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πŸš€ Ready to dive into deep learning? This hands-on tutorial is perfect for beginners and intermediate learners seeking to master neural networks, AI techniques, and real-world applications using Python! 🌟 What you'll learn in this video: πŸ“Š Basic and advanced neural network concepts (MLPs, CNNs, & RNNs) πŸ’» Hands-on coding with TensorFlow & Keras frameworks 🧠 Practical examples: Image recognition, sentiment analysis & more βš–οΈ Ethical AI design: Avoiding biases & building responsible AI systems Timestamps 00:00:00 Why Deep Learning Matters 00:02:10 Key Math Foundations (Gradient Descent, AutoDiff, Softmax) 00:10:31 Neural Networks & Multi-Layer Perceptrons Explained 00:21:52 TensorFlow Playground: Visualizing Learning 00:33:53 Backpropagation and Activation Functions 00:43:15 Intro to TensorFlow: Graphs, Sessions & Tensors 00:58:39 MNIST Handwriting Recognition in TensorFlow 01:07:06 Visualizing Neural Network Inputs 01:23:02 Rebuilding MNIST Classifier with Keras 01:36:15 Convolutio...
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