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【影视】 [CourseClub.Me] Coursera – Mathematics for Machine Learning Specialization

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Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/02_inner-product-length-of-vectors.mp4 47.2 MB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/02_projection-onto-1d-subspaces.mp4 47.2 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/02_jacobians-vectors-of-derivatives/01_the-jacobian.mp4 46.5 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/03_other-interpretations-of-pca-optional.mp4 44.2 MB
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Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/06_inner-products-of-functions-and-random-variables-optional.mp4 43.0 MB
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【影视】 [ FreeCourseWeb.com ] Machine learning with python [Data Science] - Udemy

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~Get Your Files Here !/11. Understanding of Functions/2. Function code.mp4 57.4 MB
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~Get Your Files Here !/25. Naive Bayes/1. Naive Bayes theory.mp4 53.6 MB
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【影视】 [ FreeCourseWeb.com ] Udemy - GCP And Google Cloud Machine Learning

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~Get Your Files Here !/01 Introduction/001 Introduction To Cloud Computing - Lecture 1.mp4 72.7 MB
~Get Your Files Here !/02 Google Cloud Platform Fundamentals/005 GCP Data Services.mp4 72.2 MB
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~Get Your Files Here !/03 Machine Learning On Google Cloud/010 Google Cloud Hands On - Lecture 1.mp4 67.5 MB
~Get Your Files Here !/04 Worked-out Project With Google BigQuery/008 Building An ML Model With Google BigQuery - Lecture 8.mp4 66.6 MB
~Get Your Files Here !/03 Machine Learning On Google Cloud/014 Google Cloud Hands On - Lecture 4.mp4 65.4 MB
~Get Your Files Here !/02 Google Cloud Platform Fundamentals/003 GCP Compute Services And Demo - Lecture 2.mp4 64.8 MB
~Get Your Files Here !/03 Machine Learning On Google Cloud/015 Google Cloud Hands On - Lecture 5.mp4 63.4 MB
~Get Your Files Here !/04 Worked-out Project With Google BigQuery/003 Building An ML Model With Google BigQuery - Lecture 3.mp4 61.4 MB
~Get Your Files Here !/03 Machine Learning On Google Cloud/005 Types Of Machine Learning.mp4 59.3 MB
~Get Your Files Here !/02 Google Cloud Platform Fundamentals/002 GCP Compute Services And Demo - Lecture 1.mp4 59.2 MB
~Get Your Files Here !/03 Machine Learning On Google Cloud/002 Definition Of Machine Learning.mp4 58.1 MB
~Get Your Files Here !/04 Worked-out Project With Google BigQuery/005 Building An ML Model With Google BigQuery - Lecture 5.mp4 54.7 MB
~Get Your Files Here !/05 Worked-out Project With Google TensorBoard/001 TensorBoard Hands On - Lab 1.mp4 54.5 MB
~Get Your Files Here !/04 Worked-out Project With Google BigQuery/004 Building An ML Model With Google BigQuery - Lecture 4.mp4 54.5 MB
~Get Your Files Here !/02 Google Cloud Platform Fundamentals/001 GCP Landscape.mp4 52.9 MB
~Get Your Files Here !/05 Worked-out Project With Google TensorBoard/008 Building A Machine Learning Model With Google TensorBoard - Lecture 8.mp4 51.2 MB
~Get Your Files Here !/03 Machine Learning On Google Cloud/013 Google Cloud Hands On - Lecture 3.mp4 50.1 MB
~Get Your Files Here !/05 Worked-out Project With Google TensorBoard/007 Building A Machine Learning Model With Google TensorBoard - Lecture 7.mp4 50.0 MB
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【影视】 Machine Learning From Basic to Advanced

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03 Regresssion/002 Multiple Linear Regression.mp4 307.7 MB
03 Regresssion/004 Support Vector Regression(SVR).mp4 162.6 MB
03 Regresssion/007 Logistic Regression.mp4 112.1 MB
01 Data Preprocessing/001 Data Preprocessing.mp4 109.1 MB
02 Classification/002 Support Vector Machine (SVM).mp4 106.6 MB
04 Clustering/001 K-Means Clustering.mp4 105.9 MB
03 Regresssion/001 Simple Linear Regression.mp4 105.9 MB
03 Regresssion/003 Polynomial Linear Regression.mp4 104.1 MB
04 Clustering/002 Hierarchical Clustering.mp4 102.7 MB
03 Regresssion/005 Decision Tree Regression.mp4 56.1 MB
02 Classification/001 K-Nearest Neighbour.mp4 49.5 MB
02 Classification/003 Kernel SVM.mp4 35.6 MB
03 Regresssion/006 Random Forest Regression.mp4 26.2 MB
02 Classification/005 Random Forest Classification.mp4 21.4 MB
02 Classification/004 Decision Tree Classification.mp4 20.4 MB
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【影视】 Embedded Electronics Bootcamp From Bit to Deep Learning

