LLM Fine Tuning on OpenAI

Learn to use OpenAI to fine tune LLMs on your own datasets!

4.56 (448 reviews)
Udemy
platform
English
language
Data Science
category
instructor
LLM Fine Tuning on OpenAI
2,987
students
2 hours
content
Dec 2023
last update
$64.99
regular price

What you will learn

Gain a comprehensive understanding of the fundamental principles and advanced concepts in artificial intelligence and language modeling.

Explore various datasets specific to different fields, learning how to identify and understand their unique structures and challenges.

Recognize and understand the various strategies and techniques used in fine-tuning language models for specialized applications.

Master the skills necessary to preprocess datasets effectively, ensuring they are in the ideal format for AI training.

Delve into various methods to enhance the accuracy and efficiency of AI models for specific domains.

Learn to assess the proficiency of fine-tuned models using different evaluation metrics and methods.

Investigate the vast potential of fine-tuned AI models in practical, real-world scenarios across multiple industries.

Acquire knowledge on how to estimate and manage the costs associated with AI model training, making the process efficient and economical.

Why take this course?

🌟 **Course Headline:** 🚀 **Learn to use OpenAI to fine-tune LLMs on your own datasets!** --- **Course Title:** LLM Fine Tuning on OpenAI with Jose Portilla --- **Course Description:** Unlock the secrets of custom AI models and take a deep dive into the transformative power of fine-tuning language models with our expertly crafted course led by none other than Jose Portilla. This isn't just another AI course; it's an invitation to elevate your understanding of AI across diverse fields and master the art of tailoring OpenAI's language models to meet your specific dataset's needs. Whether you're a professional, researcher, or student with a passion for AI, this course will equip you with the tools and knowledge to fine-tune LLMs for domain-specific applications. --- **Course Content Breakdown:** - **Understanding Domain-Specific Data**: Learn to dissect and analyze datasets unique to your field, identifying challenges and opportunities for AI training. - **Preparing Your Dataset**: Gain hands-on experience in prepping your data for fine-tuning, ensuring it's ready for model enhancement. - **Fine-Tuning Techniques Mastery**: Discover the nuances of fine-tuning OpenAI's language models, adjusting them to achieve higher accuracy within your specialized domain. - **Performance Evaluation Strategies**: Acquire the skills to measure and improve the effectiveness of your fine-tuned model through rigorous testing and evaluation. - **Real-World Applications**: Explore the vast potential of your fine-tuned model in various industries, understanding how it can revolutionize processes and decisions. --- **Course Highlights:** - **Interactive Hands-On Training**: Engage with practical exercises using real-world data in your field of interest, enhancing your learning experience. - **Expert Guidance**: Follow Jose Portilla's expert guidance through every critical step of the fine-tuning process. - **Dynamic Learning Tools**: Utilize Jupyter Notebooks and other interactive tools to deepen your understanding of AI training challenges and solutions. - **Cost-Effective Training**: Learn how to efficiently estimate and manage AI training expenses, making the most out of your budget. --- **Who Should Enroll:** This course is perfect for: - **Professionals** in various fields looking to leverage AI for enhanced data analysis and decision-making. - **Researchers and Students** in specialized areas aiming to broaden their knowledge of AI applications and model training. - **AI Enthusiasts** eager to explore the specifics of fine-tuning domain-specific language models. --- **Course Outcome:** Upon completion, you will have mastered the process of fine-tuning a sophisticated OpenAI language model for your specialized area of interest. This course is your stepping stone to becoming an AI expert across various sectors and opens up a plethora of opportunities for innovative applications and groundbreaking research. --- 📈 **Ready to Transform Your Industry with AI?** Don't wait any longer! Enroll in our LLM Fine Tuning on OpenAI course today and embark on your journey towards AI mastery, led by the knowledgeable Jose Portilla. It's time to bring cutting-edge AI solutions to your field and make an impact with your newfound expertise! 🚀✨

Reviews

Hugo
December 27, 2023
Has a lot of potential and some good information, but, as other reviewers have pointed out, it falls a bit short on more examples or a deeper example with more significant improvements. I hope this course gets more updates in the future and I can update this review. Still a very nice and useful course, just stopped a little bit short of going past the very basics.
Pavan
December 24, 2023
It gives overview of fine tuning. More real life examples and detailed pros and cons would have helped better.
Cheikh
December 22, 2023
Great course with very good resources easy to follow and re-adapt to our needs. Above my expectations.
LIEN
December 12, 2023
I have always enjoyed Jose's classes, including those Python introduction one in the early years. Keep up the good work!
ErtuÄŸrul
December 11, 2023
I also took your data analyst/science course. My common comment for that course and this course is this. You make a great introduction to the subject, but unfortunately you cannot keep the interest alive towards the end of the course in both because you do not show the results clearly. We do not take courses to see prediction probability. Unlike university courses, we want to see the real model results, not the probability results
Emanuele
December 2, 2023
The course takes a very simple use case, so it's only useful for having a panoramic idea on what a fine tuning process works. I would have appreciated some more complex use case. For example, what if I have leads stored in a MySQL database and want my model to answer questions about them? Mr. Portilla is a great teacher anyway, I've loved a lot of his courses

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5637510
udemy ID
10/31/2023
course created date
12/30/2023
course indexed date
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