iD Tech: Machine Learning & Data Science Academy with Python

This machine learning summer camp is part of an intensive 2-week program running Monday through Friday (overnight at most locations with the option to stay the weekend within the two weeks). Explore advanced Python programming concepts through cryptography, such as complex puzzles and ciphers, and work with industry-standard tools to build neural networks.

Start with Python to design logic-based programs and sharpen your coding skills. Then, discover principles of modern cybersecurity and program algorithms to see how time-proven methods of cryptography, security, and encryption are still protecting information in the digital age. Building on your knowledge, you’ll learn how to turn numbers, text, images, and sounds into a scrambled stream—and put them all back together again. After you've received your security clearance, dive into navigating deep-learning methods with a machine learning model. You’ll utilize the Keras API developed by Google as you tweak your model and process data outputs to see your model’s learning improve alongside you. Furthermore, test your data science skills by collecting your own data to perform sentiment analysis. You can develop multiple neural networks from the ground up, like a text-driven recipe generator, and watch them learn in real time. Find your voice in this advancing computer science field!

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