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[FreeCoursesOnline.Me] PacktPub - Hands-On Machine Learning for dotNET Developers
magnet:?xt=urn:btih:97794eab6014b24456e47f04ca46bdf4292d8dcc&dn=[FreeCoursesOnline.Me] PacktPub - Hands-On Machine Learning for dotNET Developers
磁力链接详情
Hash值:
97794eab6014b24456e47f04ca46bdf4292d8dcc
点击数:
268
文件大小:
436.31 MB
文件数量:
31
创建日期:
2020-11-22 21:13
最后访问:
2024-6-28 09:54
访问标签:
FreeCoursesOnline
Me
PacktPub
-
Hands-On
Machine
Learning
for
dotNET
Developers
文件列表详情
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 7.5 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 7.9 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 6.2 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 9.7 MB
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