Modern methods of artificial intelligence

Why take this course

If you want to discover the latest artificial intelligence methods and learn how to apply them in practice, this training is for you. You will explore tools that are revolutionizing data analysis, business process automation, and content generation. By the end of this training, you will gain tangible skills and understand how AI can truly support your business.

What you'll learn

• Discover which AI approaches are currently most effective for data analysis, business process automation, and content generation.
• How modern AI methods work and how to create and apply them in your business.
• Master practical examples of AI applications.
• Build and train a model identical to ChatGPT from scratch (on a smaller scale).
• To effectively use various environments and technologies, including GNU R, Python, PyTorch, TensorFlow, and Keras.

Certification & Exam

Upon completing the training, you will receive a personal certificate confirming your skills in modern artificial intelligence methods. There is no final exam—all you need is active participation in the classes.

Who is this course for

This course is designed for specialists and those who work with specialists who want to better understand modern AI technologies, methods, and their applications. This workshop provides a hands-on experience, allowing you to implement the discussed methods yourself using dedicated case studies and selected technologies.

Topics covered

• A brief intro to AI
• Artificial intelligence, machine learning, statistical data analysis
• Problems and models
  • Classical AI
  • Modern AI
  • Predictive methods in AI
  • Artificial neural networks and their (numerous) variants and extensions
  • AI technologies and tools
  • Deep Learning (deep learning)
  • Analysis of structured numerical data, text data, images and audio
  • Generative AI (text, image, sound)
  • Reinforcement learning and its applications