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[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/04 Multiplexer Circuits/002 Multiplexer Building by Basic Gates.mp4 240.6 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/06 Adder Circuits/005 Combining IO Buses.mp4 221.4 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/10 VHDL Project - Data path and Controller/010 Project Implementation Part 9.mp4 217.1 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/08 Arithmetic Logic Unit Design ( ALU)/002 Behavioral ALU.mp4 212.1 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/09 Sequential Design/009 D Flip Flop Behavioral.mp4 183.2 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/10 VHDL Project - Data path and Controller/006 Project Implementation Part 5.mp4 179.0 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/14 Arduino Interrupt/003 Interrupt Application Part 1.mp4 176.4 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/04 Multiplexer Circuits/003 Multiplexer using VHDL.mp4 153.7 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/10 VHDL Project - Data path and Controller/004 Project Implementation Part 3.mp4 153.6 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/03 Combinational Logic Design/008 Combinational Logic-Programming AND Gate.mp4 149.8 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/13 Arduino Programming and Analog Simulation/008 Speed Based Motor Control Part 1.mp4 147.5 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/08 Arithmetic Logic Unit Design ( ALU)/004 ALU Logic Operations.mp4 136.8 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/10 VHDL Project - Data path and Controller/008 Project Implementation Part 7.mp4 132.6 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/09 Sequential Design/005 RS Latch Demo.mp4 130.4 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/08 Arithmetic Logic Unit Design ( ALU)/003 ALU Overflow handling.mp4 129.2 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/08 Arithmetic Logic Unit Design ( ALU)/005 ALU Integer Multiplication and Division.mp4 127.7 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/30 Linux Libs Environment Preparation/004 Installing Tensorflow and Keras.mp4 118.6 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/31 CNN Implementation/001 Preparing Dataset.mp4 117.5 MB
[TutsNode.com] - Embedded Electronics Bootcamp From Bit to Deep Learning/13 Arduino Programming and Analog Simulation/006 PWM Analog Control.mp4 116.1 MB
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【影视】 [Udemy] Python Programming Machine Learning, Deep Learning (05.2021)

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11. Projects/2. Project - 2.mp4 177.5 MB
6. Machine Learning/15. Choosing the right algorithm and model.mp4 155.7 MB
5. Numpy Library/8. Using Numpy in Linear Algebra.mp4 117.6 MB
11. Projects/1. Project - 1.mp4 106.5 MB
6. Machine Learning/12. Unsupervised Machine Learning Methods.mp4 92.2 MB
10. Transfer Learning/1. What is Transfer Learning.mp4 89.5 MB
6. Machine Learning/16. Training and testing the model.mp4 88.1 MB
11. Projects/3. Project - 3.mp4 86.3 MB
7. Artificial Neural Network/3. Creating a Simple ANN.mp4 83.3 MB
5. Numpy Library/5. Numpy Functions.mp4 82.3 MB
5. Numpy Library/7. Numpy Exercises.mp4 77.8 MB
8. Convolutional Neural Network (CNN)/1. What is CNN.mp4 75.9 MB
11. Projects/4. Project - 4.mp4 75.8 MB
6. Machine Learning/11. Supervised Machine Learning Methods - 4.mp4 73.7 MB
3. Fundamentals of Python/5. Lists, Tuples, Dictionaries and Sets.mp4 69.6 MB
7. Artificial Neural Network/8. What is TensorFlow.mp4 65.6 MB
7. Artificial Neural Network/4. Tensor Operations.mp4 65.1 MB
4. Object Oriented Programming/5. Overriding and Overloading.mp4 61.7 MB
6. Machine Learning/10. Supervised Machine Learning Methods - 3.mp4 58.8 MB
6. Machine Learning/9. Supervised Machine Learning Methods - 2.mp4 58.1 MB

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【影视】 Modern Deep Learning in Python

