GPT Foundations: Building AI-Powered Apps
With Denys Linkov
Liked by 67 users
Duration: 1h 11m
Skill level: Beginner
Released: 7/11/2025
Course details
Description
What is this course about?
In this course, ML expert Denys Linkov dives into the world of generative AI, focusing on ChatGPT from OpenAI. Explore the building blocks of large language models, discover how ChatGPT works, and learn to harness its potential by creating custom apps. Develop hands-on skills such as crafting precise prompts, utilizing ChatGPT's Playground, and building successful generative AI apps with tools like Voiceflow. Engage in practical challenges and exercises to gain proficiency in creating chatbots that can process orders, remember user information, and deliver a seamless e-commerce experience. When you complete this course, you will have a personalized AI bot that enhances user interaction on platforms like the Big Star Collectibles website.Instructor
Who teaches this course?
Denys Linkov is Head of ML at Wisedocs. Denys leads efforts in natural language understanding, generative natural language processing, MLOps, and conversational data discovery and augmentation.Objectives
What will I be able to do by the end of this course?
- Explain the purpose and functionality of ChatGPT and GPT models, and identify their common characteristics as large language models.
- Describe how large language models like GPT models are trained, their origins, and the significance of the Transformer model.
- Apply prompting techniques to interact with GPT models for tasks such as content generation, problem solving, and information retrieval.
- Develop effective prompt strategies, including instructional prompts to refine and control outputs.
- Extract structured data from unstructured text using key-value prompt patterns.
- Classify user inputs and maintain conversational context in chatbot applications.
- Create multi-step chatbot workflows using prompt chaining to handle complex scenarios.
- Design and implement custom chatbot interfaces using tools like Voiceflow.
- Integrate and deploy conversational AI assistants on websites for real-world use cases.
- Evaluate chatbot performance for accuracy, usability, and overall user experience.
Audience
Who is this course for?
- Aspiring app developers
- AI enthusiasts
- Beginners looking to implement GPT models
- Digital product managers
Prerequisites
What do I need to know before taking this course?
- Basic understanding of AI models (beneficial, but not essential)
- Familiarity with chat interfaces and ecommerce concepts (helpful for project work)
- No advanced technical background required
Skills you’ll gain
Earn a sharable certificate
Share what you’ve learned, and be a standout professional in your desired industry with a certificate showcasing your knowledge gained from the course.
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Showcase on your LinkedIn profile under “Licenses and Certificate” section
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Download or print out as PDF to share with others
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Share as image online to demonstrate your skill
Meet the instructor
Learner reviews
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Bogdan ( Dan ) Droba
Bogdan ( Dan ) Droba
Artificial Intelligence Consultant | Data Analytics, Cloud-based AI tools
Contents
What’s included
- Practice while you learn 1 exercise file
- Learn on the go Access on tablet and phone
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