Artificial Intelligence and Machine Learning Fundamentals
Who is this course for
Software Developers: Looking to enrich projects with AI capabilities.
Aspiring Data Scientists: Interested in mastering ML fundamentals.
Tech Enthusiasts: Wanting to build real-world AI-powered applications.
Course Overview
Artificial Intelligence and Machine Learning Fundamentals offers a project-based approach to mastering AI essentials using Python. Starting with core concepts like AI search algorithms and continuing through regression, classification, and clustering, you’ll learn how to apply these techniques in real-world scenarios.
Led by Zsolt Nagy, a seasoned engineering manager with experience in ad tech and AI strategy, this course is designed for developers and data scientists seeking to future-proof their skill set. Through practical examples, you’ll also dive into neural networks and understand how modern computing power accelerates deep learning.
By the end of this course, you’ll be fully equipped to develop intelligent systems and apply your knowledge to build AI-powered solutions from scratch.
What You'll Learn
- Solid foundation in artificial intelligence principles and applications.
- Practical experience implementing AI using Python.
- Skills in regression, classification, clustering, and predictive analytics.
- Ability to build decision trees, use random forests, and perform deep learning tasks.
- Exposure to real-world datasets and hands-on development.
