LinkedIn Learning - AutoML - Build Production-Ready Models Quickly
Language: English | Size:308.33 MB
Genre:eLearning

Files Included :

01 - Apply machine learning to problems.mp4 (5.55 MB)
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02 - What you should know before you start.mp4 (1.7 MB)
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01 - Collecting, understanding, and preparing data.mp4 (15.16 MB)
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02 - Choosing the right model for your data.mp4 (13.64 MB)
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03 - Optimizing parameters and evaluating trained models.mp4 (16.31 MB)
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04 - Making predictions about new data.mp4 (8.73 MB)
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05 - AutoML tools Why use them.mp4 (4.76 MB)
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01 - Introducing AutoGluon.mp4 (11.44 MB)
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02 - Training your first AutoGluon model.mp4 (19.88 MB)
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03 - Improving your AutoGluon model.mp4 (24.24 MB)
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04 - Challenge Flight delay prediction.mp4 (4.15 MB)
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05 - Solution Flight delay prediction.mp4 (18.76 MB)
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01 - Computer vision How do you handle image data.mp4 (8.93 MB)
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02 - Introducing Azure Custom Vision.mp4 (11.05 MB)
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03 - Uploading and labeling images.mp4 (13.99 MB)
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04 - Training and validating your model.mp4 (13.86 MB)
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05 - Using your model.mp4 (13.31 MB)
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06 - Working with code Tradeoffs.mp4 (11.98 MB)
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07 - Challenge Multi-class classification.mp4 (1.81 MB)
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08 - Solution Multi-class classification.mp4 (12.67 MB)
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09 - Cleaning up your resources.mp4 (6.81 MB)
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01 - NLP How do you handle text data.mp4 (3.19 MB)
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02 - Introducing HugginFace AutoTrain.mp4 (18.9 MB)
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03 - Formatting and uploading your data for your task.mp4 (7.96 MB)
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04 - Training your AutoNLP model and making predictions.mp4 (22.58 MB)
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05 - Challenge Multi-class text classification.mp4 (2.58 MB)
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06 - Solution Multi-class text classification.mp4 (11.99 MB)
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01 - Other AutoML tools Retraining AutoML models automatically.mp4 (2.42 MB)
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