Packt Hands-On Machine Learning for NET Developers-XQZT | Apps-Tutorials | MP4 | 1.65 GiB
307 kb/s 1920×1080 | AAC 155 kb/s 2 CH eng
Another exquisit release
Packt.Hands-On.Machine.Learning.for.NET.Developers-XQZT
Title: Hands-On Machine Learning for .NET Developers
Publisher: Packt
Size: 1.7G (1776579952 B)
Files: 8F
Date: 06/23/2020
Course #: 9781800205024
Type: N/A
Published: 2020-06-30
Modified: N/A
URL: subscription.packtpub.com/video/data/9781800205024
Author: Karl Tillstrm
Duration: N/A
Skill: N/A
Exer/Code: [X]
Installation:
Unpack that shit, run that shit
Description:
Use machine learning today without a machine learning
1.7G Hands-On Machine Learning for .NET Developers [Video] 57M Hands-On Machine Learning for .NET Developers [Video]/1.Finding the Best Price on Laptops Using Price Prediction (Regression) 9.0M Hands-On Machine Learning for .NET Developers [Video]/1.Finding the Best Price on Laptops Using Price Prediction (Regression)/01.The Course Overview.mp4 9.9M Hands-On Machine Learning for .NET Developers [Video]/1.Finding the Best Price on Laptops Using Price Prediction (Regression)/02.Demo of the Application and How to Apply Machine Learning.mp4 6.8M Hands-On Machine Learning for .NET Developers [Video]/1.Finding the Best Price on Laptops Using Price Prediction (Regression)/03.Installing the ML.NET Model Builder.mp4 7.6M Hands-On Machine Learning for .NET Developers [Video]/1.Finding the Best Price on Laptops Using Price Prediction (Regression)/04.Automatically Generate a Model with the ML.NET Model Builder.mp4 17M Hands-On Machine Learning for .NET Developers [Video]/1.Finding the Best Price on Laptops Using Price Prediction (Regression)/05.Using the Final Model in the Desktop Application.mp4 7.0M Hands-On Machine Learning for .NET Developers [Video]/1.Finding the Best Price on Laptops Using Price Prediction (Regression)/06.Generating the Model Using the ML.NET CLI Tool.mp4 62M Hands-On Machine Learning for .NET Developers [Video]/2.Determining Aggression in User Comments 7.0M Hands-On Machine Learning for .NET Developers [Video]/2.Determining Aggression in User Comments/07.Demo of the Web API and the Wikipedia Aggression Dataset.mp4 15M Hands-On Machine Learning for .NET Developers [Video]/2.Determining Aggression in User Comments/08.Digging into the Code Learn What a Training Pipeline Is.mp4 18M Hands-On Machine Learning for .NET Developers [Video]/2.Determining Aggression in User Comments/09.Implementing a Pipeline for the Aggression Scorer.mp4 22M Hands-On Machine Learning for .NET Developers [Video]/2.Determining Aggression in User Comments/10.Using the Custom Model in the Web API.mp4 60M Hands-On Machine Learning for .NET Developers [Video]/3.Evaluating, Improving, and Retraining Your Model 18M Hands-On Machine Learning for .NET Developers [Video]/3.Evaluating, Improving, and Retraining Your Model/11.Evaluating Your Model.mp4 7.6M Hands-On Machine Learning for .NET Developers [Video]/3.Evaluating, Improving, and Retraining Your Model/12.Splitting the Data into Training and Test Sets.mp4 19M Hands-On Machine Learning for .NET Developers [Video]/3.Evaluating, Improving, and Retraining Your Model/13.Retraining the Model with More Data.mp4 16M Hands-On Machine Learning for .NET Developers [Video]/3.Evaluating, Improving, and Retraining Your Model/14.Evaluating with Cross-Validation.mp4 53M Hands-On Machine Learning for .NET Developers [Video]/4.Classifying News into Subjects 12M Hands-On Machine Learning for .NET Developers [Video]/4.Classifying