Generative AI Roadmap

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This course provides a comprehensive guide, compiling all essential tutorials and document links in one place for easy access and streamlined learning.

Modules

1

INTRODUCTION

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2

Train your own LLMs from Scratch like GPT-3.5

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3

Train your own LLMs from Scratch like GPT-3.5

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4

Develop your own ChatGPT from scratch

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5

Develop your own ChatGPT from scratch

Develop your own ChatGPT from scratch
6

Develop your own LLM Application using Prompt Engineering

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7

Develop your own LLM Application using Prompt Engineering

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8

Create a production-ready X on your private data

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9

Create a production-ready X on your private data

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10

Building End-to-End RAG Apps

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11

Building End-to-End RAG Apps

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12

Build Conversational Apps and Agents

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13

Build Conversational Apps and Agents

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14

Advanced RAG System Development

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15

Advanced RAG System Development

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16

Finetuning LLMs using Soft Prompting, Adaptor techniques using PEFT

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17

Finetuning LLMs using Soft Prompting, Adaptor techniques using PEFT

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Course details

Lectures 17

Level Advanced

Basic info

This presentation provides a comprehensive guide, compiling all essential tutorials and document links in one place for easy access and streamlined learning.

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