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- 【影视】 [DesireCourse.Net] Udemy - A Complete Guide on TensorFlow 2.0 using Keras API
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收录时间:2021-06-03
文档个数:284
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16. Annex 2 - Convolutional Neural Networks Theory/7. Step 4 - Full Connection.mp4 203.6 MB
17. Annex 3 - Recurrent Neural Networks Theory/5. LSTM Practical Intuition.mp4 196.5 MB
1. Introduction/1. Welcome to the TensorFlow 2.0 course! Discover its structure and the TF toolkit..mp4 153.4 MB
16. Annex 2 - Convolutional Neural Networks Theory/5. Step 2 - Max Pooling.mp4 147.0 MB
7. Deep Reinforcement Learning Theory/9. Action Selection Policies.mp4 143.5 MB
17. Annex 3 - Recurrent Neural Networks Theory/4. LSTMs.mp4 143.1 MB
17. Annex 3 - Recurrent Neural Networks Theory/2. What are Recurrent Neural Networks.mp4 126.8 MB
16. Annex 2 - Convolutional Neural Networks Theory/9. Softmax & Cross-Entropy.mp4 123.6 MB
2. TensorFlow 2.0 Basics/1. From TensorFlow 1.x to TensorFlow 2.0.mp4 120.4 MB
7. Deep Reinforcement Learning Theory/8. Experience Replay.mp4 120.3 MB
15. Annex 1 - Artificial Neural Networks Theory/5. How do Neural Networks Learn.mp4 117.6 MB
17. Annex 3 - Recurrent Neural Networks Theory/3. Vanishing Gradient.mp4 116.4 MB
16. Annex 2 - Convolutional Neural Networks Theory/2. What are Convolutional Neural Networks.mp4 113.1 MB
7. Deep Reinforcement Learning Theory/6. Deep Q-Learning Intuition - Step 1.mp4 104.8 MB
15. Annex 1 - Artificial Neural Networks Theory/2. The Neuron.mp4 103.5 MB
16. Annex 2 - Convolutional Neural Networks Theory/3. Step 1 - Convolution.mp4 102.6 MB
7. Deep Reinforcement Learning Theory/5. Temporal Difference.mp4 101.8 MB
7. Deep Reinforcement Learning Theory/2. The Bellman Equation.mp4 99.7 MB
7. Deep Reinforcement Learning Theory/3. Markov Decision Process (MDP).mp4 98.9 MB
4. Convolutional Neural Networks/2. Building the Convolutional Neural Network.mp4 92.5 MB
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- 【影视】 GetFreeCourses.Co-Udemy-Complete Tensorflow 2 and Keras Deep Learning Bootcamp
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1. Course Overview, Installs, and Setup/3. Course Setup and Installation.mp4 159.8 MB
13. Deployment/7. Flask Front End.mp4 156.9 MB
9. Recurrent Neural Networks - RNNs/14. Bonus - Multivariate Time Series - RNN and LSTMs.mp4 156.6 MB
9. Recurrent Neural Networks - RNNs/13. RNN Exercise - Solutions.mp4 155.3 MB
7. Basic Artificial Neural Networks - ANNs/27. Tensorboard.mp4 151.2 MB
7. Basic Artificial Neural Networks - ANNs/20. Keras Project Solutions - Exploratory Data Analysis.mp4 150.6 MB
7. Basic Artificial Neural Networks - ANNs/12. Keras Regression Code Along - Exploratory Data Analysis.mp4 143.7 MB
12. Generative Adversarial Networks/4. Creating a GAN - Part Three - Model Training.mp4 138.0 MB
9. Recurrent Neural Networks - RNNs/11. RNN on a Time Series - Part Two.mp4 137.4 MB
13. Deployment/8. Live Deployment to the Web.mp4 132.7 MB
7. Basic Artificial Neural Networks - ANNs/23. Keras Project Solutions - Categorical Data.mp4 131.1 MB
11. AutoEncoders/3. Autoencoder for Dimensionality Reduction.mp4 123.2 MB
7. Basic Artificial Neural Networks - ANNs/17. Keras Classification - Dealing with Overfitting and Evaluation.mp4 116.7 MB
1. Course Overview, Installs, and Setup/3.1 FINAL_TF2_FILES.zip 104.1 MB
1. Course Overview, Installs, and Setup/4.1 FINAL_TF2_FILES.zip 104.1 MB
8. Convolutional Neural Networks - CNNs/7. CNN on MNIST - Part Two - Creating and Training the Model.mp4 103.7 MB
7. Basic Artificial Neural Networks - ANNs/21. Keras Project Solutions - Dealing with Missing Data.mp4 101.5 MB
11. AutoEncoders/4. Autoencoder for Images - Part One.mp4 98.7 MB
4. Pandas Crash Course/8. Data Input and Output.mp4 98.0 MB
5. Visualization Crash Course/3. Seaborn Basics.mp4 96.3 MB