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[TutsNode.com] - Modern Deep Learning in Python/18. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4 323.8 MB
[TutsNode.com] - Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/2. Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.mp4 247.8 MB
[TutsNode.com] - Modern Deep Learning in Python/18. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 201.4 MB
[TutsNode.com] - Modern Deep Learning in Python/20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 143.0 MB
[TutsNode.com] - Modern Deep Learning in Python/20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 141.5 MB
[TutsNode.com] - Modern Deep Learning in Python/2. Review/6. Review Code (pt 2).mp4 133.0 MB
[TutsNode.com] - Modern Deep Learning in Python/3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/4. Stochastic Gradient Descent and Mini-Batch Gradient Descent (Code pt 2).mp4 115.9 MB
[TutsNode.com] - Modern Deep Learning in Python/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it.mp4 113.7 MB
[TutsNode.com] - Modern Deep Learning in Python/9. GPU Speedup, Homework, and Other Misc Topics/1. Setting up a GPU Instance on Amazon Web Services.mp4 106.9 MB
[TutsNode.com] - Modern Deep Learning in Python/11. Project Facial Expression Recognition/6. Class-Based ANN in TensorFlow.mp4 101.8 MB
[TutsNode.com] - Modern Deep Learning in Python/11. Project Facial Expression Recognition/5. Class-Based ANN in Theano.mp4 100.9 MB
[TutsNode.com] - Modern Deep Learning in Python/19. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).mp4 98.1 MB
[TutsNode.com] - Modern Deep Learning in Python/15. PyTorch/1. PyTorch Basics.mp4 87.9 MB
[TutsNode.com] - Modern Deep Learning in Python/13. Batch Normalization/7. Batch Normalization Theano (part 2).mp4 80.0 MB
[TutsNode.com] - Modern Deep Learning in Python/5. Choosing Hyperparameters/3. Grid Search in Code.mp4 71.8 MB
[TutsNode.com] - Modern Deep Learning in Python/13. Batch Normalization/5. Batch Normalization Tensorflow (part 2).mp4 69.7 MB
[TutsNode.com] - Modern Deep Learning in Python/7. Theano/1. Theano Basics Variables, Functions, Expressions, Optimization.mp4 68.5 MB
[TutsNode.com] - Modern Deep Learning in Python/20. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 63.1 MB
[TutsNode.com] - Modern Deep Learning in Python/3. Stochastic Gradient Descent and Mini-Batch Gradient Descent/1. Stochastic Gradient Descent and Mini-Batch Gradient Descent (Theory).mp4 60.4 MB
[TutsNode.com] - Modern Deep Learning in Python/4. Momentum and adaptive learning rates/6. Adam Optimization (pt 1).mp4 57.8 MB

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【影视】 [GigaCourse.Com] Udemy - A deep understanding of deep learning (with Python intro)

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19 Understand and design CNNs/005 Examine feature map activations.mp4 273.2 MB
22 Style transfer/004 Transferring the screaming bathtub.mp4 227.4 MB
19 Understand and design CNNs/012 The EMNIST dataset (letter recognition).mp4 211.1 MB
19 Understand and design CNNs/002 CNN to classify MNIST digits.mp4 210.1 MB
07 ANNs/013 Multi-output ANN (iris dataset).mp4 195.8 MB
19 Understand and design CNNs/004 Classify Gaussian blurs.mp4 194.1 MB
09 Regularization/004 Dropout regularization in practice.mp4 192.1 MB
16 Autoencoders/006 Autoencoder with tied weights.mp4 186.4 MB
18 Convolution and transformations/003 Convolution in code.mp4 181.5 MB
08 Overfitting and cross-validation/006 Cross-validation -- DataLoader.mp4 180.7 MB
23 Generative adversarial networks/002 Linear GAN with MNIST.mp4 178.2 MB
07 ANNs/009 Learning rates comparison.mp4 176.8 MB
12 More on data/003 CodeChallenge_ unbalanced data.mp4 174.3 MB
11 FFNs/003 FFN to classify digits.mp4 169.7 MB
16 Autoencoders/005 The latent code of MNIST.mp4 169.7 MB
07 ANNs/018 Model depth vs. breadth.mp4 166.6 MB
12 More on data/007 Data feature augmentation.mp4 166.0 MB
21 Transfer learning/007 Pretraining with autoencoders.mp4 164.2 MB
14 FFN milestone projects/004 Project 2_ My solution.mp4 163.3 MB
21 Transfer learning/008 CIFAR10 with autoencoder-pretrained model.mp4 160.8 MB

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【影视】 LinkedIn Learning - 3ds Max Digital Humans for Architectural Visualizations

