basic Concepts and Terminology
Service Offerings in Generative AI from AWS
Large-Language Foundation Models
Tokenizers
Embedding Vector
Transformer Architecture
Types of Transformer-Based Foundation Models
Pretraining Datasets
Scaling Laws
Compute-Optimal Models
Prompts and Completions
Tokens
Prompt Engineering
Prompt Structure
In-Context Learning with Few-Shot Inference
Prompt-Engineering Best Practices
Inference Configuration Parameters
Machine Learning on AWS cloud platform
Amazon SageMaker
Hands-on:
Working with LLMs and crafting effective prompts
Exploring Generative AI services from AWS
Deploying ML model using Amazon SageMaker
Skills You Will Learn:
Prompt Engineering
Deploying Machine Learning Models
Explore LLMs
Building Generative AI Application using Amazon Bedrock and CodeWhisperer
16 Topics
Topics:
Introduction to Amazon Bedrock
How does Amazon Bedrock empower generative AI development?
Key benefits of using Amazon Bedrock for building generative applications.
Use cases for generative AI across various industries.
Architecture of Amazon Bedrock
Scalability of the Bedrock service
Amazon Bedrock - Inference Parameters - Temperature
Other Inference Parameters in Bedrock
Amazon Bedrock's pricing structure
Exploring options for cost optimization and resource management
Overview of AWS CodeWhisperer
Benefits of AWS CodeWhisperer
Installing AWS CodeWhisperer
Integrating S3 with CodeWhisperer
Integrating VPC with CodeWhisperer
Integrating RDS with CodeWhisperer
Hands-on:
Explore Amazon Bedrock console
Create an S3 Bucket using AWS CodeWhisperer
Create VPC and RDS Instance using AWS CodeWhisperer
Skills You Will Learn:
Code Generation using CodeWhisperer
Utilizing Bedrock Console for AWS Generative AI
Managing Costs for Generative AI on AWS
Generative AI on AWS - Use Case I
8 Topics
Topics:
Use Case Description - Media and Entertainment Industry
Use Case Architecture - Amazon Bedrock, Lambda, and S3
Use Case Pre-Requisites - Model Access and Lambda Boto3 Version Upgrade
Storing Data in S3 Bucket
Serverless Computing using Lambda
AWS Lambda Integration with Amazon Bedrock
Create and maintain APIs using AWS API Gateway
AWS API Gateway Integration with Lambda
Hands-on:
Creation of S3 Bucket and Lambda Function
AWS Lambda and Bedrock Integration
Storing the Image generated by Bedrock in S3 Bucket
Generating a Pre-Signed URL for Image in S3 Bucket
AWS API Gateway and Lambda Integration
Skills You Will Learn:
Building AI-powered Apps using AWS
Manage Data in S3 Buckets
Integrating AWS Generative AI Services with APIs
Generative AI on AWS - Use Case II
7 Topics
Topics:
Use Case Description - Text Summarization
Use Case Architecture
Use of Lambda function
AWS SDK for Python (Boto3) upgrade
Connecting Lambda Function with Bedrock Service
Use AWS API Gateway for text summarization
Rest API Creation
Hands-on:
Creation of AWS Lambda function and Boto3 upgrade
Writing the AWS Lambda function to connect to Bedrock Service
Create REST API using AWS API Gateway and Lambda Integration
Skills You Will Learn:
Building AI-based Text Summarizer
Upgrading Boto3 for AWS services
Using Lambda functions for Text Summarization
Free Career Counselling
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About the Generative AI on AWS Course
About Generative AI on AWS Certification Training Course
This certification program helps you acquire the knowledge to build and deploy your AI-powered applications on AWS. Learners will explore AI fundamental concepts and the potential of Generative AI and implement Amazon Bedrock (a managed AWS service for Generative AI) to streamline development processes. Learn to create real-world applications such as media and entertainment tools and text summarization solutions using Amazon Bedrock, CodeWhisperer, and associated services and become an expert in developing real-world applications using cloud-based solutions for Generative AI.
What are the learning outcomes of this Generative AI on AWS Certification Training Course?
By completing the course on Generative AI on AWS, learners will be able to:
Describe the concepts of Artificial Intelligence, Machine Learning, and Generative AI and their various applications.
Leverage Amazon Bedrock to simplify the process of building and deploying generative AI applications.
Develop skills to build practical applications using generative AI, like media & entertainment tools and text summarization solutions.
Managing the costs associated with running generative AI applications on AWS and integrating your solutions with APIs.
Build and deploy serverless functions using AWS Lambda to manage and trigger your generative AI workflows without managing servers.
Why take up this Generative AI on AWS Certification Training Course?
Enrolling in the Generative AI on AWS Certification Training Course provides learners with the knowledge and practical skills to become proficient in Generative AI with AWS, unlocking the potential to build and deploy innovative solutions across various industries.
