| File | Size |
|---|
| 0. Websites you may like/0. (1Hack.Us) Premium Tutorials-Guides-Articles _ Community based Forum.url | 377.00 B |
| 0. Websites you may like/1. (FreeCoursesOnline.Me) Download Udacity, Masterclass, Lynda, PHLearn, Pluralsight Free.url | 286.00 B |
| 0. Websites you may like/3. (FTUApps.com) Download Cracked Developers Applications For Free.url | 239.00 B |
| 0. Websites you may like/How you can help our Group!.txt | 208.00 B |
| 1.Finding the Best Price on Laptops Using Price Prediction (Regression)/01.The Course Overview.mp4 | 9.43 MB |
| 1.Finding the Best Price on Laptops Using Price Prediction (Regression)/02.Demo of the Application and How to Apply Machine Learning.mp4 | 12.28 MB |
| 1.Finding the Best Price on Laptops Using Price Prediction (Regression)/03.Installing the ML.NET Model Builder.mp4 | 6.75 MB |
| 1.Finding the Best Price on Laptops Using Price Prediction (Regression)/04.Automatically Generate a Model with the ML.NET Model Builder.mp4 | 7.55 MB |
| 1.Finding the Best Price on Laptops Using Price Prediction (Regression)/05.Using the Final Model in the Desktop Application.mp4 | 16.03 MB |
| 1.Finding the Best Price on Laptops Using Price Prediction (Regression)/06.Generating the Model Using the ML.NET CLI Tool.mp4 | 6.99 MB |
| 2.Determining Aggression in User Comments/07.Demo of the Web API and the Wikipedia Aggression Dataset.mp4 | 6.93 MB |
| 2.Determining Aggression in User Comments/08.Digging into the Code Learn What a Training Pipeline Is.mp4 | 14.72 MB |
| 2.Determining Aggression in User Comments/09.Implementing a Pipeline for the Aggression Scorer.mp4 | 17.93 MB |
| 2.Determining Aggression in User Comments/10.Using the Custom Model in the Web API.mp4 | 21.56 MB |
| 3.Evaluating, Improving, and Retraining Your Model/11.Evaluating Your Model.mp4 | 17.48 MB |
| 3.Evaluating, Improving, and Retraining Your Model/12.Splitting the Data into Training and Test Sets.mp4 | 7.50 MB |
| 3.Evaluating, Improving, and Retraining Your Model/13.Retraining the Model with More Data.mp4 | 18.54 MB |
| 3.Evaluating, Improving, and Retraining Your Model/14.Evaluating with Cross-Validation.mp4 | 15.98 MB |
| 4.Classifying News into Subjects/15.Multiclass Classification and the UCI News Dataset.mp4 | 11.68 MB |
| 4.Classifying News into Subjects/16.Using AutoML to Find a Suitable Model.mp4 | 12.25 MB |
| 4.Classifying News into Subjects/17.Building the Pipeline and Evaluating the Performance.mp4 | 12.97 MB |
| 4.Classifying News into Subjects/18.Explore the Effect of Imbalanced Data on the Metrics.mp4 | 15.41 MB |
| 5.Building a Recommender System/19.The Restaurant Recommender.mp4 | 7.90 MB |
| 5.Building a Recommender System/20.Building the Restaurant Recommendation Model.mp4 | 11.22 MB |
| 5.Building a Recommender System/21.Exploring Hyper Parameters to Improve the Accuracy.mp4 | 41.99 MB |
| 6.Classifying Images Using TensorFlow 'Transfer Learning'/22.Image Classification and Our Dataset.mp4 | 5.85 MB |
| 6.Classifying Images Using TensorFlow 'Transfer Learning'/23.Deep Learning and Transferring Learnings from TensorFlow.mp4 | 15.32 MB |
| 6.Classifying Images Using TensorFlow 'Transfer Learning'/24.Training the Custom Image Classification Model.mp4 | 21.35 MB |
| 6.Classifying Images Using TensorFlow 'Transfer Learning'/25.Using the Trained Model in the Desktop Application.mp4 | 9.51 MB |
| 6.Classifying Images Using TensorFlow 'Transfer Learning'/26.Speeding Up Model Training Using the GPU.mp4 | 23.97 MB |
| 7.Detecting Facial Expressions in Your Webcam with a Pre-Trained ONNX Model/27.What ONNX Is.mp4 | 6.20 MB |
| 7.Detecting Facial Expressions in Your Webcam with a Pre-Trained ONNX Model/28.The FER+ ONNX Model.mp4 | 16.83 MB |
| 7.Detecting Facial Expressions in Your Webcam with a Pre-Trained ONNX Model/29.Creating Our ONNX Pipeline.mp4 | 12.92 MB |
| 7.Detecting Facial Expressions in Your Webcam with a Pre-Trained ONNX Model/30.Detecting Emotions in Images and Webcam.mp4 | 21.56 MB |
| 7.Detecting Facial Expressions in Your Webcam with a Pre-Trained ONNX Model/31.Saving a ML.NET Model in ONNX Format.mp4 | 9.70 MB |
| Exercise Files/9781800205024_Code/SourceCode.zip | 1.23 GB |
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