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9. Appendix/2. Windows-Focused Environment Setup 2018.mp4 195.4 MB
7. Bonus Class Activation Maps/2. Class Activation Maps (Code).mp4 109.9 MB
8. Basics Review/2. (Review) Tensorflow Neural Network in Code.mp4 102.0 MB
8. Basics Review/1. (Review) Tensorflow Basics.mp4 85.5 MB
9. Appendix/7. Proof that using Jupyter Notebook is the same as not using it.mp4 82.1 MB
8. Basics Review/4. (Review) Keras Neural Network in Code.mp4 69.4 MB
7. Bonus Class Activation Maps/1. Class Activation Maps (Theory).mp4 56.0 MB
9. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 46.0 MB
9. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 40.9 MB
8. Basics Review/5. (Review) Keras Functional API.mp4 40.5 MB
3. VGG and Transfer Learning/3. Transfer Learning.mp4 40.0 MB
9. Appendix/12. What order should I take your courses in (part 2).mp4 39.4 MB
9. Appendix/11. What order should I take your courses in (part 1).mp4 30.8 MB
8. Basics Review/3. (Review) Keras Discussion.mp4 29.0 MB
5. Object Detection (SSD)/8. Modifying SSD to work on Video.mp4 26.0 MB
9. Appendix/5. How to Code by Yourself (part 1).mp4 25.7 MB
6. Neural Style Transfer/2. Style Transfer Theory.mp4 20.9 MB
2. Review/1. Review of CNNs.mp4 19.4 MB
5. Object Detection (SSD)/7. SSD in Tensorflow.mp4 18.3 MB
6. Neural Style Transfer/5. Code pt 2.mp4 16.5 MB

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[FreeAllCourse.Com] Udemy - Deep Learning Recurrent Neural Networks in Python

8. Appendix FAQ/3. Windows-Focused Environment Setup 2018.mp4 195.5 MB
7. Basics Review/4. (Review) Tensorflow Neural Network in Code.mp4 102.1 MB
7. Basics Review/1. (Review) Theano Basics.mp4 98.0 MB
7. Basics Review/2. (Review) Theano Neural Network in Code.mp4 91.3 MB
7. Basics Review/3. (Review) Tensorflow Basics.mp4 85.4 MB
8. Appendix FAQ/9. Proof that using Jupyter Notebook is the same as not using it.mp4 82.1 MB
3. Recurrent Neural Networks for NLP/5. Generating Poetry in Code (part 1).mp4 55.0 MB
4. Advanced RNN Units/9. Learning from Wikipedia Data in Code (part 1).mp4 51.1 MB
3. Recurrent Neural Networks for NLP/8. Classifying Poetry in Code.mp4 48.1 MB
8. Appendix FAQ/4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 46.0 MB
8. Appendix FAQ/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 40.9 MB
2. The Simple Recurrent Unit/6. The Parity Problem in Code using a Feedforward ANN.mp4 40.2 MB
8. Appendix FAQ/10. BONUS Where to get Udemy coupons and FREE deep learning material.mp4 39.6 MB
8. Appendix FAQ/14. What order should I take your courses in (part 2).mp4 39.4 MB
2. The Simple Recurrent Unit/8. The Parity Problem in Code using a Recurrent Neural Network.mp4 39.3 MB
8. Appendix FAQ/13. What order should I take your courses in (part 1).mp4 30.8 MB
4. Advanced RNN Units/10. Learning from Wikipedia Data in Code (part 2).mp4 26.9 MB
4. Advanced RNN Units/2. RRNN in Code - Revisiting Poetry Generation.mp4 26.7 MB
8. Appendix FAQ/5. How to Code by Yourself (part 1).mp4 25.7 MB
2. The Simple Recurrent Unit/7. Theano Scan Tutorial.mp4 24.9 MB

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[FreeCourseSite.com] Udemy - Python 3 Deep Dive (Part 3)