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- 【压缩文件】 [ FreeCourseWeb.com ] PluralSight - Implement Time Series Analysis, Forecasting and Prediction with Tensorflow 2.0.zip
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收录时间:2021-03-31
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[ FreeCourseWeb.com ] PluralSight - Implement Time Series Analysis, Forecasting and Prediction with Tensorflow 2.0.zip 378.7 MB
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- 【影视】 [FreeCourseSite.com] Udemy - TensorFlow Developer Certificate in 2023 Zero to Mastery
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收录时间:2023-12-23
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10 - NLP Fundamentals in TensorFlow/016 Visualising our model's learned word embeddings with TensorFlow's projector tool.mp4 306.5 MB
12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/023 Writing a preprocessing function to turn time series data into windows & labels.mp4 267.8 MB
12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/047 Model 7 Putting together the pieces of the puzzle of the N-BEATS model.mp4 254.3 MB
11 - Milestone Project 2 SkimLit/006 Writing a preprocessing function to structure our data for modelling.mp4 232.8 MB
12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/041 Model 7 Replicating the N-BEATS basic block with TensorFlow layer subclassing.mp4 231.0 MB
10 - NLP Fundamentals in TensorFlow/015 Model 1 Building, fitting and evaluating our first deep model on text data.mp4 221.1 MB
10 - NLP Fundamentals in TensorFlow/009 Setting up a TensorFlow TextVectorization layer to convert text to numbers.mp4 213.4 MB
07 - Transfer Learning in TensorFlow Part 2 Fine tuning/019 Preparing Model 3 (our first fine-tuned model).mp4 211.2 MB
11 - Milestone Project 2 SkimLit/017 Creating a character-level tokeniser with TensorFlow's TextVectorization layer.mp4 207.7 MB
03 - Neural network regression with TensorFlow/012 Evaluating a TensorFlow model part 3 (getting a model summary).mp4 206.2 MB
05 - Computer Vision and Convolutional Neural Networks in TensorFlow/015 Breaking our CNN model down part 5 Looking inside a Conv2D layer.mp4 199.7 MB
12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/042 Model 7 Testing our N-BEATS block implementation with dummy data inputs.mp4 196.9 MB
03 - Neural network regression with TensorFlow/006 The major steps in modelling with TensorFlow.mp4 195.3 MB
11 - Milestone Project 2 SkimLit/021 Model 4 Building a multi-input model (hybrid token + character embeddings).mp4 195.1 MB
12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/051 Model 8 Making and evaluating predictions with our ensemble model.mp4 194.3 MB
12 - Time Series fundamentals in TensorFlow + Milestone Project 3 BitPredict/050 Model 8 Building, compiling and fitting an ensemble of models.mp4 191.5 MB
07 - Transfer Learning in TensorFlow Part 2 Fine tuning/003 Downloading and turning our images into a TensorFlow BatchDataset.mp4 184.1 MB
08 - Transfer Learning with TensorFlow Part 3 Scaling Up/018 Making predictions on our test images and evaluating them.mp4 181.9 MB
11 - Milestone Project 2 SkimLit/014 Model 1 Building, fitting and evaluating a Conv1D with token embeddings.mp4 179.1 MB
10 - NLP Fundamentals in TensorFlow/019 Model 3 Building, fitting and evaluating a GRU-cell powered RNN.mp4 179.0 MB
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- 【影视】 [FreeCourseSite.com] Udemy - Deep Learning Masterclass with TensorFlow 2 Over 20 Projects
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18 - Model deployment/84 - Building the Emotions Detection API with Fastapi.mp4 707.4 MB
8 - Data augmentation/44 - Albumentations with TensorFlow 2 and PyTorch for Data augmentation.mp4 647.5 MB
46 - DEPRECATED Object Detection with YOLO/260 - YOLO v3.mp4 643.9 MB
