Gen AI with AWS and DevOps
Learn with Venkat Pathipati
4 modules
English
Access for 365 days
Unleash the power of Generation AI with cutting-edge AWS technologies and streamlined DevOps practices to transform the future of AI development.
Overview
In the course "Gen AI, AWS, and DevOps," you will explore the cutting-edge intersection of artificial intelligence, cloud computing with AWS, and the world of DevOps. This course is designed for individuals who are interested in harnessing the power of these technologies to propel their careers and businesses to new heights. The course begins with an in-depth exploration of Generation AI (Gen AI), which refers to the generation that is growing up surrounded by AI technologies. You will learn about the fundamentals of AI, its applications, and how it is shaping various industries. From there, we will delve into AWS, Amazon's popular cloud computing platform. You will learn how to set up, configure, and manage AWS services, gaining hands-on experience that will be invaluable in the real world. Next, we will shift our focus to DevOps, a methodology that emphasizes collaboration between development and operations teams to deliver high-quality software rapidly and reliably. You will learn about the key principles of DevOps, such as continuous integration, continuous delivery, and infrastructure as code. By the end of the course, you will have a solid understanding of how AI, AWS, and DevOps can work together to drive innovation and efficiency in any organization. Whether you are a business professional looking to stay ahead of the curve or a technology enthusiast eager to explore the latest trends, "Gen AI, AWS, and DevOps" will provide you with the knowledge and skills you need to excel in the fast-paced digital landscape of today. Join us on this exciting journey and unlock the potential of these transformative technologies!
Key Highlights
Introduction to General Artificial Intelligence (Gen AI)
Understanding Amazon Web Services (AWS)
Implementing DevOps practices in software development
Exploring AI and ML services on AWS
Automating infrastructure deployment with DevOps tools
Hands-on experience with AWS and DevOps tools
Integration of AI, AWS, and DevOps in real-world projects
Best practices for leveraging Gen AI, AWS, and DevOps synergies
What you will learn
Understanding Gen AI
Learn the basics of Gen AI, its applications, and impact on various industries. Gain insights into AI ethics and responsible AI practices.
Exploring AWS Services for Gen AI
Discover how to leverage AWS cloud services for implementing Gen AI projects. Learn about key AWS tools and services for AI applications.
Implementing DevOps Practices for Gen AI Projects
Master the DevOps principles and practices tailored for Gen AI projects. Learn continuous integration, deployment, and monitoring techniques.
Modules
Introduction to Cloud and AWS
3 attachments
Overview of the Cloud
Different types of Cloud Services and Platforms
Introduction to AWS and its topology
AWS Services for DevOps
13 attachments
Amazon EC2 (Elastic Compute Cloud)
Auto Scaling
Amazon S3 (Simple Storage Service)
Amazon RDS (Relational Database Service)
AWS Networking - VPC, Subnets, Routes and various Gateways
AWS Identity and Access Management (IAM)
AWS Lambda
SQS and SNS
Amazon CloudWatch
KMS
Cloud Trail and Cloud Watch
Internet Services - API Gateway, Cloud Front and Route 53
Billing
Gen AI
8 attachments
AI Fundamentals
Transformer Architecture
LLMs
Prompt Engineering
Tokenization and RAG
LangChain
Agents
OpenAI, Azure Open AI and Bedrock Services
DevOps Practices and Methodology
7 attachments
Introduction of DevOps principles
Continuous Integration(CI) and Continuous Deployment (CD)
Microservices
Docker
Kubernetes
Git
Jenkins
FAQs
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Yes, our platform is designed to be accessible on various devices, including computers, laptops, tablets, and smartphones. You can access the course materials anytime, anywhere, as long as you have an internet connection.
How can I access the course materials?
Once you enrol in a course, you will gain access to a dedicated online learning platform. All course materials, including video lessons, lecture notes, and supplementary resources, can be accessed conveniently through the platform at any time.
Can I interact with the instructor during the course?
Absolutely! we are committed to providing an engaging and interactive learning experience. You will have opportunities to interact with them through our community. Take full advantage to enhance your understanding and gain insights directly from the expert.
About the creator
Learn with Venkat Pathipati
Venkat is a passionate and experienced software instructor with a hunger for learning. With over 16 years of real-time experience in Full Stack, Cloud, DevOps and AI domains.
Venkat's journey began as a Software Developer, and he has since risen to the position of Software Architect in a reputed product based multinational company.
Venkat's ability to explain complex concepts in simple terms, making them accessible to learners of all levels.
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