Who should take up this Generative AI on AWS Certification Training Course?
This Generative AI on AWS course is for both technical and non-technical learners. Whether a developer or engineer seeking to master AI applications on the cloud or an AI enthusiast eager to turn their passion into practical skills. Learners with knowledge of AWS can upgrade their skills by building Generative AI solutions on the AWS platform.
What are the prerequisites for this Generative AI on AWS Certification Training Course?
The "Generative AI on AWS Certification Training" course requires a foundational knowledge of AI basics, proficiency in programming, specifically in Python, and Hands-on experience with AWS services. To enhance engagement and achieve effective learning results, it is advisable to possess a sincere enthusiasm for sustainable progress.
What are the system requirements for this Generative AI on AWS Certification Training Course?
The system requirements for the Generative AI on AWS Certification Training Course include:
A laptop or desktop computer with a minimum of 8 GB RAM and an Intel Core i3 or above processor is required.
A stable and high-speed internet connection is necessary for accessing online course materials, videos, and software.
How will I execute the practicals in this Generative AI on AWS Certification Training Course?
Detailed step-by-step practical guides are available on the LMS. In case you come across any doubt, the 24*7 support team will promptly assist you.
Generative AI on AWS Course Projects
AI-powered Meme Generator with Amazon Bedrock
This project aims to develop a user-friendly web application that leverages Generative AI on AWS to create humorous and engaging memes. It allows users to explore the potential o....
Building AI-powered News Summarizer
This project aims to develop a user-friendly web application that leverages Generative AI on AWS to create concise and informative summaries of news articles. It makes complex in....
Generative AI on AWS Certification
To unlock Edureka’s Generative AI on AWS Course completion certificate, you must ensure the following:
Completely participate in this Generative AI on AWS Course.
Evaluation and completion of the quizzes and projects listed.
The Generative AI on AWS Course Certification is a valuable investment for anyone looking to build a career in AI. This comprehensive training equips you with the knowledge and skills to become an AI Engineer capable of designing and deploying real-world AI applications on the AWS cloud platform. Beyond the technical expertise, the certification demonstrates your in-demand skills in a rapidly growing field, potentially boosting your earning potential and career prospects.
After completing the Generative AI on AWS Certification Training Course, you will qualify for various job opportunities in the artificial intelligence and cloud field. These positions encompass roles such as:
AI Engineer
ML Engineer
AWS Solutions Architect
Data Engineer
Generative AI Product Manager
Prompt Engineer
AWS Developer
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Generative AI on AWS FAQs
What is Generative AI?
Generative AI is a branch of artificial intelligence that focuses on producing or creating fresh content, such as images, text, audio, or even videos, that closely resembles data generated by humans. In contrast to conventional AI models that learn to identify patterns or make decisions based on existing data (discriminative models), generative AI models are trained to produce new data that mirrors the original training data. These models have a wide range of applications, including generating images and text, synthesizing data, and even engaging in creative tasks like art and music generation.
What is AWS?
Amazon Web Services (AWS) is Amazon's cloud computing platform. It offers several services, including computing, storage, networking, databases, machine learning, analytics, security, and more. AWS enables businesses to build and deploy applications and services with greater scalability and reliability compared to traditional on-premises infrastructure.
How can Generative AI be used with AWS?
Generative AI can be integrated with AWS to develop innovative solutions across various fields. It enables the generation of images, music, and even text with the assistance of AI models. Generative AI can also be employed for tasks such as summarization, translation, and writing help. AWS offers a comprehensive suite of AI and Machine Learning services, including Amazon Bedrock, which is aimed at simplifying generative AI development. Generative AI on AWS opens the door to a world of possibilities, empowering you to revolutionize your approach to problem-solving across various industries.
Will I get placement assistance after completing this Generative AI on AWS Certification Training Course?
To help you in this endeavor, we have added a resume builder tool in your LMS. Now, you will be able to create a winning resume in just 3 easy steps. You will have unlimited access to use these templates across different roles and designations. You just need to log in to your LMS and click on the "create your resume" option.
Who are the instructors for the Generative AI on AWS Certification Training Course?
All the instructors at Edureka are practitioners from the industry with a minimum of 10–12 years of relevant experience. They are subject matter experts and are trained by Edureka to provide an awesome learning experience to the participants.
What if I have more queries after completing the Generative AI on AWS Certification Training Course?
Just give us a call at +91 98702 76459/1844 230 6365 (US Tollfree Number) or email at sales@edureka.co.
What if I miss a class of Generative AI on AWS Certification Training Course?
You will never miss a lecture at Edureka! You can choose either of the two options:
View the recorded session of the class available in your LMS.
You can attend the missed session, in any other live batch.