28 - Neural Machine Translation with Transformers/133 - Understanding Transformer Networks.mp4 636.4 MB
34 - Extractive Question Answering with Longformer in Huggingface transformers/153 - Problem Understanding and Data Preparation.mp4 634.4 MB
19 - Object Detection with YOLO algorithm/88 - YOLO paper.mp4 599.8 MB
28 - Neural Machine Translation with Transformers/134 - Building training and testing Transformers.mp4 584.1 MB
29 - Sentiment Analysis with Transformers/138 - Sentiment analysis with LSH Attention.mp4 565.3 MB
46 - DEPRECATED Object Detection with YOLO/254 - Modeling YOLO v1.mp4 502.5 MB
50 - DEPRECATED Question Answering with TensorFlow 2/289 - LSH Attention.mp4 502.0 MB
11 - MLOps with Weights and Biases/52 - Experiment tracking.mp4 492.5 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/230 - Transfer Learning and FineTuning.mp4 461.3 MB
8 - Data augmentation/41 - Data augmentation with TensorFlow using tfimage and Keras Layers.mp4 444.6 MB
17 - Transformers in Vision/72 - Understanding VITs.mp4 442.5 MB
49 - DEPRECATED Neural Machine Translation with TensorFlow 2/279 - Attention Mechanism Bahdanau Attention.mp4 441.9 MB
22 - Image generation/110 - Face generation with GANs.mp4 428.4 MB
2 - Tensors and Variables/5 - Tensor Initialization and Casting.mp4 426.3 MB
46 - DEPRECATED Object Detection with YOLO/253 - Pascal VOC Dataset.mp4 422.1 MB
19 - Object Detection with YOLO algorithm/89 - Dataset Preparation.mp4 420.6 MB
17 - Transformers in Vision/73 - Building VITs from scratch.mp4 418.2 MB
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- 【压缩文件】 [ DevCourseWeb.com ] Udemy - Beginners Machine Learning Masterclass with Tensorflow Js.zip
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[ DevCourseWeb.com ] Udemy - Beginners Machine Learning Masterclass with Tensorflow Js.zip 3.4 GB
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- 【压缩文件】 [ FreeCourseWeb.com ] Install TensorFlow-GPU on Windows 10 - cuDNN, CUDA toolkit, and Visual Studio for Application Development.zip
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[ FreeCourseWeb.com ] Install TensorFlow-GPU on Windows 10 - cuDNN, CUDA toolkit, and Visual Studio for Application Development.zip 660.2 MB
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- 【影视】 [ FreeCourseWeb.com ] TutsPlus - Learn Machine Learning With Google TensorFlow
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收录时间:2022-01-10
文档个数:20
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~Get Your Files Here !/2. Creating Deep Neural Networks/2.3 Using Real-World Data With a Neural Network.mp4 53.8 MB
~Get Your Files Here !/2. Creating Deep Neural Networks/2.4 Creating a Convolutional Network for Image Classification.mp4 47.7 MB
~Get Your Files Here !/2. Creating Deep Neural Networks/2.5 Training and Using a Convolutional Network.mp4 36.2 MB
~Get Your Files Here !/2. Creating Deep Neural Networks/2.2 Training and Using Your Neural Network.mp4 34.3 MB
~Get Your Files Here !/1. Introduction/1.3 Setting Up TensorFlow.mp4 33.0 MB
~Get Your Files Here !/2. Creating Deep Neural Networks/2.1 Creating Your First Neural Network.mp4 26.6 MB
~Get Your Files Here !/1. Introduction/1.2 Why Use TensorFlow.mp4 18.2 MB
~Get Your Files Here !/3. Conclusion/3.1 Conclusion.mp4 10.3 MB
~Get Your Files Here !/1. Introduction/1.1 Introduction.mp4 10.0 MB
~Get Your Files Here !/2. Creating Deep Neural Networks/2.4 Creating a Convolutional Network for Image Classification.vtt 12.5 kB
~Get Your Files Here !/2. Creating Deep Neural Networks/2.3 Using Real-World Data With a Neural Network.vtt 11.3 kB
~Get Your Files Here !/2. Creating Deep Neural Networks/2.1 Creating Your First Neural Network.vtt 10.1 kB
~Get Your Files Here !/2. Creating Deep Neural Networks/2.2 Training and Using Your Neural Network.vtt 7.6 kB
~Get Your Files Here !/2. Creating Deep Neural Networks/2.5 Training and Using a Convolutional Network.vtt 4.7 kB
