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Advanced Machine Learning .NET Applications
TORRENT SUMMARY
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Take your machine learning .NET applications to the next level in this course, with software engineer Sam Nasr. Join Sam as he explores using ML.Net with other frameworks like ONNX and TensorFlow. In addition, he discusses best practices for properly collecting data for ML, source control, versioning, and common pitfalls.
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/01 - Advanced machine learning .NET.mp4
2.5 MB
~Get Your Files Here !/01 - Introduction/01 - Advanced machine learning .NET.srt
1.3 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4
1 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt
1.2 KB
~Get Your Files Here !/02 - 1. Preparing Data for Machine Learning/01 - Collecting data correctly.mp4
4.8 MB
~Get Your Files Here !/02 - 1. Preparing Data for Machine Learning/01 - Collecting data correctly.srt
3.8 KB
~Get Your Files Here !/02 - 1. Preparing Data for Machine Learning/02 - Utilize SME.mp4
2.2 MB
~Get Your Files Here !/02 - 1. Preparing Data for Machine Learning/02 - Utilize SME.srt
2.3 KB
~Get Your Files Here !/02 - 1. Preparing Data for Machine Learning/03 - Data types and structure.mp4
3.9 MB
~Get Your Files Here !/02 - 1. Preparing Data for Machine Learning/03 - Data types and structure.srt
3.3 KB
~Get Your Files Here !/02 - 1. Preparing Data for Machine Learning/04 - Business logic.mp4
2.6 MB
~Get Your Files Here !/02 - 1. Preparing Data for Machine Learning/04 - Business logic.srt
2.3 KB
~Get Your Files Here !/02 - 1. Preparing Data for Machine Learning/05 - Outliers.mp4
3.3 MB
~Get Your Files Here !/02 - 1. Preparing Data for Machine Learning/05 - Outliers.srt
3.9 KB
~Get Your Files Here !/02 - 1. Preparing Data for Machine Learning/06 - Biases.mp4
2.1 MB
~Get Your Files Here !/02 - 1. Preparing Data for Machine Learning/06 - Biases.srt
2.1 KB
~Get Your Files Here !/02 - 1. Preparing Data for Machine Learning/07 - Data cleansing tools.mp4
2.4 MB
~Get Your Files Here !/02 - 1. Preparing Data for Machine Learning/07 - Data cleansing tools.srt
2.4 KB
~Get Your Files Here !/02 - 1. Preparing Data for Machine Learning/08 - Demo Checking data.mp4
4.6 MB
~Get Your Files Here !/02 - 1. Preparing Data for Machine Learning/08 - Demo Checking data.srt
3.6 KB
~Get Your Files Here !/03 - 2. How to Generate an ONNX Model/01 - What is ONNX.mp4
1.3 MB
~Get Your Files Here !/03 - 2. How to Generate an ONNX Model/01 - What is ONNX.srt
1.2 KB
~Get Your Files Here !/03 - 2. How to Generate an ONNX Model/02 - Set up the .NET project for ONNX.mp4
862.2 KB
~Get Your Files Here !/03 - 2. How to Generate an ONNX Model/02 - Set up the .NET project for ONNX.srt
857 B
~Get Your Files Here !/03 - 2. How to Generate an ONNX Model/03 - Create a model.mp4
1.7 MB
~Get Your Files Here !/03 - 2. How to Generate an ONNX Model/03 - Create a model.srt
2.2 KB
~Get Your Files Here !/03 - 2. How to Generate an ONNX Model/04 - Generate an ONNX model.mp4
1.6 MB
~Get Your Files Here !/03 - 2. How to Generate an ONNX Model/04 - Generate an ONNX model.srt
1.2 KB
~Get Your Files Here !/03 - 2. How to Generate an ONNX Model/05 - Using Netron.mp4
936.6 KB
~Get Your Files Here !/03 - 2. How to Generate an ONNX Model/05 - Using Netron.srt
1 KB
~Get Your Files Here !/03 - 2. How to Generate an ONNX Model/06 - Demo Generate an ONNX model in Visual Studio.mp4
7.7 MB
