![]() ![]() I see people using the term "artificial intelligence" without realising fully what it means - particular the difference between strong and weak AI. I do think however, that it can be misunderstood. ![]() AI has completely changed the world and has the potential to continually do so. Professional Certificate in Computer Science for Artificial IntelligenceĪI is the ability of a machine to display human-like capabilities such as reasoning, learning, planning and creativity. Graph Search Algorithms, Knowledge Representation, Logical Inference, Probability, Machine Learning Professional Certificate in Computer Science for Game DevelopmentĬS50's Introduction to Artificial Intelligence with Python Professional Certificate in Computer Science for Mobile AppsĢD and 3D Graphics, Animation, Sound, Collision Detection, Unity, LOVE 2D Professional Certificate in Computer Science for Web ProgrammingĬS50's Mobile App Development with React NativeĬomponents, Props, State, Views, Navigation, User Input, Performance, Shipping, Testing Git, Models, Migration, User Interfaces, Testing, CI/CD, Scalability, Security $90 EdX (What I paid, might have changed)ĬS50's Web Programming with Python and JavaScript LevelĪbstraction, Algorithms, Data Structures, Encapsulation, Software Engineering, and Web DevelopmentĬ, Python, SQL, and JavaScript plus CSS and HTML CS50 in collaboration with EdX offers a few different 'pathways' as outlined below. In covering programming, web development, probability, machine learning and artificial intelligence you have the foundation to enter a number of career paths including Software Engineer and Data Scientist roles. Both of these courses combined make for a solid introduction to Computer Science. If you've already achieved a verified certificate for CS50 Introduction to Computer Science (I completed this in 2018 and loved the course) then after completing this course in AI you in turn complete the Professional Certificate in Computer Science for Artificial Intelligence. This might be worthwhile if you are wanting to show to an employer or talk about in an interview. □ You can also choose to pay £145 (at the time of writing) to get a verified certificate from EdX. A nice recognition of the hard work put in to get it. The course is free and if you submit and receive a score of at least 70% on each of this course’s projects, you will be eligible for a free certificate like the one below. The only prerequisites for the course are either taking the CS50 Introduction to Computer Science course or prior programming experience in Python. The suggested completion time is seven weeks, at between ten to thirty hours per week. The lectures and projects cover key AI concepts such as search, knowledge, uncertainty, optimisation, machine learning, neural networks and natural language processing. The course contains seven lectures, twelve projects and seven quizzes. By course’s end, students emerge with experience in libraries for machine learning as well as knowledge of artificial intelligence principles that enable them to design intelligent systems of their own. Through hands-on projects, students gain exposure to the theory behind graph search algorithms, classification, optimization, reinforcement learning, and other topics in artificial intelligence and machine learning as they incorporate them into their own Python programs. So what is CS50 AI all about?ĬS50's Introduction to Artificial Intelligence (AI) with Python explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. Spoiler alert, when outlining the projects for each week I may include example code, you might want to skip over these parts if you're taking the course yourself. This article covers the concepts of Artificial Intelligence (AI) introduced in Harvard's CS50 Introduction to Artificial Intelligence with Python course, along with a review of the course itself, what I learned from it, and helpful advice if you're looking to start it yourself. ![]()
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