News into Subjects/15.Multiclass Classification and the UCI News Dataset.mp4 13M Hands-On Machine Learning for .NET Developers [Video]/4.Classifying News into Subjects/16.Using AutoML to Find a Suitable Model.mp4 13M Hands-On Machine Learning for .NET Developers [Video]/4.Classifying News into Subjects/17.Building the Pipeline and Evaluating the Performance.mp4 16M Hands-On Machine Learning for .NET Developers [Video]/4.Classifying News into Subjects/18.Explore the Effect of Imbalanced Data on the Metrics.mp4 62M Hands-On Machine Learning for .NET Developers [Video]/5.Building a Recommender System 8.0M Hands-On Machine Learning for .NET Developers [Video]/5.Building a Recommender System/19.The Restaurant Recommender.mp4 12M Hands-On Machine Learning for .NET Developers [Video]/5.Building a Recommender System/20.Building the Restaurant Recommendation Model.mp4 42M Hands-On Machine Learning for .NET Developers [Video]/5.Building a Recommender System/21.Exploring Hyper Parameters to Improve the Accuracy.mp4 77M Hands-On Machine Learning for .NET Developers [Video]/6.Classifying Images Using TensorFlow 'Transfer Learning' 5.9M Hands-On Machine Learning for .NET Developers [Video]/6.Classifying Images Using TensorFlow 'Transfer Learning'/22.Image Classification and Our Dataset.mp4 16M Hands-On Machine Learning for .NET Developers [Video]/6.Classifying Images Using TensorFlow 'Transfer Learning'/23.Deep Learning and Transferring Learnings from TensorFlow.mp4 22M Hands-On Machine Learning for .NET Developers [Video]/6.Classifying Images Using TensorFlow 'Transfer Learning'/24.Training the Custom Image Classification Model.mp4 9.6M Hands-On Machine Learning for .NET Developers [Video]/6.Classifying Images Using TensorFlow 'Transfer Learning'/25.Using the Trained Model in the Desktop Application.mp4 24M Hands-On Machine Learning for .NET Developers [Video]/6.Classifying Images Using TensorFlow 'Transfer Learning'/26.Speeding Up Model Training Using the GPU.mp4 67M Hands-On Machine Learning for .NET Developers [Video]/7.Detecting Facial Expressions in Your Webcam with a Pre-Trained ONNX Model 6.2M Hands-On Machine Learning for .NET Developers [Video]/7.Detecting Facial Expressions in Your Webcam with a Pre-Trained ONNX Model/27.What ONNX Is.mp4 17M Hands-On Machine Learning for .NET Developers [Video]/7.Detecting Facial Expressions in Your Webcam with a Pre-Trained ONNX Model/28.The FER+ ONNX Model.mp4 13M Hands-On Machine Learning for .NET Developers [Video]/7.Detecting Facial Expressions in Your Webcam with a Pre-Trained ONNX Model/29.Creating Our ONNX Pipeline.mp4 21M Hands-On Machine Learning for .NET Developers [Video]/7.Detecting Facial Expressions in Your Webcam with a Pre-Trained ONNX Model/30.Detecting Emotions in Images and Webcam.mp4 11M Hands-On Machine Learning for .NET Developers [Video]/7.Detecting Facial Expressions in Your Webcam with a Pre-Trained ONNX Model/31.Saving a ML.NET Model in ONNX Format.mp4 1.3G Hands-On Machine Learning for .NET Developers [Video]/Exercise Files 1.3G Hands-On Machine Learning for .NET Developers [Video]/Exercise Files/code_9781800205024.zip 1.7G total
File: 01.The Course Overview.mp4 Size: 9387608 bytes (8.95 MiB), duration: 00:04:04, avg.bitrate: 308 kb/s Audio: aac, 48000 Hz, stereo (eng) Video: h264, yuv420p, 1920x1080, 30.00 fps(r) (und)
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Keywords: Packt, Hands, Machine, Learning, for, NET, Developers, XQZT
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