2. Associative Arrays - Theory!/3. Hash Maps.mp4 484.6 MB
3. Dictionaries/10. Custom Classes and Hashing - Lecture.mp4 408.2 MB
7. Serialization and Deserialization/10. Custom JSON Decoding - Lecture.mp4 330.5 MB
6. Project 1/2. Project 1 - Solution.mp4 298.1 MB
7. Serialization and Deserialization/11. Custom JSON Decoding - Coding.mp4 281.6 MB
3. Dictionaries/2. Creating Dictionaries - Lecture.mp4 266.3 MB
1. Introduction/1. Course Overview.mp4 258.6 MB
5. Sets/2. Basic Set Theory.mp4 250.1 MB
3. Dictionaries/8. Updating, Merging, and Copying - Lecture.mp4 246.0 MB
7. Serialization and Deserialization/7. Custom JSON Encoding - Coding.mp4 232.4 MB
7. Serialization and Deserialization/8. Using JSONEncoder - Lecture.mp4 231.9 MB
7. Serialization and Deserialization/13. Using JSONDecoder - Coding.mp4 226.3 MB
9. Specialized Dictionaries/9. ChainMap - Lecture.mp4 221.6 MB
3. Dictionaries/6. Dictionary Views - Lecture.mp4 215.8 MB
9. Specialized Dictionaries/8. Counter - Coding.mp4 210.8 MB
7. Serialization and Deserialization/15. Marshmallow.mp4 198.8 MB
7. Serialization and Deserialization/9. Using JSONEncoder - Coding.mp4 196.4 MB
2. Associative Arrays - Theory!/4. Python Dictionaries.mp4 191.7 MB
5. Sets/16. Dictionary Views - Lecture.mp4 188.9 MB
5. Sets/3. Python Sets.mp4 178.4 MB

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~Get Your Course Here !/23 - Calculating Data In Tables.mp4 42.1 MB
~Get Your Course Here !/19 - Formatting Tables.mp4 36.7 MB
~Get Your Course Here !/07 - Preparing Data For Tables.mp4 32.4 MB
~Get Your Course Here !/27 - Tweaking Absolute References In Tables.mp4 31.6 MB
~Get Your Course Here !/28 - Working With Table Rows.mp4 30.7 MB
~Get Your Course Here !/17 - Filtering Table Records.mp4 30.3 MB
~Get Your Course Here !/31 - Removing Duplicates.mp4 29.3 MB
~Get Your Course Here !/22 - Creating Custom And Default Table Styles.mp4 28.6 MB
~Get Your Course Here !/08 - Creating Tables.mp4 27.9 MB
~Get Your Course Here !/10 - Naming Tables.mp4 25.7 MB
~Get Your Course Here !/21 - Modifying Table Style Options.mp4 25.4 MB
~Get Your Course Here !/16 - Sorting Table Records.mp4 25.3 MB
~Get Your Course Here !/03 - Learning The Way You Need.mp4 25.2 MB
~Get Your Course Here !/30 - Moving Tables.mp4 25.2 MB
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~Get Your Course Here !/18 - Using Slicers In Tables.mp4 21.8 MB
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~Get Your Course Here !/35 - What You Now Know.mp4 19.9 MB

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[FreeCourseSite.com] Udemy - Modern Deep Learning in Python

09 Project Facial Expression Recognition/028 Class-Based ANN in Theano.mp4 46.1 MB
10 Appendix/031 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 46.0 MB
09 Project Facial Expression Recognition/029 Class-Based ANN in TensorFlow.mp4 39.2 MB
07 GPU Speedup Homework and Other Misc Topics/018 Setting up a GPU Instance on Amazon Web Services.mp4 26.9 MB
10 Appendix/032 How to Code by Yourself part 1.mp4 25.7 MB
06 TensorFlow/017 Building a neural network in TensorFlow.mp4 25.0 MB
08 Modern Regularization Techniques/023 Dropout Regularization.mp4 23.8 MB
05 Theano/015 Building a neural network in Theano.mp4 22.8 MB
09 Project Facial Expression Recognition/025 Facial Expression Recognition Problem Description.mp4 22.5 MB
05 Theano/014 Theano Basics Variables Functions Expressions Optimization.mp4 20.3 MB
06 TensorFlow/016 TensorFlow Basics Variables Functions Expressions Optimization.mp4 17.9 MB
10 Appendix/033 How to Code by Yourself part 2.mp4 15.5 MB
03 Momentum and adaptive learning rates/008 Code for training a neural network using momentum.mp4 15.3 MB
02 Gradient Descent Full vs Batch vs Stochastic/006 Full vs Batch vs Stochastic Gradient Descent in code.mp4 14.7 MB
04 Choosing Hyperparameters/012 Grid Search in Code.mp4 14.4 MB
09 Project Facial Expression Recognition/027 Utilities walkthrough.mp4 14.1 MB
01 Outline the MNIST dataset and Linear Logistic Regression Benchmark/004 Where to get the MNIST dataset and Establishing a Linear Benchmark.mp4 11.7 MB
03 Momentum and adaptive learning rates/010 Constant learning rate vs. RMSProp in Code.mp4 11.5 MB
09 Project Facial Expression Recognition/026 The class imbalance problem.mp4 10.6 MB
07 GPU Speedup Homework and Other Misc Topics/022 Theano vs. TensorFlow.mp4 9.6 MB

