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Generative AI – Getting Started

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About Course

Generative AI is a subset of Deep Learning.  It uses AI neural networks and can process both the labeled and unlabeled data using supervised, unsupervised, and semi-supervised methods.

It refers to a class of artificial intelligence models and algorithms designed to create new content. These models can generate text, images, music, and other forms of data that mimic human-created content.

Generative AI applications are built on top of large language models (LLMs) and foundation models. LLMs are deep learning models.

LLMs are a subset of Deep Learning. LLMs are AI models that power chatbots, such as ChatGPT, Copilot, Google Gemini, etc. LLMs refer to large, general-purpose language models that can be pre-trained and then fine-tuned for specific purposes.

Course Lessons

Section A: Introduction

  1. Artificial Intelligence vs Data Science vs Machine Learning vs Deep Learning
  1. Deep Learning Types

Section B: Generative AI and its techniques

  1. What is Generative AI
  2. Techniques for Implementing Generative AI

Section C: What are Transformer Models

  1. Generative AI – Transformers

Section D: Large Language Models

  1. Large Language Models (LLMs) and their use case

Section E: More about Generative AI

  1. Generative AI – Applications & Challenges
  2. Generative AI – Chatbots (Model Types)
  3. Generative AI – Features & Examples

Section F: Prompts and AI Chatbots

  1. What are Prompts
  2. Popular AI Chatbots
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What Will You Learn?

  • Learn Generative AI from scratch.
  • Get a quick overview about Generative
  • Learn about Generative AI techniques and approaches
  • • What is a Transformer Model
  • Learn about Large Language Models
  • Generative AI Applications
  • Generative AI Challenges
  • AI Chatbots Models with examples

Course Content

Generative AI and its techniques

Generative AI – Transformers

Large Language Models

Generative AI – Key Topics

Prompts and AI Chatbots

Quiz
After completing the lessons, attempt this quiz to polish your skills.

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Student Ratings & Reviews

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TJ
1 month ago
Good for beginners

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