TensorFlow 2 Beginner Course

Learn TensorFlow 2 fundamentals through this comprehensive beginner course covering essential machine learning concepts and practical implementations. Master tensor operations and build your first neural networks while exploring key architectures including convolutional neural networks (CNNs) for image processing and recurrent neural networks (RNNs, LSTMs, and GRUs) for sequential data. Develop hands-on experience through complete project walkthroughs including linear regression modeling, image classification of Lego Star Wars minifigures, and natural language processing for text classification. Discover advanced techniques such as transfer learning to leverage pre-trained models and explore the Functional API for creating multi-output neural network architectures. Gain practical skills in model persistence by learning to save and load trained models for future use. Progress from basic installation and tensor manipulation to implementing sophisticated deep learning solutions across computer vision and natural language processing domains.