# @udemy on YouTube

- **Type:** Video
- **Original URL:** https://youtube.com/watch?v=7x2YZhEj9Dw
- **Gondola URL:** https://gondola.cc/posts/72078266-udemy-youtube
- **Thumbnail:** https://img.gondola.cc/tr:w-,h-,fo-auto/postThumbnails/7a628755e4.jpg
- **Posted:** 2018-11-20T21:09:07.000+00:00
- **Account Owner:** Udemy (@udemy) — https://gondola.cc/udemy

## Caption

🚀 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:
📊 Basic and advanced neural network concepts (MLPs, CNNs, & RNNs)
💻 Hands-on coding with TensorFlow & Keras frameworks
🧠 Practical examples: Image recognition, sentiment analysis & more
⚖️ 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 Convolutional Neural Networks (CNNs) Explained
01:45:38 CNN Demo for Image Classification
02:01:34 Recurrent Neural Networks (RNNs) and LSTMs
02:13:00 IMDB Sentiment Analysis with RNNs
02:27:00 Ethics in Deep Learning
02:38:04 Final Project: Classifying Mammogram Masses
02:51:44 Instructor Solution & Where to Learn More

🔗 Resources:
Course: https://www.udemy.com/course/data-science-and-machine-learning-with-python-hands-on
Instructor: https://www.udemy.com/user/frank-kane-2/
Explore Data Science Courses: https://www.udemy.com/topic/data-science/

💬 Comment which neural network excites you most, and don’t forget to like & subscribe for more tutorials! 🛎️

#DeepLearningTutorial #PythonMachineLearning #NeuralNetworksExplained #AIandEthics #TensorFlowTutorial

## Stats

- **Views:** 212,797
- **Likes:** 2,959
- **Shares:** 0
- **Comments:** 73

## Credits

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## Tags

tensorflowtutorial, neuralnetworksexplained, pythonmachinelearning, aiandethics, deeplearningtutorial

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