~Get Your Files Here !/1. Introduction/1.2 Why Use TensorFlow.vtt 2.9 kB
~Get Your Files Here !/1. Introduction/1.3 Setting Up TensorFlow.vtt 2.8 kB
~Get Your Files Here !/3. Conclusion/3.1 Conclusion.vtt 1.3 kB
~Get Your Files Here !/1. Introduction/1.1 Introduction.vtt 1.3 kB
~Get Your Files Here !/Bonus Resources.txt 357 Bytes
Get Bonus Downloads Here.url 183 Bytes
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- 【文档书籍】 Geron A. - Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow - 2022
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Geron A. - Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow - 2022.pdf 71.8 MB
Geron A. - Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow - 2022.epub 28.6 MB
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- 【影视】 Machine Learning with TensorFlow [Video]
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1.1-The Course Overview - Machine Learning with TensorFlow [Video].mp4 11.2 MB
1.2-Introducing Deep Learning - Machine Learning with TensorFlow [Video].mp4 10.4 MB
1.3-Installation on Mac OSX - Machine Learning with TensorFlow [Video].mp4 15.5 MB
1.4-Installation on Windows – Pre-Requisite Virtual Machine Setup - Machine Learning with TensorFlow [Video].mp4 11.6 MB
1.5-Installation on WindowsLinux - Machine Learning with TensorFlow [Video].mp4 16.3 MB
2.1-The Hand-Written Letters Dataset - Machine Learning with TensorFlow [Video].mp4 5.5 MB
2.2-Automating Data Preparation - Machine Learning with TensorFlow [Video].mp4 9.0 MB
2.3-Understanding Matrix Conversions - Machine Learning with TensorFlow [Video].mp4 10.7 MB
2.4-The Machine Learning Life Cycle - Machine Learning with TensorFlow [Video].mp4 8.0 MB
2.5-Reviewing Outputs and Results - Machine Learning with TensorFlow [Video].mp4 7.2 MB
3.1-Getting Started with TensorBoard - Machine Learning with TensorFlow [Video].mp4 9.8 MB
3.2-TensorBoard Events and Histograms - Machine Learning with TensorFlow [Video].mp4 11.0 MB
3.3-Our Previous Project on TensorBoard - Machine Learning with TensorFlow [Video].mp4 12.7 MB
3.4-The Graph Explorer - Machine Learning with TensorFlow [Video].mp4 15.7 MB
4.1-Convolutional Neural Networks - Machine Learning with TensorFlow [Video].mp4 10.0 MB
4.2-Fully Connected Neural Networks - Machine Learning with TensorFlow [Video].mp4 9.1 MB
4.3-Programming a CNN - Machine Learning with TensorFlow [Video].mp4 11.7 MB
4.4-CNN Versus Fully Connected Network Performance - Machine Learning with TensorFlow [Video].mp4 6.0 MB
4.5-Using TensorBoard on Our CNN - Machine Learning with TensorFlow [Video].mp4 3.6 MB
content.txt 2.7 kB
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- 【影视】 Deep learning with TensorFlow [Video]
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01-The Course Overview.mp4 11.6 MB
02-Installing TensorFlow.mp4 21.5 MB
02-Installing TensorFlow.txt 334 Bytes
03-Simple Computations.mp4 21.4 MB
03-Simple Computations.txt 343 Bytes
04-Logistic Regression Model Building.mp4 27.1 MB
04-Logistic Regression Model Building.txt 392 Bytes
05-Logistic Regression Training.mp4 19.2 MB
05-Logistic Regression Training.txt 383 Bytes
06-Basic Neural Nets.mp4 20.3 MB
06-Basic Neural Nets.txt 453 Bytes
07-Single Hidden Layer Model.mp4 19.8 MB
07-Single Hidden Layer Model.txt 244 Bytes
08-Single Hidden Layer Explained.mp4 17.9 MB
08-Single Hidden Layer Explained.txt 270 Bytes
09-Multiple Hidden Layer Model.mp4 20.8 MB
09-Multiple Hidden Layer Model.txt 446 Bytes
10-Multiple Hidden Layer Results.mp4 18.2 MB
10-Multiple Hidden Layer Results.txt 289 Bytes
11-Convolutional Layer Motivation.mp4 13.4 MB
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- 【影视】 TensorFlow for Neural Network Solutions [Video]
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00009 Working_with_Skip-Gram_Embeddings.mp4 30.5 MB
