Master the architecture of LLMs like GPT-4, learn iterative prompt engineering, and discover practical use cases.
What you'll learn Understand how LLMs work, including their architecture, training process, and key parameters. Learn effective prompt customization techniques, including iterative development, structuring prompts, and identifying roles. Discover how to optimize LLM performance through parameter adjustment, including temperature, top-p, and max tokens. Explore practical use cases in data analytics, sentiment analysis, and content creation to apply LLMs effectively. Gain insights of ethical considerations in LLM use and learn best practices for responsible deployment. Learn step-by-step tutorials on leveraging prompt engineering platforms, facilitating collaboration among teams, and maximizing productivity.
Requirements No programming experience needed. Whether you're a pro or just starting out, you'll find useful tips and ideas you can use right away. No paid subscription required.
~Get Your Files Here !/1. Introduction to Large Language Models (LLMs)/1. Introduction.mp4
19.9 MB
~Get Your Files Here !/1. Introduction to Large Language Models (LLMs)/2. What are Large Language Models.mp4
7.2 MB
~Get Your Files Here !/1. Introduction to Large Language Models (LLMs)/3. Evolution of Language Models.mp4
7.9 MB
~Get Your Files Here !/1. Introduction to Large Language Models (LLMs)/4. Applications of LLMs.mp4
10.6 MB
~Get Your Files Here !/2. Understanding LLMs/1. What is Prompt What is Prompt Engineering.mp4
9.2 MB
~Get Your Files Here !/2. Understanding LLMs/2. Architecture of LLMs.mp4
12.5 MB
~Get Your Files Here !/2. Understanding LLMs/3. What are Tokens.mp4
9.1 MB
~Get Your Files Here !/2. Understanding LLMs/3.1 You can use the tool below to understand how a piece of text might be tokenized by a language model, and the total count of tokens in that piece of text..html
98 B
~Get Your Files Here !/2. Understanding LLMs/4. Adjusting LLM Parameters.mp4
2.6 MB
~Get Your Files Here !/2. Understanding LLMs/5. Temperature.mp4
7.2 MB
~Get Your Files Here !/2. Understanding LLMs/5.1 Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform..html
104 B
~Get Your Files Here !/2. Understanding LLMs/6. Top-p.mp4
5.3 MB
~Get Your Files Here !/2. Understanding LLMs/7. Max Tokens.mp4
6.5 MB
~Get Your Files Here !/2. Understanding LLMs/8. Top-k and Other Parameters.mp4
4.6 MB
~Get Your Files Here !/2. Understanding LLMs/9. Quiz.html
137 B
~Get Your Files Here !/3. Prompt Development and Prompt Engineering/1. Iterative Process of Prompt Development.mp4
10.5 MB
~Get Your Files Here !/3. Prompt Development and Prompt Engineering/2. Prompt Structure and Roles.mp4
9.1 MB
~Get Your Files Here !/3. Prompt Development and Prompt Engineering/3. Strategies for Effective Prompt Engineering.mp4
21.3 MB
~Get Your Files Here !/4. Advanced Customization Techniques/1. Advanced Prompt Development Strategies.mp4
20.3 MB
~Get Your Files Here !/4. Advanced Customization Techniques/2. Fine-Tuning LLMs.mp4
7.3 MB
~Get Your Files Here !/4. Advanced Customization Techniques/3. Retrieval-Augmented Generation (RAG).mp4
5.5 MB
~Get Your Files Here !/4. Advanced Customization Techniques/4. Quiz.html
137 B
~Get Your Files Here !/5. Ethical Considerations in LLM Integration/1. Ethical Challenges and Biases.mp4
11.2 MB
~Get Your Files Here !/5. Ethical Considerations in LLM Integration/2. Responsible Use of LLMs.mp4
6.3 MB
~Get Your Files Here !/6. Use Cases and Applications/1. Data Analytics.mp4
12 MB
~Get Your Files Here !/6. Use Cases and Applications/2. Customer Support.mp4
9.3 MB
~Get Your Files Here !/6. Use Cases and Applications/3. Drafting Enterprise Documents (RFP, SOP, EOI, NCR, NDA, ...).mp4
15.4 MB
~Get Your Files Here !/6. Use Cases and Applications/4. Content Creation and SEO.mp4
12.8 MB
~Get Your Files Here !/6. Use Cases and Applications/5. Programming and Coding.mp4
5.8 MB
~Get Your Files Here !/6. Use Cases and Applications/5.1 Best LLM for Coding Cloud vs Local.html
124 B
~Get Your Files Here !/7. Benchmarking LLMs and Prompt Engineering Platforms/1. Choose a model that's right for you.mp4
9.6 MB
~Get Your Files Here !/7. Benchmarking LLMs and Prompt Engineering Platforms/1.1 Anthropic.html
87 B
~Get Your Files Here !/7. Benchmarking LLMs and Prompt Engineering Platforms/1.2 Google Gemini.html
87 B
~Get Your Files Here !/7. Benchmarking LLMs and Prompt Engineering Platforms/1.3 Meta AI.html
81 B
~Get Your Files Here !/7. Benchmarking LLMs and Prompt Engineering Platforms/1.4 Mistral.html
80 B
~Get Your Files Here !/7. Benchmarking LLMs and Prompt Engineering Platforms/1.5 OpenAI.html
80 B
~Get Your Files Here !/7. Benchmarking LLMs and Prompt Engineering Platforms/2. Prompt Engineering Platforms.mp4
9.4 MB
~Get Your Files Here !/7. Benchmarking LLMs and Prompt Engineering Platforms/2.1 Find the perfect AI tool for every task.html
81 B
~Get Your Files Here !/7. Benchmarking LLMs and Prompt Engineering Platforms/2.2 Related resources from around the web.html
115 B
~Get Your Files Here !/8. Future Trends in LLMs/1. Future Trends in LLMs.mp4
4.5 MB
~Get Your Files Here !/8. Future Trends in LLMs/2. Closing Note.mp4
17.6 MB
~Get Your Files Here !/Bonus Resources.txt
386 B
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