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[FreeCourseSite.com] Udemy - Deep Learning Computer Vision™ CNN, OpenCV, YOLO, SSD & GANs

3. Setup Your FREE Deep Learning Development Virtual Machine/1.2 DeepLearningCV2.tar.gz.gz 674.4 MB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3.1 age-gender-estimation.tar.gz.gz 579.0 MB
16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3.1 simpsons.tar.gz.gz 576.2 MB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/4.1 monkey_breed.zip.zip 573.2 MB
25. Face Recognition with VGGFace/2.1 vgg_face_weights.h5.tar.gz.gz 546.0 MB
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19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/5. Finding the Nuclei in Divergent Images.mp4 179.4 MB
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/4. Build your own YOLO Object Detector - Detecting London Underground Signs.mp4 166.8 MB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/2.1 fer2013.zip.zip 150.2 MB
20. Principles of Object Detection/3. R-CNN, Fast R-CNN, Faster R-CNN and Mask R-CNN.mp4 142.5 MB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/3. Build a Monkey Breed Classifier with MobileNet using Transfer Learning.mp4 141.9 MB
23. DeepDream & Neural Style Transfers Make AI Generated Art/3. Neural Style Transfer.mp4 130.8 MB
25. Face Recognition with VGGFace/1.1 25. Face Recognition All Notebooks.tar.gz.gz 126.6 MB
6. Neural Networks Explained in Detail/9. Regularization, Overfitting, Generalization and Test Datasets.mp4 124.1 MB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/5.1 GenerativeNetworks.tar.gz.gz 122.7 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/7. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.mp4 111.4 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/26. Sorting Contours - Sort Those Shapes By Size.mp4 111.3 MB
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/3. Experiment with YOLO on still images, webcam and videos.mp4 109.6 MB

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[FreeCourseSite.com] Udemy - Introduction to Machine Learning & Deep Learning in Python

17. Convolutional Neural Networks/8. Convolutional neural networks - illustration.vtt 74.0 MB
2. Installations/3. Installing Keras and TensorFlow.vtt 68.5 MB
8. Decision Trees/3. Decision trees introduction - information gain.mp4 49.2 MB
3. Linear Regression/2. Linear regression theory - optimization.mp4 44.3 MB
12. Neural Networks/29. Neural network example II - iris dataset.mp4 37.3 MB
3. Linear Regression/1. Linear regression introduction.mp4 27.7 MB
12. Neural Networks/12. Optimization - cost function.mp4 27.2 MB
6. Naive Bayes Classifier/7. Naive Bayes example - clustering news.mp4 24.5 MB
6. Naive Bayes Classifier/5. Text clustering - basics.mp4 23.2 MB
19. Course Materials (DOWNLOADS)/1.1 PythonMachineLearning.zip.zip 23.0 MB
7. Support Vector Machine (SVM)/5. Support vector machine example II - iris dataset.mp4 22.7 MB
4. Logistic Regression/4. Logistic regression example II- credit scoring.mp4 22.4 MB
14. Computer Vision - Face Detection/2. Viola-Jones algorithm.mp4 22.0 MB
7. Support Vector Machine (SVM)/1. Support vector machine introduction I - linear case.mp4 21.8 MB
12. Neural Networks/17. Gradient calculation I - output layer.mp4 21.3 MB
18. Recurrent Neural Networks/4. Vanishing and exploding gradients problem.mp4 20.6 MB
12. Neural Networks/13. Simplified feedforward network.mp4 20.4 MB
8. Decision Trees/2. Decision trees introduction - entropy.mp4 20.2 MB
12. Neural Networks/2. Axons and neurons in the human brain.mp4 20.2 MB
11. Clustering/6. K-means clustering - text clustering.mp4 19.8 MB

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