Guided by real-world programming examples in TensorFlow and PyTorch, you’ll master neural network fundamentals, convolutional and recurrent architectures, and cutting-edge topics like transformers, large language models, and multimodal AI. By the end of this specialization, you’ll be equipped to build, train, and deploy deep learning models for image classification, language translation, and more—while understanding the ethical considerations essential for responsible AI innovation.
What you'll learn
understand neural network fundamentals
create deep learning models for image classification
implement language translation systems
explore advanced architectures like transformers
consider ethical implications in AI
Course objectives
equip learners to build, train, and deploy deep learning models
provide real-world programming experience
foster an understanding of cutting-edge AI technologies