Generative AI for Software Development is open for enrollment!
Skills:
AI Systems Design80%
Enroll now: https://bit.ly/4gAPuuO
“Generative AI is not just a tool for creating content faster. It's a paradigm shift in how you can approach problems and solutions in software development. It offers a way to automate and enhance creativity, reducing the time from concept to product. Whether you're building enterprise applications or indie games, understanding generative AI will give you a significant edge.” – Laurence Moroney, AI luminary and instructor for Generative AI for Software Development
This new skill certificate, launching today, equips you with practical AI tools and techniques to add to your software development skillset. Through three comprehensive courses, you'll learn to leverage the potential of generative AI across the entire development lifecycle.
Introduction to Generative AI for Software Development:
- Use LLMs for code analysis, dramatically reducing critical bugs
- Optimize algorithms with AI, turning O(n^2) solutions into O(n log n) efficiency
- Generate AI-powered test suites that uncover elusive edge cases
Team Software Engineering with AI:
- Create exhaustive test suites for complex scenarios, including concurrency and security issues
- Develop self-updating documentation systems that evolve with your code
- Implement AI-assisted performance profiling to supercharge your applications
AI-Powered Software and System Design:
- Explore Configuration-Driven Development for adaptive application creation
- Optimize complex database queries and system architectures
- Refactor monolithic applications into microservices with AI guidance
Throughout the program, you'll work on real-world projects, applying AI to solve practical software development challenges. You'll learn to use AI not just as a coding assistant, but as a collaborative partner in the entire development process - from initial design to testing and optimization.
This course is designed for developers at all levels, from students building their foundation to experienced prof
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Forward and Backward Propagation (C1W4L06)
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deeplearning.ai's Heroes of Deep Learning: Yuanqing Lin
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deeplearning.ai's Heroes of Deep Learning: Ruslan Salakhutdinov
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deeplearning.ai's Heroes of Deep Learning: Yoshua Bengio
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deeplearning.ai's Heroes of Deep Learning: Pieter Abbeel
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deeplearning.ai's Heroes of Deep Learning: Ian Goodfellow
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deeplearning.ai's Heroes of Deep Learning: Andrej Karpathy
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Using an Appropriate Scale (C2W3L02)
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Gradient Checking (C2W1L13)
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Gradient Checking Implementation Notes (C2W1L14)
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Learning Rate Decay (C2W2L09)
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Understanding Mini-Batch Gradient Dexcent (C2W2L02)
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Mini Batch Gradient Descent (C2W2L01)
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The Problem of Local Optima (C2W3L10)
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Exponentially Weighted Averages (C2W2L03)
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Tuning Process (C2W3L01)
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Understanding Exponentially Weighted Averages (C2W2L04)
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Bias Correction of Exponentially Weighted Averages (C2W2L05)
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Gradient Descent With Momentum (C2W2L06)
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Normalizing Activations in a Network (C2W3L04)
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Hyperparameter Tuning in Practice (C2W3L03)
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Adam Optimization Algorithm (C2W2L08)
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RMSProp (C2W2L07)
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Fitting Batch Norm Into Neural Networks (C2W3L05)
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Why Does Batch Norm Work? (C2W3L06)
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Batch Norm At Test Time (C2W3L07)
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Softmax Regression (C2W3L08)
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Deep Learning Frameworks (C2W3L10)
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Neural Network Overview (C1W3L01)
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Training Softmax Classifier (C2W3L09)
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Why Deep Representations? (C1W4L04)
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Gradient Descent For Neural Networks (C1W3L09)
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Neural Network Representations (C1W3L02)
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TensorFlow (C2W3L11)
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Activation Functions (C1W3L06)
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Explanation For Vectorized Implementation (C1W3L05)
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Getting Matrix Dimensions Right (C1W4L03)
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Understanding Dropout (C2W1L07)
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Building Blocks of a Deep Neural Network (C1W4L05)
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Why Non-linear Activation Functions (C1W3L07)
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Computing Neural Network Output (C1W3L03)
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Backpropagation Intuition (C1W3L10)
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Train/Dev/Test Sets (C2W1L01)
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Deep L-Layer Neural Network (C1W4L01)
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Random Initialization (C1W3L11)
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Other Regularization Methods (C2W1L08)
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Normalizing Inputs (C2W1L09)
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Derivatives Of Activation Functions (C1W3L08)
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Parameters vs Hyperparameters (C1W4L07)
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Vectorizing Across Multiple Examples (C1W3L04)
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What does this have to do with the brain? (C1W4L08)
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Dropout Regularization (C2W1L06)
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Vanishing/Exploding Gradients (C2W1L10)
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Basic Recipe for Machine Learning (C2W1L03)
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Bias/Variance (C2W1L02)
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Forward Propagation in a Deep Network (C1W4L02)
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Weight Initialization in a Deep Network (C2W1L11)
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Numerical Approximations of Gradients (C2W1L12)
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Regularization (C2W1L04)
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Why Regularization Reduces Overfitting (C2W1L05)
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