00002 Implementing_Operational_Gates.mp4 12.8 MB
00003 Working_with_Gates_and_Activation_Functions.mp4 11.8 MB
00004 Implementing_a_One-Layer_Neural_Network.mp4 11.6 MB
00005 Implementing_Different_Layers.mp4 19.7 MB
00006 Learning_to_Play_Tic-Tac-Toe.mp4 22.2 MB
00007 Working_with_Bag-of-Words.mp4 27.1 MB
00008 Implementing_TF-IDF.mp4 19.2 MB
00001 The_Course_Overview.mp4 9.9 MB
00010 Working_with_CBOW_Embeddings.mp4 21.2 MB
00011 Implementing_a_Simpler_CNN.mp4 15.7 MB
00012 Implementing_an_Advanced_CNN.mp4 20.5 MB
00013 Applying_Stylenet_Neural-Style.mp4 25.8 MB
00014 Implementing_RNN_for_Spam_Prediction.mp4 22.0 MB
00015 Implementing_an_LSTM_Model.mp4 15.3 MB
00016 Stacking_Multiple_LSTM_Layers.mp4 9.8 MB
00017 Training_a_Siamese_Similarity_Measure.mp4 16.6 MB
00018 Implementing_Unit_Tests.mp4 10.2 MB
00019 Using_Multiple_Executors.mp4 8.5 MB
00020 Parallelizing_TensorFlow.mp4 9.7 MB
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- 【压缩文件】 [ FreeCourseWeb.com ] Udemy - Convolutional Neural Networks with TensorFlow in Python.zip
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[ FreeCourseWeb.com ] Udemy - Convolutional Neural Networks with TensorFlow in Python.zip 2.3 GB
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- 【影视】 Accelerating TensorFlow with the Google Machine Learning Engine
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3.3. Training TensorFlow Applications/18.Linear regression in code - Part 2.mp4 23.2 MB
0.Introduction/01.Welcome.mp4 5.1 MB
0.Introduction/02.What you should know.en.srt 3.2 kB
0.Introduction/02.What you should know.mp4 2.8 MB
0.Introduction/03.Using the exercise files.en.srt 1.7 kB
0.Introduction/03.Using the exercise files.mp4 2.2 MB
1.1. Introducing TensorFlow/04.Overview and installation.en.srt 5.7 kB
1.1. Introducing TensorFlow/04.Overview and installation.mp4 5.4 MB
1.1. Introducing TensorFlow/05.Getting started.en.srt 4.7 kB
1.1. Introducing TensorFlow/05.Getting started.mp4 3.9 MB
1.1. Introducing TensorFlow/06.Running a simple application.en.srt 3.5 kB
1.1. Introducing TensorFlow/06.Running a simple application.mp4 6.2 MB
2.2. Fundamentals of TensorFlow Development/07.Creating tensors.en.srt 8.3 kB
2.2. Fundamentals of TensorFlow Development/07.Creating tensors.mp4 6.5 MB
2.2. Fundamentals of TensorFlow Development/08.Basic tensor operations.en.srt 5.7 kB
2.2. Fundamentals of TensorFlow Development/08.Basic tensor operations.mp4 4.5 MB
2.2. Fundamentals of TensorFlow Development/09.Advanced tensor operations.en.srt 5.2 kB
2.2. Fundamentals of TensorFlow Development/09.Advanced tensor operations.mp4 4.3 MB
2.2. Fundamentals of TensorFlow Development/10.Understanding graphs and sessions.en.srt 6.9 kB
2.2. Fundamentals of TensorFlow Development/10.Understanding graphs and sessions.mp4 5.4 MB
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- 【影视】 [ DevCourseWeb.com ] Udemy - Mastering Neural Style Transfer - Tensorflow, Keras and Python
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~Get Your Files Here !/1 - Fundamentals/5 - Applications.mp4 46.8 MB
~Get Your Files Here !/1 - Fundamentals/4 - Why Should we Learn.mp4 37.8 MB
~Get Your Files Here !/2 - Model Building and Prediction/28 - Calculates the total loss.mp4 26.5 MB
~Get Your Files Here !/1 - Fundamentals/2 - What is Neural Style Transfer.mp4 21.4 MB
~Get Your Files Here !/1 - Fundamentals/1 - Introduction.mp4 21.0 MB
~Get Your Files Here !/1 - Fundamentals/3 - About this Project.mp4 15.8 MB
~Get Your Files Here !/2 - Model Building and Prediction/9 - Contents in Directory.mp4 14.9 MB
~Get Your Files Here !/2 - Model Building and Prediction/32 - Perform the style transfer optimization loop.mp4 13.4 MB
~Get Your Files Here !/2 - Model Building and Prediction/11 - Checking the availability and usage of GPUs.mp4 11.9 MB
~Get Your Files Here !/2 - Model Building and Prediction/14 - Setting the directory path.mp4 11.7 MB
