Data scientists use machine learning to make breakthroughs in the future of technology—from facial recognition to voice assistants like Siri or humanoid robots at Hanson Robotics. In this academy experience, you’ll delve into the complexities of data science and neural networks.
Start with advanced Python concepts to sharpen your coding skills through cryptography. You’ll develop logic-based programs, such as solving complex puzzles and ciphers. Then, build and train machine learning models with Google’s Teachable Machine to explore how AI learns in a fun, visual way. Utilize custom datasets to create image classification models like a sign language translator, emotion detector, or virtual drawing game. Guided by live instructors, you’ll uncover key machine learning concepts through hands-on projects and thoughtful discussions around ethics, privacy, and responsible design. Through this, you’ll explore data science fundamentals by visualizing data, identifying patterns, and applying algorithms with essential tools like TensorFlow and Keras. Then, collaborate with your peers and culminate your work in a data-driven final project.
You’ll experiment with techniques like text classification and data analysis to model predictions for real-world scenarios, such as building an all-star sports team on a limited budget. Develop your voice in this advancing computer science field!