Coursera
Embark on a comprehensive introduction to Python programming designed for beginners. This course covers essential skills like algorithmic thinking, Python syntax, code testing, debugging techniques, and modular code development. Ideal for those new to coding who aspire to build a career in software engineering, web development, or data science.
Coursera
Dive into the fundamentals of Java programming with this structured course designed for beginners. Learn essential concepts such as syntax, control structures, classes, and objects over three comprehensive modules. Perfect for those new to coding who want to build a strong foundation in Java.
Coursera
Dive deep into the world of optimization with our 'Approximation Algorithms and Linear Programming' course. Master advanced techniques in problem-solving by converting algorithmic challenges into linear and integer programming formulations. Perfect for those looking to enhance their skills in resource management, scheduling, and complex decision-making processes.
Coursera
Dive into the world of ethical considerations surrounding artificial intelligence and professional behavior with our exclusive online course. This engaging sequence examines how computing technologies influence daily life, from communication to healthcare. Learn about algorithmic bias in machine learning methods, professional ethics, and navigate through critical issues in the tech workplace. Equip yourself with the knowledge to make informed decisions and contribute positively to the evolving digital landscape.
Coursera
Discover the fundamentals of geometric algorithms in this comprehensive online course. Gain expertise in designing and analyzing geometric algorithms and data structures crucial for handling spatial data in various application areas such as robotics, computer graphics, and more. Enhance your skills with practical examples and real-world problem-solving techniques.
EdX
Dive into the intricate world of Algorithms with 'Design and Analysis, Part 2'. This self-paced course is designed for those who have a basic grasp of programming and wish to delve deeper into advanced algorithmic concepts and techniques. Learn from experts at edX and apply your knowledge to real-world scenarios.
EdX
Dive into Advanced Linear Algebra: Foundations to Frontiers (ALAFF) and elevate your understanding of linear algebra's role in computing and data science. This course will equip you with advanced knowledge, practical skills in algorithm implementation, and insights into the nuances of floating-point arithmetic.
EdX
Expand your understanding of computer science fundamentals by diving into the world of objects and algorithms in Python. This comprehensive course is designed for those who have completed introductory courses and are ready to advance their knowledge. Learn about object-oriented programming, recursion, and various search and sort algorithms to develop more efficient and intuitive programs.
Coursera
In this final course of the Reinforcement Learning specialization, you will synthesize your acquired knowledge to build a complete reinforcement learning (RL) system. By tackling a real-world problem, you'll learn how each component—problem formulation, algorithm selection, parameter tuning, and representation design—works together in a cohesive solution. This capstone project requires you to create both the environment simulating your problem and an RL agent with neural network function approximation. You will also conduct a scientific study of your learning system, enhancing your ability to assess the robustness of RL agents.