~Get Your Files Here !/2 - Model Building and Prediction/33 - Save and display the final generated image.mp4 10.9 MB
~Get Your Files Here !/2 - Model Building and Prediction/18 - Convert the generated image back to its original format.mp4 10.2 MB
~Get Your Files Here !/2 - Model Building and Prediction/31 - Preprocess the base image style reference image and combination image.mp4 9.8 MB
~Get Your Files Here !/2 - Model Building and Prediction/17 - Preprocesses an image.mp4 9.5 MB
~Get Your Files Here !/2 - Model Building and Prediction/13 - Necessary library imports.mp4 9.2 MB
~Get Your Files Here !/2 - Model Building and Prediction/8 - Setup the Working Directory.mp4 9.2 MB
~Get Your Files Here !/2 - Model Building and Prediction/19 - Calculate the Gram matrix.mp4 9.0 MB
~Get Your Files Here !/2 - Model Building and Prediction/10 - Activate GPU.mp4 8.7 MB
~Get Your Files Here !/1 - Fundamentals/6 - Why Keras and Python.mp4 8.2 MB
~Get Your Files Here !/2 - Model Building and Prediction/20 - Calculates the style loss.mp4 8.0 MB
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收录时间:2018-07-25
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1.Convolutional Neural Networks for Computer Vision/06.Transfer Learning.mp4 352.0 MB
1.Convolutional Neural Networks for Computer Vision/02.Installation and Setup.mp4 99.4 MB
1.Convolutional Neural Networks for Computer Vision/03.Defining Layers for Image Recognition.mp4 206.8 MB
1.Convolutional Neural Networks for Computer Vision/04.Building an Image Classifier with CNNs.mp4 296.0 MB
1.Convolutional Neural Networks for Computer Vision/05.Building Better CNNs with Regularization.mp4 223.4 MB
1.Convolutional Neural Networks for Computer Vision/01.The Course Overview.mp4 81.2 MB
2.Applications of Recurrent Neural Networks/07.The Intuition Behind RNNs.mp4 141.5 MB
2.Applications of Recurrent Neural Networks/08.Time Series Forecasting with RNN.mp4 327.8 MB
2.Applications of Recurrent Neural Networks/09.Producing Word Embeddings for NLP Tasks.mp4 290.0 MB
2.Applications of Recurrent Neural Networks/10.Processing Text Sequences with LSTM Networks.mp4 339.3 MB
3.Application of Deep Learning to AI Problems/11.Guessing Correlations from Scatter Plots.mp4 42.4 MB
3.Application of Deep Learning to AI Problems/12.Introduction to Generative Adversarial Networks.mp4 16.1 MB
3.Application of Deep Learning to AI Problems/13.Creating Images with GANs.mp4 54.5 MB
3.Application of Deep Learning to AI Problems/14.Sequence to Sequence Models.mp4 11.4 MB
3.Application of Deep Learning to AI Problems/15.Building a Language Translator.mp4 55.1 MB
4.Introduction to Reinforcement Learning/16.Key Concepts in Reinforcement Learning.mp4 14.3 MB
4.Introduction to Reinforcement Learning/17.A Simple Environment and Basic Policies.mp4 27.4 MB
4.Introduction to Reinforcement Learning/18.Training a Neural Network Policy.mp4 40.8 MB
4.Introduction to Reinforcement Learning/19.Using an Intelligent Agent.mp4 146.1 MB
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18. Setting up your Environment/2. Windows-Focused Environment Setup 2018.mp4 203.4 MB
18. Setting up your Environment/3. Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.mp4 175.4 MB
18. Setting up your Environment/1. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 174.8 MB
6. Recurrent Neural Networks, Time Series, and Sequence Data/12. Demo of the Long Distance Problem.mp4 150.1 MB
13. Advanced Tensorflow Usage/2. Tensorflow Serving pt 2.mp4 130.5 MB
19. Appendix FAQ/9. What order should I take your courses in (part 2).mp4 128.6 MB
19. Appendix FAQ/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 122.8 MB
6. Recurrent Neural Networks, Time Series, and Sequence Data/1. Sequence Data.mp4 108.2 MB
11. Deep Reinforcement Learning (Theory)/2. Elements of a Reinforcement Learning Problem.mp4 102.5 MB
