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Description You’re going to learn the most popular library to build networks and machine learning algorithms. In this hands-on, practical course, you will be working your way through with Python, Tensorflow, and Jupyter notebooks. What you will learn: Basics of Tensorflow Artificial Neurons Feed Forward Neural Networks Activations and Softmax Output Gradient Descent Backpropagation Loss Function MSE Model Optimization Cross-Entropy Linear Regression Logistic Regression Convolutional Neural Networks (with examples) Text and Sequence Data Recurrent Neural Networks (with examples) Neural Style Transfer (in progress) Who this course is for: You want to get into machine learning and artificial neural networks You already work in ML/AI and need to learn Tensorflow You are a student, know some coding, and want to get into machine learning Requirements You should know Python programming, have basic math knowledge, and basic concepts of machine learning before enrolling. Last Updated 12/2020
Filename Size .pad/0 427.5 KB .pad/1 327.1 KB .pad/10 200 KB .pad/11 151.9 KB .pad/12 208.1 KB .pad/13 150.4 KB .pad/14 296.7 KB .pad/15 266.9 KB .pad/16 14 KB .pad/17 221.8 KB .pad/18 508.9 KB .pad/19 112.1 KB .pad/2 323.5 KB .pad/20 506.3 KB .pad/21 461.4 KB .pad/22 246.3 KB .pad/23 125.9 KB .pad/24 228.7 KB .pad/25 222.6 KB .pad/26 372.1 KB .pad/27 16.1 KB .pad/28 16.2 KB .pad/29 410.8 KB .pad/3 390.7 KB .pad/30 366 KB .pad/31 321.3 KB .pad/32 232.2 KB .pad/33 316.7 KB .pad/34 355.7 KB .pad/35 298 KB .pad/36 341.1 KB .pad/4 204.7 KB .pad/5 101.1 KB .pad/6 210.1 KB .pad/7 160.5 KB .pad/8 103.7 KB .pad/9 480.2 KB TutsNode.com.txt 63 B [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/1. Artificial Neurons.mp4 29.8 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/1.1 Neural Networks and Tensorflow - 1 - Artificial Neurons - All Resources.doc 23.5 KB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/10. Linear Regression.mp4 93.1 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/11. Logistic Regression.mp4 86.8 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/12. Handwriting Recognition with MNIST.mp4 78.4 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/13. Convolutional Neural Networks - 1.mp4 56 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/14. Convolutional Neural Networks - 2.mp4 29.2 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/15. Convolutional Neural Networks - 3.mp4 53.8 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/16. Convolutional Neural Networks - 4.mp4 56.9 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/17. Convolutional Neural Networks - 5.mp4 50.3 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/18. Convolutional Neural Networks - 6.mp4 80.3 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/19. CNN and Cifar10 - 1.mp4 71.5 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/2. Feed Forward Networks and Activations.mp4 28.2 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/20. CNN and Cifar10 - 2.mp4 48.3 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/21. CNN and Cifar10 - 3.mp4 80.9 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/22. CNN and Cifar10 - 4.mp4 68.9 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/23. CNN and Cifar10 - 5.mp4 69.8 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/24. Tactics to Improve the Model.mp4 57.5 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/25. Text and Sequence Data - Intro.mp4 29.2 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/26. Recurrent Neural Networks - 1.mp4 46.5 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/27. Recurrent Neural Networks - 2.mp4 51.9 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/28. Recurrent Neural Networks - 3.mp4 61.7 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/29. Recurrent Neural Networks - 4.mp4 94.2 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/3. Softmax Output.mp4 25.7 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/30. Recurrent Neural Networks - 5.mp4 46 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/31. Recurrent Neural Networks - 6.mp4 63.2 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/32. Recurrent Neural Networks - 7.mp4 64.9 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/33. Recurrent Neural Networks - 8.mp4 78.8 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/4. Gradient Descent.mp4 54 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/5. Backpropagation.mp4 33.7 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/6. Basics of TensorFlow - 1.mp4 35.6 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/7. Basics of TensorFlow - 2.mp4 57 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/8. Computational Graph, Ops, Sessions, Placeholders.mp4 57.3 MB [TutsNode.com] - Neural Networks with Tensorflow/1. Lessons/9. Loss Function, MSE, Cross Entropy.mp4 47.6 MB [TutsNode.com] - Neural Networks with Tensorflow/2. In Progress/1. Neural Style Transfer with VGG19 - 1.mp4 45.6 MB [TutsNode.com] - Neural Networks with Tensorflow/2. In Progress/2. Neural Style Transfer with VGG19 - 2.mp4 66.8 MB [TutsNode.com] - Neural Networks with Tensorflow/2. In Progress/3. Neural Style Transfer with VGG19 - 3.mp4 122 MB [TutsNode.com] - Neural Networks with Tensorflow/2. In Progress/4. Neural Style Transfer with VGG19 - 4.mp4 95.7 MB [TutsNode.com] - Neural Networks with Tensorflow/3. Conclusion/1. Get in Touch.mp4 1.3 MB [TutsNode.com] - Neural Networks with Tensorflow/3. Conclusion/1.1 Conclusion - More Resources.doc 29.5 KB