Learn AI Safety and Stop Skynet [Free 8-hour Course on Python Machine Learning]

Here are this week's five freeCodeCamp resources that are worth your time: 1. For decades, Hollywood has created nightmare scenarios around AI destroying humanity. The Terminator, The Matrix, and most recently Ex Machina. Of course, we've already been using primative forms of AI for decades. It already powers many of the systems we rely on as a society. So how can we make new AI systems as safe as possible? Well, this freeCodeCamp course taught by the founder of Safe.AI will walk you through key concepts like Anomaly Detection, Interpretable Uncertainty, Black Swan Robustness, and Detecting Emergent Behavior. If you're serious about working on AI as a developer, this course should be required viewing. Take lots of notes and share it with your friends. (8 hour YouTube course): 2. One unambiguously good way to use AI is to help doctors detect diseases like cancer. This course is taught by New York City physician and programmer Dr. Jason Adleberg. In it, he'll share how he uses Machine Learning to help identify diseases. He'll show you how to use Python TensorFlow to prepare data, train your model, and evaluate its performance. If you're interested in the overlap between AI and medicine, this course is for you. (1 hour YouTube course): 3. Computers have been able to add numbers for more than 100 years. But today we're going to add numbers the hard way: by training a neural network to do it. This tutorial will teach you some Python Machine Learning concepts in the context of a very simple problem: adding 1 plus 1. (10 minute read): 4. Higher-Order Components are a powerful feature of the React JavaScript Library. You can use HOCs to take one React component and wrap it in another, returning a new component. These make your React code more flexible, more reusable, and easier to maintain. This tutorial will show you how to build your first HOC, and explain what's happening under the hood. (15 minute read): 5. I just published my sixth episode of The freeCodeCamp Podcast. This week I talked with Sasha Sheng about how she got laid off from a Big Tech company, then dusted herself off and won a bunch of AI hackathons around San Francisco. And last week I met with one-and-only Shawn “Swyx” Wang to talk about his new AI Engineering projects, and where he thinks all this is heading. Search freeCodeCamp in your podcast player of choice, download some of the episodes, and tell your friends. I'll keep these interviews coming every Friday. If you're finding these open learning resources to be helpful for you and your family, then turn around and support our work. We're a 501(c)(3) public charity and your donations may be tax-deductible. Our mission is very much a labor of love, and we can use all the help we can get: Quote of the Week: “The genie is out of the bottle. We need to move forward on artificial intelligence development, but we also need to be mindful of its very real dangers.” — Stephen Hawking, Theoretical Physicist, way back in 2017 Until next week, happy coding. -- Quincy Larson Teacher and founder of freeCodeCamp.org If these aren't worth your time, you can turn them off: