Machine Learning Foundations

Learn the fundamentals of machine learning and build machine learned models using TensorFlow in this comprehensive free training course from Google. Master essential concepts starting with the basics of machine learning, then progress through computer vision by constructing neural networks and implementing convolutional neural networks for real-world image classification tasks. Explore advanced techniques including convolutions, pooling, image augmentation, and overfitting prevention while working on practical projects like classifying cats and dogs. Dive into natural language processing fundamentals covering tokenization, sequencing APIs, and build practical applications including a sarcasm classifier. Gain hands-on experience with TensorFlow through guided instruction from Laurence Moroney, developing skills in both computer vision and NLP domains essential for modern machine learning applications.