AWS Certified AI Practitioner AIF-C01 - Hands On, In Depth!

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Free Download AWS Certified AI Practitioner AIF-C01 - Hands On, In Depth!
Published 7/2024
Created by Sundog Education by Frank Kane
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 96 Lectures ( 9h 10m ) | Size: 5.68 GB

AWS AIF-C01 Certification Prep Course with Demos, Activities, and Quizzes. Bedrock, SageMaker, AI Fundamentals, and more
What you'll learn
What to Expect on the AWS Certified AI Practitioner AIF-C01 Exam
Artificial Intelligence, Generative AI, and Machine Learning fundamentals
Machine Learning design principles
Use cases for AI, Generative AI (GenAI) and Machine Learning
Building Machine Learning systems and MLOps with SageMaker
Building Generative AI systems with Amazon Bedrock
Amazon Q Business and Q Developer
Model training and fine-tuning techniques with AWS
Evaluating and measuring your machine learning models
Responsible AI, security, and governance
Requirements
You must have an AWS account to follow along with the hands-on activities. The services used will cost a few dollars in AWS fees.
You should have some basic familiarity with AWS and AI, but no development or programming experience is assumed.
Description
EARLY ACCESS! This course will be updated as more information about the exam is released by Amazon.Get certified by Amazon for your knowledge of artificial intelligence and machine learning! It's hard to imagine a certification that would carry more weight in today's era of generative AI.The AWS Certified AI Practitioner (AIF-C01) exam isn't just for developers - it's aimed at a wide variety of roles in the technology space. Whether you're a PM, manager, sales or marketing professional, or developer - the concepts behind artificial intelligence, GenAI, and machine learning (ML) aren't as hard as you think. This course starts with the basics, explaining things in plain English and with simple examples. No coding required!We will go deep for those who want it, though. Hands-on activities will give you practice in building a custom chatbot using Amazon Bedrock and Knowledge Bases, building Guardrails for AI safety, and building a fully-fledged LLM agent armed with tools to extend an AI application - all just using the AWS console on the web. And demo videos walk you through training and using machine learning models using Amazon SageMaker.Unlike other AWS certifications, there is a big business focus on this one. In addition to how the tech works, we'll also review best practices for the entire AI and machine learning lifecycle, the dimensions of "responsible AI," and best practices for security and governance with AI.Some topics we'll cover include:Fundamental concepts and terminologies of AI, ML, and Generative AIHow deep learning and large language models (LLM's) workEvaluating and measuring AI modelsMachine learning design principlesMachine learning operations (MLOps)Use cases of AI, ML, and GenAIPrompt engineeringBuilding machine learning pipelines with SageMakerCommon machine learning algorithmsBuilding generative AI applications with Amazon BedrockRetrieval Augmented Generation (RAG)LLM AgentsAmazon Q Business, Q Developer, and Q AppsHigh-level AWS AI and machine learning servicesModel training and fine-tuning techniquesResponsible AIAI Governance and SecurityAlthough this is a course about AI, it is not AI-generated! You'll learn from a real human instructor, with real human experience in building AI applications in a professional setting.- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -InstructorHey, I'm Frank Kane. I spent nine years working for Amazon from the inside as a senior engineer and senior manager, and I'm best known for my top-selling courses in "big data", data analytics, machine learning, AI, Apache Spark, system design, and Elasticsearch.I've been teaching on Udemy since 2015, where I've reached over 850,000 students all around the world!I've worked hard to keep this course up to date with the latest developments in AWS's machine learning and artificial intelligence technologies, and to make sure you're prepared for the latest version of this exam. Let's dive in and get you ready!- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -This course also comes with:Lifetime access to all future updates80 quiz questions to assess your readinessA responsive instructor in the Q&A SectionUdemy Certificate of Completion Ready for DownloadA 30 Day "No Questions Asked" Money Back Guarantee!Join us in this course if you want to pass the AWS Certified AI Practitioner exam and master the world of AI and machine learning on the AWS platform!
Who this course is for
Technologists seeking certification in artificial intelligence and machine learning technologies on Amazon Web Services
The AIF-C01 exam is aimed at a wide variety of roles, including sales and marketing, project managers, product managers, managers, and more - it's not just for developers.
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