Introduction to Machine Learning Fundamentals
This workshop will introduce students to the key concepts of machine learning, artificial intelligence, computer science, data mining, and natural language processing. By the end, students will have the skills to develop algorithms and create a simple game using these techniques.
About the Workshop
This workshop will provide students with a comprehensive introduction to the world of machine learning and artificial intelligence. Over the course of the workshop, students will learn about the key concepts and techniques used in these fields, including computer science, data mining, and natural language processing. In addition to gaining a strong theoretical understanding of these topics, students will be able to:
- Understand the fundamental principles of machine learning and artificial intelligence
- Learn key techniques and tools used in computer science, data mining, and natural language processing
- Develop algorithms and create a simple game using these techniques
- Gain a solid foundation in the concepts and applications of machine learning and artificial intelligence
Reviews
C++ Data Structures and Game Design
In this workshop, students will gain a solid understanding of C++ programming as an object-oriented language with modern features. In addition to learning the basic concepts of C++, students will be able to apply their knowledge by designing and creating real-world applications.
Programming Fundamentals in Java
Through a combination of lectures and hands-on exercises, students with little-to-no coding experience will learn the basics of Java, including variables, data types, Strings, conditionals, iteration, and functions.
Web Development with HTML, CSS, and JS
In this workshop, students will learn the basics of web development using HTML, CSS, and JavaScript. Students will create and edit web pages using basic HTML tags and syntax, use CSS to style and layout web pages, and use JavaScript to add simple interactivity to web pages.