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~Get Your Files Here !/06 - Implementation and Case Studies/002 Case Study - Digits Classification.mp4 140.4 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/004 Central Limit Theorem. Gaussian Distribution. ML framework.mp4 88.5 MB
~Get Your Files Here !/03 - Neural Networks/001 Neural Networks Forward Propagation Backward Propagation GDstochasticMinibatch.mp4 88.1 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/006 Convolutional Neural Networks.mp4 86.5 MB
~Get Your Files Here !/02 - Training Machine Learning Models/016 Decision Trees.mp4 77.0 MB
~Get Your Files Here !/01 - Advanced Statistics and Machine Learning/005 Dimensionality Reducing Principle Component Analysis - Eigen Decomposition.mp4 71.7 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/002 Common Tricks for building a Deep NN & Improving accuracy performance.mp4 51.0 MB
~Get Your Files Here !/06 - Implementation and Case Studies/001 Getting started with Python and Machine Learning.mp4 49.1 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/001 Deep Learning - Requirements.mp4 48.0 MB
~Get Your Files Here !/05 - Unsupervised Learning/001 Clustering.mp4 45.8 MB
~Get Your Files Here !/02 - Training Machine Learning Models/005 Gradient Descent.mp4 42.2 MB
~Get Your Files Here !/02 - Training Machine Learning Models/001 Supervised Machine Learning.mp4 40.8 MB
~Get Your Files Here !/02 - Training Machine Learning Models/004 Linear Regression.mp4 38.9 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/005 Is it possible for deeper networks to be faster than shallow networks ResNet.mp4 37.9 MB
~Get Your Files Here !/02 - Training Machine Learning Models/006 Tips for Gradient Descent.mp4 36.5 MB
~Get Your Files Here !/04 - Training Deep Neural Networks/008 Recurrent Neural Networks.mp4 34.5 MB
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~Get Your Files Here !/02 - Training Machine Learning Models/015 Support Vector Machines.mp4 33.5 MB
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【影视】 [ DevCourseWeb.com ] Udemy - BigQuery ML - Machine Learning in Google Cloud with BigQuery

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~Get Your Files Here !/9. K-means Clustering/6. K-means Example in BigQuery - Create model.mp4 72.3 MB
~Get Your Files Here !/4. Linear Regression/14. Model Training - Write Create model Query for Linear regression.mp4 70.6 MB
~Get Your Files Here !/10. Boosted Trees/9. Boosted Tree Example - Create model.mp4 70.5 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/9. ARIMA+ Example - Create Model.mp4 66.8 MB
~Get Your Files Here !/12. Deep Neural Network (DNN)/UCI HAR Dataset/train/X_train.txt 66.0 MB
~Get Your Files Here !/2. BigQuery ML (BQML) introduction/6. BQML supported models.mp4 64.1 MB
~Get Your Files Here !/4. Linear Regression/17. Model Training - Optimize Create Model Query.mp4 60.6 MB
~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/11. ARIMA+ Example - Inferencing Functions.mp4 60.6 MB
~Get Your Files Here !/9. K-means Clustering/9. K-means Example in BigQuery - Anomaly detection.mp4 59.3 MB
~Get Your Files Here !/9. K-means Clustering/7. K-means Example in BigQuery - Evaluation.mp4 58.9 MB
~Get Your Files Here !/10. Boosted Trees/6. Boosted Tree Example - Use Case Intro & EDA.mp4 56.1 MB
~Get Your Files Here !/3. BigQuery Basics - Crash course/7. Create a Table.mp4 55.3 MB
~Get Your Files Here !/4. Linear Regression/16. Model Evaluation Query (ML.EVALUATE).mp4 54.8 MB
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~Get Your Files Here !/14. ARIMA+ for Time series Forecasting/8. ARIMA+ Example - Use case & EDA.mp4 53.5 MB
~Get Your Files Here !/10. Boosted Trees/10. Boosted Tree Example - Hyperparameter Tuning.mp4 52.8 MB
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【影视】 [ CourseBoat.com ] Udemy - Machine Learning for Predictive Maps in Python and Leaflet

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~Get Your Files Here !/6. Automating the Machine Learning Pipeline/2. Embedding the Machine Learning Pipeline in the Application.mp4 332.4 MB
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 185.9 MB
~Get Your Files Here !/5. Machine Learning/2. Data Pre-processing.mp4 158.0 MB
~Get Your Files Here !/7. Leaflet Programming/7. Creating the Prediction Score Legend.mp4 155.0 MB
~Get Your Files Here !/3. Writing the Django Server-Side Code/3. Adding the admin.py Code.mp4 142.9 MB
~Get Your Files Here !/7. Leaflet Programming/5. Creating the Predicted High Risk Point Layer Group.mp4 138.9 MB
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~Get Your Files Here !/5. Machine Learning/3. Model Selection.mp4 105.5 MB
~Get Your Files Here !/7. Leaflet Programming/3. Creating the Point Layer Group.mp4 103.8 MB
~Get Your Files Here !/7. Leaflet Programming/2. Creating the Marker Layer Group.mp4 98.4 MB
~Get Your Files Here !/7. Leaflet Programming/6. Creating the Legend.mp4 97.8 MB
~Get Your Files Here !/7. Leaflet Programming/1. Creating Multiple Basemaps.mp4 93.3 MB
~Get Your Files Here !/7. Leaflet Programming/4. Creating the Predicted Point Layer Group.mp4 90.4 MB
~Get Your Files Here !/2. Setup and Installations/3. Installing Django.mp4 78.0 MB
~Get Your Files Here !/4. Writing the Application Front-end Code/2. Creating Django Views.mp4 66.0 MB
~Get Your Files Here !/4. Writing the Application Front-end Code/3. Creating URL Patterns for the REST API.mp4 65.5 MB
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【影视】 [Tutorialsplanet.NET] Udemy - Python for Data Science & Machine Learning from A-Z

