Image Understanding: Instructional Materials

Learn Python AI for Image Recognition & Fraud Detection


A wildly successful Kickstarter funded this Mammoth Interactive course. "It's simple and relaxing-- just what the doctor ordered." Enroll now to learn in-demand skills that employers are seeking. Data scientists make an average of $120,000 annually. With this course we will help get you there!

Image Recognition TensorFlow


Our brains make vision seem easy. It doesn't take any effort for humans to tell apart a lion and a jaguar, read a sign, or recognize a human's face. But these are actually hard problems to solve with a computer: they only seem easy because our brains are incredibly good at understanding images. In the last few years, the field of machine learning has made tremendous progress on addressing these difficult problems. In particular, we've found that a kind of model called a deep convolutional neural network can achieve reasonable performance on hard visual recognition tasks -- matching or exceeding human performance in some domains.