Generative AI Course

List of Generative AI Course

Introduction to Generative AI

What you'll learn
Define Generative AI

Explain how Generative AI works

Describe Generative AI Model Types

Describe Generative AI Applications

NVIDIA has released FREE AI online courses!

1. Generative AI Explained - https://lnkd.in/e5Rhxhgp

2. Augmenting LLMs using Retrieval Augmented Generation - https://lnkd.in/enGnZ3CK

3. Building Video AI Applications at the Edge on Jetson Nano - https://lnkd.in/ef-RpZ_G

4. Getting Started with AI on Jetson Nano - https://lnkd.in/eQCMQnSD

5. Digital Fingerprinting with Morpheus - https://lnkd.in/eV2RUhpY

6. An Even Easier Introduction to CUDE - https://lnkd.in/exazrhkG

7. Building RAG Agents with LLMs - https://lnkd.in/ev5auDW5

8. Building A Brain in 10 Minutes - https://lnkd.in/eiMaNGHi

9. Accelerate Data Science Workflows with Zero Code Changes - https://lnkd.in/ewYDMUCE

Artificial Intelligence A-Z 2024: Build 7 AI + LLM & ChatGPT

Combine the power of Data Science, Machine Learning and Deep Learning to create powerful AI for Real-World applications!

What you'll learn
Build 7 different AIs for 7 different applications

Understand the theory behind Artificial Intelligence

Master the State of the Art AI models

Solve Real World Problems with AI

Q-Learning

Deep Q-Learning

Deep Convolutional Q-Learning

A3C (Asynchronous Advantage Actor-Critic)

PPO (Proximal Policy Optimization) SAC (Soft Actor-Critic)

LLMs

Transformers Low-Rank Adaptation (LoRA) and Quantization (QLoRA)

NLP techniques for Chatbots: Tokenization and Padding

Fine-Tuning an LLM with Knowledge Augmentation

As Extras: DDPG, Full World Model, Evolution Strategies & Genetic Algorithms

Professional Certificate Program In Generative AI And Machine Learning

Comprehensive Generative AI & ML Program By IHUB @ IIT Roorkee

Embark on a thrilling career with the Generative AI and Machine Learning program by iHUB DivyaSampark, a Technology Innovation Hub of IIT Roorkee. Benefit from live classes by experts and top faculty, IIT Roorkee campus immersion, Simplilearn career services, and certificates for IBM courses.

In Collaboration with IBM.

No-cost training to learn generative AI

Start with the foundations
Designed for any role or skill set, these learning opportunities will help you understand what generative AI is, how it can be used and how it is different from other types of machine learning. No technical experience needed.

Generative AI, explained - What even is generative AI? Hear guesses from people on the street and unwrap the laughs (there were some funny responses), and get a quick high-level description in this 60 second video.

Introduction to Generative AI - This 22 minute course includes a video, reading material, and a quiz to test your knowledge. You’ll learn about the fundamentals of AI and Google Cloud tools to help you develop your own gen AI apps.

Introduction to Large Language Models - When you complete this course, you'll have a foundational understanding of large language models (LLMs), use cases, and how you can use prompt tuning to enhance LLM performance. The course and follow-up quiz should take about 30 minutes to finish.

Generative AI Fundamentals Skill Badge - Complete three foundational-level courses and a quiz to earn a shareable Google Cloud skill badge to demonstrate your understanding of fundamental gen AI concepts.

What is Generative AI Studio? - Check out this quick video to learn how you can use Generative AI Studio. Hint: anyone can try it, even without any code!

Introduction to Generative AI Studio - Generative AI helps users prototype and customize models for use in applications. In this short video, you'll learn about Generative AI Studio's features, options, and uses in a product demo format.

Introduction to Image Generation - In this video, learn about diffusion models — a family of machine learning models that can be used in image generation — that can be trained and deployed on Vertex AI. It's a quick view to help you learn in a flash.

Introduction to Responsible AI - In this video you'll get an overview of responsible AI and how Google implements responsible AI into our products.

Responsible AI: Applying AI Principles with Google Cloud - Learn how to operationalize responsible AI in your organization in this set of video courses.

Learn the fundamentals of developing with LLMs

Learn the fundamentals of generative AI for real-world applications
In Generative AI with Large Language Models (LLMs), created in partnership with AWS, you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.

What you’ll do in Generative AI with LLMs
Deeply understand generative AI, describing the key steps in a typical LLM-based generative AI lifecycle, from data gathering and model selection, to performance evaluation and deployment

Describe in detail the transformer architecture that powers LLMs, how they’re trained, and how fine-tuning enables LLMs to be adapted to a variety of specific use cases

Use empirical scaling laws to optimize the model’s objective function across dataset size, compute budget, and inference requirements

Apply state-of-the art training, tuning, inference, tools, and deployment methods to maximize the performance of models within the specific constraints of your project

Discuss the challenges and opportunities that generative AI creates for businesses after hearing stories from industry researchers and practitioners Receive a Coursera certificate demonstrating your skills upon completion of the course