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[ DevCourseWeb com ] Advanced Machine Learning NET Applications
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01 - Introduction
01 - Advanced machine learning .NET.mp4
01 - Advanced machine learning .NET.srt
02 - What you should know.mp4
02 - What you should know.srt
02 - 1. Preparing Data for Machine Learning
01 - Collecting data correctly.mp4
01 - Collecting data correctly.srt
02 - Utilize SME.mp4
02 - Utilize SME.srt
03 - Data types and structure.mp4
03 - Data types and structure.srt
04 - Business logic.mp4
04 - Business logic.srt
05 - Outliers.mp4
05 - Outliers.srt
06 - Biases.mp4
06 - Biases.srt
07 - Data cleansing tools.mp4
07 - Data cleansing tools.srt
08 - Demo Checking data.mp4
08 - Demo Checking data.srt
03 - 2. How to Generate an ONNX Model
01 - What is ONNX.mp4
01 - What is ONNX.srt
02 - Set up the .NET project for ONNX.mp4
02 - Set up the .NET project for ONNX.srt
03 - Create a model.mp4
03 - Create a model.srt
04 - Generate an ONNX model.mp4
04 - Generate an ONNX model.srt
05 - Using Netron.mp4
05 - Using Netron.srt
06 - Demo Generate an ONNX model in Visual Studio.mp4
06 - Demo Generate an ONNX model in Visual Studio.srt
04 - 3. How to Utilize TensorFlow Framework
01 - Image recognition vs. categorization.mp4
01 - Image recognition vs. categorization.srt
02 - What is TensorFlow.mp4
02 - What is TensorFlow.srt
03 - Set up the .NET project for TensorFlow.mp4
03 - Set up the .NET project for TensorFlow.srt
04 - Train the model.mp4
04 - Train the model.srt
05 - Evaluate the model.mp4
05 - Evaluate the model.srt
06 - Demo Train a TensorFlow model in Visual Studio.mp4
06 - Demo Train a TensorFlow model in Visual Studio.srt
05 - 4. Model Maintenance
01 - What is MLOps.mp4
01 - What is MLOps.srt
02 - Retraining the model.mp4
02 - Retraining the model.srt
03 - Versioning.mp4
03 - Versioning.srt
04 - Source control.mp4
04 - Source control.srt
06 - 5. Common Pitfalls
01 - Machine Learning Model not in the context menu.mp4
01 - Machine Learning Model not in the context menu.srt
02 - Is 32-bit supported on Windows.mp4
02 - Is 32-bit supported on Windows.srt
03 - Ensure the app is targeting x64 or x86.mp4
03 - Ensure the app is targeting x64 or x86.srt
04 - New project with a different build target.mp4
04 - New project with a different build target.srt
05 - Challenge Training and comparing ML.NET models.mp4
05 - Challenge Training and comparing ML.NET models.srt
06 - Solution Training and comparing ML.NET models.mp4
06 - Solution Training and comparing ML.NET models.srt
07 - Conclusion
01 - Next steps.mp4
01 - Next steps.srt
Bonus Resources.txt
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