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3. Skinning Characters/03. Adjusting vertices.mp4 50.8 MB
4. Animating Characters in CAT/03. Adjusting a walk.mp4 48.8 MB
3. Skinning Characters/02. Adjusting envelopes.mp4 47.4 MB
3. Skinning Characters/04. Finalizing skinning.mp4 44.7 MB
5. Working with Biped/02. Biped figure mode.mp4 43.9 MB
4. Animating Characters in CAT/07. Animating between poses.mp4 42.7 MB
2. Creating Skeletons in CAT/02. Fitting a CAT skeleton to a mesh.mp4 41.7 MB
4. Animating Characters in CAT/04. Moving through the scene.mp4 40.8 MB
3. Skinning Characters/01. Skinning the mesh.mp4 40.8 MB
1. Getting Started/04. Manipulating and texturing 3D models.mp4 38.2 MB
5. Working with Biped/04. Animating walks in Biped.mp4 37.4 MB
4. Animating Characters in CAT/06. Creating poses.mp4 37.1 MB
2. Creating Skeletons in CAT/03. Fine-tuning the skeleton.mp4 35.0 MB
4. Animating Characters in CAT/02. Creating a procedural walk.mp4 34.9 MB
2. Creating Skeletons in CAT/01. Creating skeletons in CAT.mp4 34.8 MB
1. Getting Started/03. Resources for 3D models.mp4 33.6 MB
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5. Working with Biped/01. Biped overview.mp4 28.2 MB
1. Getting Started/02. 3ds Max rigging overview.mp4 24.0 MB
4. Animating Characters in CAT/01. Understanding CATMotion.mp4 23.9 MB

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【影视】 [ TutSala.com ] Linkedin - Applied Machine Learning - Ensemble Learning

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~Get Your Files Here !/8. Conclusion/035. Compare all models on validation set.mp4 90.0 MB
~Get Your Files Here !/5. Boosting/021. Implement a boosting model.mp4 84.1 MB
~Get Your Files Here !/8. Conclusion/034. Compare the three methods.mp4 66.1 MB
~Get Your Files Here !/7. Stacking/033. Implement a stacking model.mp4 60.2 MB
~Get Your Files Here !/2. Review Machine Learning Basics/008. Bias-Variance trade-off.mp4 52.6 MB
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~Get Your Files Here !/3. Preparing the Data/011. Cleaning up categorical features.mp4 49.6 MB
~Get Your Files Here !/3. Preparing the Data/012. Write out all train, validation, and test sets.mp4 47.9 MB
~Get Your Files Here !/6. Bagging/027. Implement a bagging model.mp4 44.9 MB
~Get Your Files Here !/6. Bagging/022. What is bagging.mp4 44.7 MB
~Get Your Files Here !/7. Stacking/028. What is stacking.mp4 40.5 MB
~Get Your Files Here !/5. Boosting/017. How does boosting reduce overall error.mp4 40.0 MB
~Get Your Files Here !/5. Boosting/016. What is boosting.mp4 39.1 MB
~Get Your Files Here !/4. What is Ensemble Learning/013. What is ensemble learning.mp4 37.9 MB
~Get Your Files Here !/7. Stacking/032. Explore stacking algorithms in Python.mp4 37.6 MB
~Get Your Files Here !/6. Bagging/025. What are examples of algorithms that use bagging.mp4 37.6 MB
~Get Your Files Here !/5. Boosting/020. Explore boosting algorithms in Python.mp4 35.5 MB
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~Get Your Files Here !/4. What is Ensemble Learning/015. Why is ensemble learning so powerful.mp4 34.9 MB
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【影视】 [ TutSala.com ] AlgoExpert - Large-Scale Machine Learning

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~Get Your Files Here !/5 Large-Scale Training/LSML-12-Model Validation.mp4.mp4 78.5 MB
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~Get Your Files Here !/7 Hosting/LSML-14-Data Hosting.mp4.mp4 22.0 MB
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【影视】 [FreeCourseLab.com] Udemy - Data Science Deep Learning in Python

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7. TensorFlow, exercises, practice, and what to learn next/2. Visualizing what a neural network has learned using TensorFlow Playground.mp4 45.4 MB
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2. Review/4. Neuron Training.mp4 40.4 MB
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4. Classifying more than 2 things at a time/6. Feedforward in Slow-Mo (part 1).mp4 31.8 MB
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2. Review/2. What does machine learning do.mp4 26.9 MB
6. Practical Machine Learning/4. Neural Networks for Regression.mp4 26.6 MB
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2. Review/3. Neuron Predictions.mp4 25.6 MB
8. Project Facial Expression Recognition/7. Facial Expression Recognition in Code (ANN Softmax).mp4 24.6 MB
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【影视】 [ TutSala.com ] PluralSight - Deep Learning Instances and Frameworks on AWS

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