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