Deep Learning

Issued on April 2024

Institute: Coursera

University: DeepLearning.AI (Not a university, but the organisation that created the course)

Valid certificate ID: XJU48JUDS5DU

Certificate link

• Completed all 5 courses of the Deep Learning Specialization.
• Built neural network architectures such as Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, Transformers, and learned how to make them better with strategies such as Dropout, BatchNorm, and Xavier/He initialization.
• Mastered the theoretical concepts, learned their industry applications using Python and TensorFlow, and tackled real-world cases such as speech recognition, music synthesis, chatbots, machine translation, natural language processing, and more.
• Familiar with the capabilities and challenges of deep learning.

Courses

• Neural Networks and Deep Learning
• Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
• Structuring Machine Learning Projects
• Convolutional Neural Networks
• Sequence Models