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Udemy - Non-technical Introduction to Large Language Models

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Description
[ DevCourseWeb.com ] Non-technical Introduction to Large Language Models



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Published 9/2023

Created by Leomar Osorio

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English | Duration: 23 Lectures ( 2h 57m ) | Size: 1.2 GB



An overview of Large Language Models for non-technical people, less the jargons, more simple explanations.



What you'll learn

Examples of Large Language Models aside from ChatGPT.

How Large Language Models work.

How to execute different use cases using ChatGPT.

How to fine-tune a model with custom dataset.

What are the existing challenges of Large Language Models and Generative AI in general.

Resources you can use to further learn about Large Language Models.



Requirements

No prior experience needed. You will learn what you need to know in this introductory course.



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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • Udemy - Non-technical Introduction to Large Language Models
  • ~Get Your Files Here !/1. Introduction/1. Introduction.mp4 4.9 MB
  • ~Get Your Files Here !/2. What is a Large Language Model/1. Defining Large Language Models.mp4 10.7 MB
  • ~Get Your Files Here !/2. What is a Large Language Model/2. A Large Language Model in a Diagram.mp4 83.3 MB
  • ~Get Your Files Here !/2. What is a Large Language Model/3. How Large Language Models work.mp4 51.5 MB
  • ~Get Your Files Here !/3. Important Terminologies/1. Context Length.mp4 37.8 MB
  • ~Get Your Files Here !/3. Important Terminologies/2. Dataset.mp4 85.8 MB
  • ~Get Your Files Here !/3. Important Terminologies/3. Fine-tuning.mp4 27 MB
  • ~Get Your Files Here !/3. Important Terminologies/4. Hallucinations.mp4 23.6 MB
  • ~Get Your Files Here !/3. Important Terminologies/5. LoRA and QLoRA.mp4 29.2 MB
  • ~Get Your Files Here !/3. Important Terminologies/6. Quantization.mp4 44.1 MB
  • ~Get Your Files Here !/3. Important Terminologies/7. Foundation Model.mp4 16.1 MB
  • ~Get Your Files Here !/4. How LLMs are trained/1. How Large Language Models are Trained.mp4 9.9 MB
  • ~Get Your Files Here !/4. How LLMs are trained/2. Alpaca Model with Synthetic Data.mp4 17.9 MB
  • ~Get Your Files Here !/5. What are some examples of Large Language Models/1. Primary types of Large Language Models.mp4 14.8 MB
  • ~Get Your Files Here !/5. What are some examples of Large Language Models/2. Proprietary vs Open Source.mp4 125.7 MB
  • ~Get Your Files Here !/6. Different use cases of LLMs/1. Creating Documentation.mp4 40.7 MB
  • ~Get Your Files Here !/6. Different use cases of LLMs/2. Coding.mp4 33.2 MB
  • ~Get Your Files Here !/6. Different use cases of LLMs/3. Coding - More advanced.mp4 47.8 MB
  • ~Get Your Files Here !/6. Different use cases of LLMs/4. Writing a story.mp4 52.2 MB
  • ~Get Your Files Here !/7. Finetuning an LLM using custom dataset/1. Offline applications you can use.mp4 70.2 MB
  • ~Get Your Files Here !/7. Finetuning an LLM using custom dataset/2. Fine-tuning a Large Language Model Part 1.mp4 80.2 MB
  • ~Get Your Files Here !/7. Finetuning an LLM using custom dataset/3. Fine-tuning a Large Language Model Part 2.mp4 282.5 MB
  • ~Get Your Files Here !/8. End note/1. What's next.mp4 46.9 MB
  • ~Get Your Files Here !/Bonus Resources.txt 386 B

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