Coursera-Deep-Learning-Specialization
Course website: https://www.coursera.org/specializations/deep-learning
Offered by deeplearning.ai
Lecture Notes
Notes include the important points from lectures, quizzes, and assignments, not including any answers.
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Course 1: Neural Networks and Deep Learning
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Week 1: Introduction to Deep Learning
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Week 2: Neural Networks Basics
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Week 3: Shallow Neural Network
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Week 4: Deep Neural Networks
Course 2: Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
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Week 2: Optimization Algorithms
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Week 3: Hyperparameter Tuning, Batch Normalization and Programming Frameworks
Course 3: Structuring Machine Learning Projects
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Week 1: Machine Learning Strategy (1)
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Week 2: Machine Learning Strategy (2)