Jeopardy! Question Answering Bot
Create a bot that can answer questions in different fields of knowledge, using the Jeopardy! question-answering database. In 2011, IBM Watson beat people at this game. Can your QA bot do better?
Graduate
Chatbots with Python
4.336 hours674 learnersBeta
Gain hands-on experience in building AI-driven chatbots and dialogue systems, working with advanced models, and enhancing data representations for effective language understanding.
JetBrains AcademySee course content2 weeks ago last updated
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What you'll learn
- Gain practical skills in building and deploying AI-driven chatbots and dialogue systems, meeting the rising demand for such technology in various industries;
- Explore and work with advanced language models like T5 and BERT for tasks such as language translation and text classification;
- Develop machine translation systems to improve language translation and content localization;
- Design and implement context-aware embeddings for more effective language understanding and data representation;
- Apply machine learning techniques to dialogue systems, enhancing their ability to understand and respond to user inputs;
- Create voice assistants, expanding the scope of user interaction and automation.
Learn by doing
# 1
Apply knowledge into practice
You already know the theory. Now it's time to code like you do at work—in a professional IDE, with real project constraints, solving problems that actually matter. Welcome to software engineering as it should be.
# 2
Navigate complexity with surgical precision
Most developers waste months learning random concepts without seeing how they connect. Our interactive Knowledge Map fixes this. It shows exactly how every programming concept relates to others, helping you build a structured mental model of coding.
# 3
Copy the best. Then improve.
Here's what top engineers do that others don't: they study other people's code obsessively. When you get stuck on Hyperskill, you can explore solutions published by other developers. See their exact code. Understand their approach. Learn their tricks.
# 4
Code review that actually makes you better
We stripped code review down to what actually matters: does your solution work? Have you handled the edge cases? Is there a cleaner way to write this? Hyperskill acts like a competent reviewer who actually tests your code. Not genius-level analysis, not architecture debates — just solid feedback on making your code better.
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Master advanced engineering concepts through ambitious projects. Each project deepens your expertise and transforms you from an experienced engineer into an exceptional one.
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JetBrains Academy
JetBrains Academy is a part of JetBrains, a global software company specializing in the creation of intelligent, productivity-enhancing tools for software developers and teams. With years of expertise in software development and education, JetBrains Academy empowers more than a million people worldwide to learn and teach computer science, and help organizations inspire their teams to reach their goals in tech. Professional development tools play a big role in computer science education. This is why JetBrains Academy courses offer integration with JetBrains IDEs. This integration assists learners in getting experience with real development processes to streamline their learning curve at future work.
Your peers think Hyperskill rocks
11 months ago
Beyond prompt engineering, I had to understanding about how LLMs worked. This course guided me through the fundamental topics of NLP, which is basically the culmination of probability and parsing strings, and made me confident about me abilities to bend LLMs to my will.
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