~Get Your Files Here !/03 - 2. How to Generate an ONNX Model/06 - Demo Generate an ONNX model in Visual Studio.srt
5.4 KB
~Get Your Files Here !/04 - 3. How to Utilize TensorFlow Framework/01 - Image recognition vs. categorization.mp4
2.6 MB
~Get Your Files Here !/04 - 3. How to Utilize TensorFlow Framework/01 - Image recognition vs. categorization.srt
2.4 KB
~Get Your Files Here !/04 - 3. How to Utilize TensorFlow Framework/02 - What is TensorFlow.mp4
1.9 MB
~Get Your Files Here !/04 - 3. How to Utilize TensorFlow Framework/02 - What is TensorFlow.srt
1.5 KB
~Get Your Files Here !/04 - 3. How to Utilize TensorFlow Framework/03 - Set up the .NET project for TensorFlow.mp4
2.2 MB
~Get Your Files Here !/04 - 3. How to Utilize TensorFlow Framework/03 - Set up the .NET project for TensorFlow.srt
2.6 KB
~Get Your Files Here !/04 - 3. How to Utilize TensorFlow Framework/04 - Train the model.mp4
1.6 MB
~Get Your Files Here !/04 - 3. How to Utilize TensorFlow Framework/04 - Train the model.srt
1.7 KB
~Get Your Files Here !/04 - 3. How to Utilize TensorFlow Framework/05 - Evaluate the model.mp4
1.5 MB
~Get Your Files Here !/04 - 3. How to Utilize TensorFlow Framework/05 - Evaluate the model.srt
1.1 KB
~Get Your Files Here !/04 - 3. How to Utilize TensorFlow Framework/06 - Demo Train a TensorFlow model in Visual Studio.mp4
11.6 MB
~Get Your Files Here !/04 - 3. How to Utilize TensorFlow Framework/06 - Demo Train a TensorFlow model in Visual Studio.srt
6.5 KB
~Get Your Files Here !/05 - 4. Model Maintenance/01 - What is MLOps.mp4
3.1 MB
~Get Your Files Here !/05 - 4. Model Maintenance/01 - What is MLOps.srt
3.3 KB
~Get Your Files Here !/05 - 4. Model Maintenance/02 - Retraining the model.mp4
1.3 MB
~Get Your Files Here !/05 - 4. Model Maintenance/02 - Retraining the model.srt
1.9 KB
~Get Your Files Here !/05 - 4. Model Maintenance/03 - Versioning.mp4
1.4 MB
~Get Your Files Here !/05 - 4. Model Maintenance/03 - Versioning.srt
1.6 KB
~Get Your Files Here !/05 - 4. Model Maintenance/04 - Source control.mp4
3.3 MB
~Get Your Files Here !/05 - 4. Model Maintenance/04 - Source control.srt
2.8 KB
~Get Your Files Here !/06 - 5. Common Pitfalls/01 - Machine Learning Model not in the context menu.mp4
1.4 MB
~Get Your Files Here !/06 - 5. Common Pitfalls/01 - Machine Learning Model not in the context menu.srt
1.3 KB
~Get Your Files Here !/06 - 5. Common Pitfalls/02 - Is 32-bit supported on Windows.mp4
520.6 KB
~Get Your Files Here !/06 - 5. Common Pitfalls/02 - Is 32-bit supported on Windows.srt
713 B
~Get Your Files Here !/06 - 5. Common Pitfalls/03 - Ensure the app is targeting x64 or x86.mp4
780.3 KB
~Get Your Files Here !/06 - 5. Common Pitfalls/03 - Ensure the app is targeting x64 or x86.srt
863 B
~Get Your Files Here !/06 - 5. Common Pitfalls/04 - New project with a different build target.mp4
1.1 MB
~Get Your Files Here !/06 - 5. Common Pitfalls/04 - New project with a different build target.srt
1.2 KB
~Get Your Files Here !/06 - 5. Common Pitfalls/05 - Challenge Training and comparing ML.NET models.mp4
1.3 MB
~Get Your Files Here !/06 - 5. Common Pitfalls/05 - Challenge Training and comparing ML.NET models.srt
1.3 KB
~Get Your Files Here !/06 - 5. Common Pitfalls/06 - Solution Training and comparing ML.NET models.mp4
9.2 MB
~Get Your Files Here !/06 - 5. Common Pitfalls/06 - Solution Training and comparing ML.NET models.srt
5.1 KB
~Get Your Files Here !/07 - Conclusion/01 - Next steps.mp4
1.2 MB
~Get Your Files Here !/07 - Conclusion/01 - Next steps.srt