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19. PCA/7. PCA - Image Compression.mp4 262.1 MB
16. Ensemble Learning and Random Forests/6. Implementing Random Forests from scratch Part 1.mp4 212.4 MB
15. Decision Trees/7. ID3 - Putting Everything Together.mp4 191.3 MB
14. K Nearest Neighbors/3. EDA on Iris Dataset.mp4 169.7 MB
15. Decision Trees/3. What is Entropy and Information Gain.mp4 142.7 MB
19. PCA/9. PCA - Biplot and the Screen Plot.mp4 142.2 MB
1. Introduction/6. How To Get a Data Science Job.mp4 137.6 MB
1. Introduction/5. What is a Data Scientist.mp4 133.7 MB
17. Support Vector Machines/6. SVM - Kernel Types.mp4 132.5 MB
15. Decision Trees/2. EDA on Adult Dataset.mp4 129.2 MB
15. Decision Trees/8. Evaluating our ID3 implementation.mp4 127.9 MB
19. PCA/8. PCA Data Preprocessing.mp4 126.3 MB
15. Decision Trees/13. Pruning.mp4 118.5 MB
17. Support Vector Machines/8. SVM with Non-linear Dataset.mp4 117.0 MB
13. Linear and Logistic Regression/3. Linear Regression + Correlation Methods.mp4 115.7 MB
18. K-means/3. Representing Clusters.mp4 114.9 MB
3. Python For Data Science/15. Python Dictionaries.mp4 109.2 MB
17. Support Vector Machines/7. SVM with Linear Dataset (Iris).mp4 106.5 MB
18. K-means/1. Unsupervised Machine Learning Intro.mp4 105.8 MB
9. Machine Learning/1. Introduction To Machine Learning.mp4 103.5 MB

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【影视】 Udemy - Machine Learning, Deep Learning and Bayesian Learning

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03 - Machine Learning Numpy + Scikit Learn/012 CART part 2.mp4 174.6 MB
12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/009 Semantic Segmentation training with PyTorch Lightning.mp4 136.5 MB
04 - Machine Learning Classification + Time Series + Model Diagnostics/005 Titanic dataset.mp4 122.0 MB
09 - Deep Learning Recurrent Neural Nets/010 Sequence to Sequence models Prediction step.mp4 109.8 MB
13 - Deep Learning Transformers and BERT/008 Pytorch Lightning + DistilBERT for classification.mp4 107.7 MB
05 - Unsupervised Learning/002 Fashion MNIST PCA.mp4 107.1 MB
09 - Deep Learning Recurrent Neural Nets/005 Deep Learning - Long Short Term Memory (LSTM) Nets.mp4 95.4 MB
03 - Machine Learning Numpy + Scikit Learn/009 Linear Regresson Part 1.mp4 94.9 MB
04 - Machine Learning Classification + Time Series + Model Diagnostics/007 Sklearn classification.mp4 94.4 MB
04 - Machine Learning Classification + Time Series + Model Diagnostics/019 Area Under Curve (AUC) Part 1.mp4 88.2 MB
09 - Deep Learning Recurrent Neural Nets/008 Sequence to Sequence Introduction + Data Prep.mp4 84.0 MB
10 - Deep Learning PyTorch Introduction/006 Deep Learning with Pytorch Stochastic Gradient Descent.mp4 83.3 MB
03 - Machine Learning Numpy + Scikit Learn/004 Kmeans part 1.mp4 82.2 MB
04 - Machine Learning Classification + Time Series + Model Diagnostics/012 FB Prophet part 1.mp4 81.8 MB
06 - Natural Language Processing + Regularization/009 Feature Extraction with Spacy (using Pandas).mp4 80.2 MB
09 - Deep Learning Recurrent Neural Nets/007 Transfer Learning - GLOVE vectors.mp4 78.2 MB
03 - Machine Learning Numpy + Scikit Learn/010 Linear Regression Part 2.mp4 75.0 MB
14 - Bayesian Learning and probabilistic programming/005 Coin Toss Example with Pymc3.mp4 74.1 MB
14 - Bayesian Learning and probabilistic programming/004 Bayesian learning Population estimation pymc3 way.mp4 74.0 MB
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~Get Your Files Here !/05 - Success Metrics/001 Classification success metrics.mp4 137.3 MB
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