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Advanced ChatGPT Development

In this 3-day advanced course, participants will delve deeper into the world of ChatGPT development, exploring sophisticated techniques and strategies to create cutting-edge AI-driven applications....

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By Request
$3,000 USD
Duration 3 days
Course Code ADV-CGPT-DEV
Available Formats Classroom

Overview

In this 3-day advanced course, participants will delve deeper into the world of ChatGPT development, exploring sophisticated techniques and strategies to create cutting-edge AI-driven applications. The course will cover advanced topics such as fine-tuning ChatGPT, multi-model integration, handling complex dialogues, and advanced prompt engineering. Participants will also learn to address challenges related to scalability, content safety, and ethical considerations in AI-driven applications. Through hands-on exercises, in-depth case studies, and expert-led discussions, participants will gain the knowledge and skills required to push the boundaries of what's possible with large language models like ChatGPT and develop innovative, high-impact AI solutions.

Skills Gained

  • Master advanced techniques for customizing and optimizing ChatGPT-driven applications
  • Implement sophisticated prompt engineering strategies for complex use cases
  • Leverage multi-model integration to enhance AI-driven applications
  • Address scalability and performance challenges in ChatGPT-driven applications
  • Develop a deep understanding of content safety, fairness, and ethical considerations in advanced AI-driven applications

Who Can Benefit

Experienced Python developers, AI/ML engineers, and professionals who have already worked with large language models like ChatGPT and seek to deepen their expertise in building advanced AI-driven applications

Prerequisites

  • Strong understanding of AI and machine learning concepts
  • Proficiency in Python programming
  • Prior experience in building applications using large language models like ChatGPT
  • Familiarity with natural language processing (NLP) techniques and tools
  • Familiarity with natural language processing (NLP) techniques and tools

Course Details

Throughout the course, participants will engage in hands-on exercises, in-depth case studies, and expert-led discussions to reinforce learning and encourage collaboration among peers. The capstone project at the end of the course will provide an opportunity for participants to showcase their advanced skills and expertise by developing a complex, custom AI-driven application using ChatGPT.

By the end of this advanced course, participants will have mastered the intricacies of ChatGPT development and gained a deep understanding of the advanced techniques and strategies required to create cutting-edge AI-driven applications. They will leave the course with the expertise to push the boundaries of what's possible with large language models like ChatGPT, developing innovative, high-impact AI solutions for a wide range of domains and industries.

Day 1

Module 1: Advanced Fine-Tuning Techniques for ChatGPT

  • In-depth exploration of fine-tuning strategies and best practices
  • Techniques for optimizing fine-tuned models for specific use cases
  • Hands-on exercise: Fine-tuning ChatGPT for a custom AI solution

Module 2: Handling Complex Dialogues and Context

  • Strategies for managing context and maintaining consistency in AI-driven conversations
  • Techniques for handling complex, multi-turn dialogues
  • Hands-on exercise: Implementing complex dialogue management in a ChatGPT-driven application

Day 2

Module 3: Advanced Prompt Engineering and AI-Generated Content Optimization

  • Techniques for designing and refining prompts for advanced use cases
  • Strategies for optimizing AI-generated content quality, creativity, and relevance
  • Hands-on exercise: Developing advanced prompts for a complex AI-driven application

Module 4: Multi-Model Integration for Enhanced AI-Driven Applications

  • Combining ChatGPT with other AI models and services to create multi-faceted applications
  • Strategies for integrating NLP, computer vision, and other AI technologies
  • Hands-on exercise: Integrating multiple AI models in a ChatGPT-driven application

Day 3

Module 5: Scalability and Performance Optimization for ChatGPT-Driven Applications

  • Techniques for addressing scalability and performance challenges
  • Strategies for optimizing API usage and handling rate limits
  • Hands-on exercise: Enhancing the performance of a ChatGPT-driven application

Module 6: Addressing Content Safety, Fairness, and Ethical Considerations (4 hours)

  • In-depth exploration of content safety and ethical guidelines for AI-driven applications
  • Techniques for identifying and mitigating biases in AI-generated content
  • Hands-on exercise: Evaluating and improving content safety and fairness in a ChatGPT-driven application

Module 7:Capstone

  • Participants will apply the advanced concepts and techniques learned throughout the course to develop a sophisticated AI-driven application using ChatGPT
  • Presentation and discussion of capstone projects
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Schedule

Upcoming Course Dates

There are currently no scheduled dates for this course. If you are interested in this course, contact us with the form below.

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FAQ

Does the course schedule include a Lunchbreak?

Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.

What languages are used to deliver training?

Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.

What does GTR stand for?

GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.

Does Ascendient Learning deliver group training?

Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.

What does vendor-authorized training mean?

As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.

Is the training too basic, or will you go deep into technology?

It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.

How up-to-date are your courses and support materials?

We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.

Are your instructors seasoned trainers who have deep knowledge of the training topic?

Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.

Do you provide hands-on training and exercises in an actual lab environment?

Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.

Will you customize the training for our company’s specific needs and goals?

We will work with you to identify training needs and areas of growth.  We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.

How do I get started with certification?

Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact info@ascendientlearning.com.

Will I get access to content after I complete a course?

You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.

How do I request a W9 for Ascendient Learning?

View our filing status and how to request a W9.

Reviews

The course was informative, and I learnt a new skill. The instructor was up to the point.

I was very pleased with the course setup by ExitCertified and the instructor.

vary good online learning. instructor is vary good the way he explained every thing.

Some Labs are very good but some steps it ask to update but its already updated, but overall its very good training.

Quick to sign-up to course, and was able to garner some information from the course.