Fine-Tuning ChatGPT for Your Business with Custom Data Sources
Master the art of fine-tuning ChatGPT for your business with our specialized training program. Learn how to extend capabilities using LlamaIndex, manage OpenAI credits efficiently, and create tailored solutions.
Corporate Pricing
Pax:
Training Provider Pricing
Pax:
Features
Target Audience
Methodologies
Subsidies

What you'll learn
- Demonstrate adding custom data sources to enhance ChatGPT's functionality
- Guide through indexing and querying processes using LlamaIndex configurations
- Introduce LlamaIndex as a means to connect ChatGPT with custom data sources
- Understand ChatGPT's history, advantages, disadvantages, and limitations
- Teach efficient management of OpenAI credits and token usage
- Learn how to manually extend ChatGPT via prompt engineering
- Equip with strategies for further optimization of ChatGPT
Why should you attend?
This course delves into the intricacies of fine-tuning ChatGPT to cater to specific business needs. Participants will gain insights into what ChatGPT is, its historical development, and the inherent advantages and disadvantages it presents in a business context. The course emphasizes the importance of custom data sources and provides an overview of ChatGPT's capabilities and limitations. Learners will explore methods for extending ChatGPT manually through prompt engineering and context awareness, while also understanding the limitations of manual interventions. A dedicated section introduces LlamaIndex, a tool that enhances ChatGPT's functionality by connecting it to custom data sources, thereby outlining its benefits. The practical aspects of the course include adding custom data sources, utilizing LlamaIndex with GPT 'text-davinci-003', and creating a Q&A chatbot using pre-existing documents. Additionally, participants will learn about indexing and querying with LlamaIndex configuration, including loading Google Docs, managing indices, configuring prompt settings, and changing language models explicitly using the langchain package. Finally, the course covers monitoring OpenAI credits and token usage to optimize operational efficiency. The concluding module encourages learners to consider further exploration avenues and optimize ChatGPT utilization with custom data sources for enhanced performance.
Course Syllabus
Day 1
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Ratings and Reviews
Instructor
Instructor Reviews
Mohammad Mehdi Lotfinejad
Chief Data Officer & Data Science Trainer"Mehdi and I worked on several projects with company such as Petronas , Shell and CIMB Regional ETC. I must say Mehdi's training was highly appreciated by our clients as he was able to exhibit in full display his vast knowledge as a Data professional. I would highly recommend him to anyone looking for a top tier training expert."
"Not only knowledgeable but also having hands dirty on what he knows Friendly and building networks quickly."
"I had the pleasure of working with Mehdi together on some high-level initiatives such as the Petronas data scientist program and Shell's project to become a data-driven organization. During these projects, Mehdi received numerous accolades for his ability to share his knowledge and mentor up-and-coming data scientists. Based on our shared experiences, I have no hesitation in recommending Mehdi for any project or position he may be considered for."
FAQ
Frequently Asked Questions About This Course
- Public pricing: applies for individuals signing up from different companies.
- Corporate pricing: applies if a company wants to have an intake for its employees only.
- Training provider pricing: applies only for other training providers looking to hire our trainers and use our content. Our content has a licensing fee.
We will keep you updated on the status of the intake after you enroll.
Courses you may like
Why should you attend?
This course delves into the intricacies of fine-tuning ChatGPT to cater to specific business needs. Participants will gain insights into what ChatGPT is, its historical development, and the inherent advantages and disadvantages it presents in a business context. The course emphasizes the importance of custom data sources and provides an overview of ChatGPT's capabilities and limitations. Learners will explore methods for extending ChatGPT manually through prompt engineering and context awareness, while also understanding the limitations of manual interventions. A dedicated section introduces LlamaIndex, a tool that enhances ChatGPT's functionality by connecting it to custom data sources, thereby outlining its benefits. The practical aspects of the course include adding custom data sources, utilizing LlamaIndex with GPT 'text-davinci-003', and creating a Q&A chatbot using pre-existing documents. Additionally, participants will learn about indexing and querying with LlamaIndex configuration, including loading Google Docs, managing indices, configuring prompt settings, and changing language models explicitly using the langchain package. Finally, the course covers monitoring OpenAI credits and token usage to optimize operational efficiency. The concluding module encourages learners to consider further exploration avenues and optimize ChatGPT utilization with custom data sources for enhanced performance.
What you'll learn
- Demonstrate adding custom data sources to enhance ChatGPT's functionality
- Guide through indexing and querying processes using LlamaIndex configurations
- Introduce LlamaIndex as a means to connect ChatGPT with custom data sources
- Understand ChatGPT's history, advantages, disadvantages, and limitations
- Teach efficient management of OpenAI credits and token usage
- Learn how to manually extend ChatGPT via prompt engineering
- Equip with strategies for further optimization of ChatGPT
Course Syllabus
Day 1
Short Break
15 minsRecap and Q&A
15 minsLunch
1 hourShort Break
15 minsRecap and Q&A
15 minsEnd of Day 1
Instructor Reviews
Mohammad Mehdi Lotfinejad
Chief Data Officer & Data Science Trainer"Mehdi and I worked on several projects with company such as Petronas , Shell and CIMB Regional ETC. I must say Mehdi's training was highly appreciated by our clients as he was able to exhibit in full display his vast knowledge as a Data professional. I would highly recommend him to anyone looking for a top tier training expert."
"Not only knowledgeable but also having hands dirty on what he knows Friendly and building networks quickly."
"I had the pleasure of working with Mehdi together on some high-level initiatives such as the Petronas data scientist program and Shell's project to become a data-driven organization. During these projects, Mehdi received numerous accolades for his ability to share his knowledge and mentor up-and-coming data scientists. Based on our shared experiences, I have no hesitation in recommending Mehdi for any project or position he may be considered for."
Corporate Pricing
Pax:
Training Provider Pricing
Pax:
Features
Target Audience
Methodologies
Subsidies

Ratings and Reviews
Instructor
Courses you may like
FAQ
Frequently Asked Questions About This Course
- Public pricing: applies for individuals signing up from different companies.
- Corporate pricing: applies if a company wants to have an intake for its employees only.
- Training provider pricing: applies only for other training providers looking to hire our trainers and use our content. Our content has a licensing fee.
We will keep you updated on the status of the intake after you enroll.
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