4. Feedforward Artificial Neural Networks/4. Activation Functions.mp4 96.6 MB
6. Recurrent Neural Networks, Time Series, and Sequence Data/5. Recurrent Neural Networks.mp4 96.5 MB
5. Convolutional Neural Networks/5. CNN Architecture.mp4 95.4 MB
2. Google Colab/3. Uploading your own data to Google Colab.mp4 93.4 MB
19. Appendix FAQ/8. What order should I take your courses in (part 1).mp4 92.4 MB
6. Recurrent Neural Networks, Time Series, and Sequence Data/3. Autoregressive Linear Model for Time Series Prediction.mp4 91.9 MB
6. Recurrent Neural Networks, Time Series, and Sequence Data/7. RNN for Time Series Prediction.mp4 91.5 MB
10. GANs (Generative Adversarial Networks)/1. GAN Theory.mp4 90.7 MB
5. Convolutional Neural Networks/11. Improving CIFAR-10 Results.mp4 90.5 MB
5. Convolutional Neural Networks/6. CNN Code Preparation.mp4 90.5 MB
4. Feedforward Artificial Neural Networks/9. ANN for Regression.mp4 88.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/016 Visualising our model's learned word embeddings with TensorFlow's projector tool.mp4 297.0 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/006 Writing a preprocessing function to structure our data for modelling.mp4 228.7 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/015 Model 1_ Building, fitting and evaluating our first deep model on text data.mp4 217.8 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/009 Setting up a TensorFlow TextVectorization layer to convert text to numbers.mp4 209.6 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/018 Preparing Model 3 (our first fine-tuned model).mp4 207.9 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/017 Creating a character-level tokeniser with TensorFlow's TextVectorization layer.mp4 207.3 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/011 Evaluating a TensorFlow model part 3 (getting a model summary).mp4 202.2 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/015 Breaking our CNN model down part 5_ Looking inside a Conv2D layer.mp4 195.1 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/021 Discussing the intuition behind Conv1D neural networks for text and sequences.mp4 193.3 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/021 Model 4_ Building a multi-input model (hybrid token + character embeddings).mp4 190.7 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/005 The major steps in modelling with TensorFlow.mp4 190.6 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/003 Downloading and turning our images into a TensorFlow BatchDataset.mp4 182.0 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/018 Making predictions on our test images and evaluating them.mp4 180.0 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/014 Model 1_ Building, fitting and evaluating a Conv1D with token embeddings.mp4 176.6 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/019 Model 3_ Building, fitting and evaluating a GRU-cell powered RNN.mp4 176.3 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/020 Model 4_ Building, fitting and evaluating a bidirectional RNN model.mp4 175.4 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/027 Fixing our data leakage issue with model 7 and retraining it.mp4 174.0 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/018 Model 2_ Building, fitting and evaluating our first TensorFlow RNN model (LSTM).mp4 173.8 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/009 Creating a function to view our model's not so good predictions.mp4 168.3 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/006 Becoming one with the data and visualising a text dataset.mp4 168.1 MB
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[ FreeCourseWeb.com ] Udemy - Neural Networks (ANN) using Keras and TensorFlow in Python.zip 3.2 GB
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