[GET] AI Ecosystem for the Absolute Beginners - Hands-On

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AI Ecosystem for the Absolute Beginners - Hands-On
Learn AI Ecosystem (AI, ML, DL, GenAI) with lectures, quizzes, various hands-on demos and exercises
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1,298 students
4.5 hours on-demand video
2 articles
1 downloadable resource

Description
What's Covered in this Course?

The "AI Ecosystem for Absolute Beginners" course is designed to accommodate learners of all levels, from beginners to experienced professionals looking to explore the world of Artificial Intelligence. Acting as a foundational pillar, this course facilitates your journey into the AI ecosystem. Starting with the basics of AI, the course guides you through the lifecycle of AI applications and essential concepts. It also covers the basics of Machine Learning, Deep Learning, and Generative AI, supported by practical hands-on demos using AWS services such as Rekognition, Forecast, Comprehend, and Bedrock. Additionally, it also explores prompt engineering, featuring a comprehensive hands-on demonstration with ChatGPT, concluding with a capstone project focused on Generative AI.

Whether you're new to AI or aiming to deepen your understanding, this course is tailored to meet your needs.

What is Artificial Intelligence (AI)?

Artificial Intelligence (AI) is a revolutionary technology that enables machines to mimic human-like behavior. In today's world, AI powers virtual assistants, autonomous vehicles, and personalised recommendations, transforming industries from healthcare to finance. By analysing large datasets and identifying patterns, AI algorithms continuously improve their performance, driving innovation and reshaping the way we work and live.

Course Structure:

Lectures

Demos

Quizzes

Assignments

Course Contents:

Introduction to AI Ecosystem

Getting Started with Artificial Intelligence (AI)

AI Evolution, Business Benefits, Real World Use Cases

Amazon Rekognition Service with Hands-on Demo for Label Detection, Facial Analysis and Capstone Project

Understanding Machine Learning (ML) and Real World Use Cases

Data Preprocessing Techniques, Model Evaluation and Validation

Amazon Forecast Service with Hands-on Demo for Time Series Forecasting

Getting Started with Deep Learning (DL) and Artificial Neural Networks (ANN)

Amazon Comprehend Service with Hands-on Demo for Sentiment Analysis

Getting started with GenAI

Core GenAI Algorithms and Workflow

GenAI Application Fields, Future Trends and ToolSet

Amazon Bedrock Service with Hands-on Demo for Text Generation, Image Generation and Chatbot)

Understanding Prompt Engineering

Prompt Engineering using ChatGPT

Potential Risks of AI

AI Ethical Considerations

Best Practices of AI

End to End Capstone Project for AI Ecosystem

All sections in this course are demonstrated Live, to guide and direct to create your own local environment, perform all exercises and learn by doing!!!



https://www.udemy.com/course/ai-ecosystem-for-the-absolute-beginners-hands-on/?couponCode=92DDB7BF7D9C0528D393

Enjoy!