Mastering Language Models - Unleashing the Power of LLMs

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size581.8 MB
  • Uploaded Byfreecoursewb
  • Downloads17
  • Last checkedAug. 17th '23
  • Date uploadedAug. 17th '23
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Infohash : 3A7924CEB3F13CC9DB0C2B22F7895EA82B3735B9

"Mastering Language Models: Unleashing the Power of LLMs"



https://DevCourseWeb.com

Published 8/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 30m | Size: 582 MB

A Comprehensive Guide to Advanced NLP and Large Language Models (LLMs)

What you'll learn
Understand the Fundamentals of Language Models and Natural Language Processing (NLP)
Master the Application of Pre-trained Language Models
Analyze and Address Challenges in Language Model Implementation
Build and Deploy Custom Language Model Projects

Requirements
Basic Programming Skills: Familiarity with programming concepts and Python.
Fundamental Knowledge of NLP: Understanding of tokenization, part-of-speech tagging, and text preprocessing.
Machine Learning Basics: General knowledge of supervised/unsupervised learning, training/testing data, and model evaluation.
Neural Networks and Deep Learning: Familiarity with neural networks, activation functions, and backpropagation.
Mathematics Fundamentals: Basic understanding of linear algebra and calculus (optional).
Python Environment: Access to a text editor, Python, and relevant libraries.Are you ready to unlock the full potential of Large Language Models (LLMs) and revolutionize your understanding of Natural Language Processing (NLP)? Welcome to "Mastering Language Models: Unleashing the Power of LLMs," where you'll embark on a transformative journey through the cutting-edge world of advanced NLP and the remarkable capabilities of LLMs.

Files:

[ DevCourseWeb.com ] Mastering Language Models - Unleashing the Power of LLMs
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Introduction to Language Models and NLP
    • 1. Introduction and Welcome.mp4 (6.7 MB)
    • 1. Introduction and Welcome.srt (5.3 KB)
    • 2. Introduction to Language Models.mp4 (6.0 MB)
    • 2. Introduction to Language Models.srt (5.3 KB)
    • 3. Exploring Large Language Models (LLMs).mp4 (12.4 MB)
    • 3. Exploring Large Language Models (LLMs).srt (5.3 KB)
    • 4. The Mechanics of LLMs.mp4 (1.8 MB)
    • 4. The Mechanics of LLMs.srt (5.3 KB)
    • 5. Applications of LLMs.mp4 (9.9 MB)
    • 5. Applications of LLMs.srt (5.3 KB)
    • 6. Benefits and Challenges of LLMs.mp4 (7.5 MB)
    • 6. Benefits and Challenges of LLMs.srt (5.3 KB)
    • 7. Conclusion of Section 1 and What's Next.mp4 (17.7 MB)
    • 7. Conclusion of Section 1 and What's Next.srt (5.3 KB)
    2. Understanding Large Language Models (LLMs)
    • 1. Introduction and Overview.mp4 (10.1 MB)
    • 1. Introduction and Overview.srt (4.9 KB)
    • 10. Transformer in Large Language Models.mp4 (20.8 MB)
    • 10. Transformer in Large Language Models.srt (4.9 KB)
    • 11. Conclusion and Preview of Next Section.mp4 (8.8 MB)
    • 11. Conclusion and Preview of Next Section.srt (4.9 KB)
    • 2. Fundamental Techniques Used in NLP.mp4 (8.2 MB)
    • 2. Fundamental Techniques Used in NLP.srt (4.9 KB)
    • 3. Tokenization.mp4 (7.5 MB)
    • 3. Tokenization.srt (4.9 KB)
    • 4. Master NLP Tokenization with this Must-Watch Video!.html (0.2 KB)
    • 5. Word Embeddings.mp4 (9.2 MB)
    • 5. Word Embeddings.srt (4.9 KB)
    • 6. Master Word Embedding and Word2Vec Watch Now!.html (0.2 KB)
    • 7. Attention Mechanishm.mp4 (7.3 MB)
    • 7. Attention Mechanishm.srt (4.9 KB)
    • 8. Unleashing the Power of Attention Watch Now!.html (0.2 KB)
    • 9. Self Attention.mp4 (6.9 MB)
    • 9. Self Attention.srt (4.9 KB)
    3. Preparing for LLM Experiments Setting up the Stage!
    • 1. Introduction.mp4 (6.9 MB)
    • 1. Introduction.srt (4.4 KB)
    • 2. Unraveling the Journey So Far!.mp4 (9.2 MB)
    • 2. Unraveling the Journey So Far!.srt (4.4 KB)
    • 3. Exploring the Versatility of Large Language Models (LLMs).mp4 (38.1 MB)
    • 3. Exploring the Versatility of Large Language Models (LLMs).srt (4.4 KB)
    • 4. Conclusion.mp4 (15.7 MB)
    • 4. Conclusion.srt (4.4 KB)
    4. Fine-Tuning Large Language Models
    • 1. Introduction.mp4 (5.9 MB)
    • 1. Introduction.srt (4.6 KB)
    • 2. Process of Finetuning LLMs Explained.mp4 (60.1 MB)
    • 2. Process of Finetuning LLMs Explained.srt (4.6 KB)
    • 3. [Practical] Finetuning GPT2 model for Text Generation - Part A.mp4 (224.2 MB)
    • 3. [Practical] Finetuning GPT2 model for Text Generation - Part A.srt (17.6 KB)
    • 4. [Practical] Finetuning GPT2 model for Text Generation - Part B.mp4 (69.1 MB)
    • 4. [Practical] Finetuning GPT2 model for Text Generation - Part B.srt (4.8 KB)
    • 5. Conclusion.mp4 (11.5 MB)
    • 5. Conclusion.srt (4.6 KB)
    • Bonus Resources.txt (0.4 KB)

Code:

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