[NEW] 2024: Master LLM Prompt Engineering- All You Need

Focused View

MG Analytics

4:50:30

462 View

1. Introduction

1. Introduction.mp4

11:24

2. Set up and Prompt template

1.1 PROMPT ENGINEERING.pdf

1. Llama 2 vs Llama 2 chat.mp4

02:10

2. LLM configuration parameters.mp4

09:33

3.1 Prompt Enginnering Complete (2).zip

3. Set up using Lamma 2.mp4

20:49

3. LLM Properties

1. Stateless LLMs.mp4

14:15

2. Quantized models.mp4

18:17

3.1 Loading your LLM (1).zip

3. Quantized Models Notebook.mp4

26:25

4. AWQ SETUP and usage of notebook.mp4

10:28

4. Prompt Engineering Basic Guidelines

1. Check Conditions & assumptions.mp4

05:18

2. Clear Instructions & Delimiters.mp4

11:39

3. Specific Output Structure.mp4

02:29

4. Few Shot Prompting.mp4

05:02

5. Give time to think.mp4

15:38

6. Hallucination.mp4

07:01

5. Better Prompting Techniques

1. Iterative Prompting.mp4

03:42

2. Issues While summarizing.mp4

17:33

3. summarize.mp4

10:36

4. Inference.mp4

21:53

5. Transformation.mp4

21:36

6. Expanding.mp4

23:30

6. Image Prompt Engineering

1. Image Prompting.mp4

31:12

Description

Role Prompting, Few-Shot Prompting, Hallucination, Iterative Prompting, Structure, Summarization, Inference, Expanding

What You'll Learn?

Artificial Intelligence
Deep Learning
Data Science
Generative AI
LLM
Large Language Model
Prompt Engineering
llama
GPTQ
GGUF
AWQ
zero shot Learning
One shot Learning
Guidelines
Inference
Expanding
Summarizing
Prompt creation

Who is this for?

Anyone who wants to learn about LLM prompt Engineering

Beginner

Data Scientist

Beginner ML practitioners eager to learn Deep Learning

Python Developers with basic ML knowledge

Anyone who wants to learn about deep learning

What You Need to Know?

Python

Eagerness to learn and explore Prompt Engineering

Beginners who what to learn about usage of LLMs

More details

Description
Welcome to the Captivating World of LLM Prompt Engineering!
This course empowers you to unlock the true potential of Large Language Models (LLMs), regardless of your experience level. Whether you're a seasoned professional or a curious beginner, this comprehensive program equips you with the skills to become a master of LLM prompt engineering.
Master the Art of Crafting Powerful Prompts:
Diverse Task Applications: Craft effective prompts tailored to various tasks, including generating informative summaries, creating captivating stories, or even translating languages, all through the power of well-designed prompts.
Advanced Techniques Exploration: Move beyond the basics and delve into advanced concepts like iterative prompting, where you refine your prompt based on the LLM's initial output. Additionally, explore few-shot learning, allowing you to achieve impressive results even with limited data.
Core LLM Concepts Demystified: Gain a solid understanding of fundamental LLM properties like statelessness and quantization. Explore how these properties impact prompt design and LLM behavior. Learn to identify and mitigate potential hallucinations in LLM outputs.
Unleash LLM Capabilities Through Hands-on Learning:
Code Walkthroughs Deepen Understanding: Go beyond theory with interactive code walkthroughs using Lamma 2 as a platform. Actively explore code examples to gain practical experience in setting up, configuring LLMs, working with advanced models (e.g., quantized models), and leveraging specialized notebooks like AWQ for optimized workflows.
Real-World Applications Solidify Skills: This course emphasizes the practical application of LLM prompt engineering. Learn how to tailor prompts to solve specific real-world problems, ensuring accurate and creative AI outputs. Translate your newfound knowledge into tangible results.
Structured Learning Journey for Success:
Clear and Concise Explanations: Simplify complex topics with bite-sized lessons and clear explanations.
Interactive Learning Approach: Utilize a variety of learning methods, including interactive code walkthroughs, to reinforce understanding and foster your development as an LLM prompt engineering expert.
Progressive Curriculum Design: Build your expertise step-by-step, starting with the fundamentals of LLMs and prompt engineering and progressing to advanced techniques.
Embrace the Future of AI Interaction:
By mastering LLM prompt engineering, you'll be at the forefront of the human-AI interaction revolution. This course equips you with the skills and knowledge to confidently navigate this exciting field and unlock the true power of LLMs. Let's embark on this journey together and explore the boundless possibilities of AI!
Who this course is for:
Anyone who wants to learn about LLM prompt Engineering
Beginner
Data Scientist
Beginner ML practitioners eager to learn Deep Learning
Python Developers with basic ML knowledge
Anyone who wants to learn about deep learning

User Reviews

Rating

average 0

Total votes0

Focused display

I have done B.tech in Computer Science Engineering and 10 + years of experience as a professional instructor and trainer for Data Science and programming. During the course of my career I have developed a skill set in analyzing data and I love sharing my knowledge to help other people learn the power of programming, the ability to analyze data, as well as present the data in clear and beautiful visualizations.I am a Data Scientist and have experience in python, Deep learning, NLP and Big Data. I provide in-person data science, Machine Learning and Deep Learning training to Data science enthusiasts with 0 to 30+ years of Experience. I believe in learning by doing, hence all of my courses will give an in-depth knowledge of concepts followed by detailed explanations of codes, tips and tricks which I have learnt over years. The sample problems and examples will allow you to explore more and give you enough practice to gain confidence at each and every concept. I am here to help you stay on the cutting edge of Data Science and Technology.To sum up, I am absolutely and utterly passionate about Data Science and I am looking forward to sharing my passion and knowledge with you!

Udemy

View courses Udemy

Students take courses primarily to improve job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.