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Torrent File Content (1697 files)


[ CoursePig.com ] USC.EDU - AutoML - Build Production-Ready Models Quickly!
     Get Bonus Downloads Here.url -
179 bytes

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          01 - Introduction/01 - Apply machine learning to problems.mp4 -
5.55 MB

          01 - Introduction/01 - Apply machine learning to problems.srt -
1.47 KB

          01 - Introduction/02 - What you should know before you start.mp4 -
1.7 MB

          01 - Introduction/02 - What you should know before you start.srt -
1.72 KB

          02 - 1. Building Machine Learning Models/01 - Collecting, understanding, and preparing data.mp4 -
15.16 MB

          02 - 1. Building Machine Learning Models/01 - Collecting, understanding, and preparing data.srt -
7.62 KB

          02 - 1. Building Machine Learning Models/02 - Choosing the right model for your data.mp4 -
13.64 MB

          02 - 1. Building Machine Learning Models/02 - Choosing the right model for your data.srt -
6.97 KB

          02 - 1. Building Machine Learning Models/03 - Optimizing parameters and evaluating trained models.mp4 -
16.31 MB

          02 - 1. Building Machine Learning Models/03 - Optimizing parameters and evaluating trained models.srt -
8.41 KB

          02 - 1. Building Machine Learning Models/04 - Making predictions about new data.mp4 -
8.73 MB

          02 - 1. Building Machine Learning Models/04 - Making predictions about new data.srt -
4.23 KB

          02 - 1. Building Machine Learning Models/05 - AutoML tools Why use them.mp4 -
4.76 MB

          02 - 1. Building Machine Learning Models/05 - AutoML tools Why use them.srt -
3.6 KB

          03 - 2. AutoML for Tabular Data/01 - Introducing AutoGluon.mp4 -
11.44 MB

          03 - 2. AutoML for Tabular Data/01 - Introducing AutoGluon.srt -
5.53 KB

          03 - 2. AutoML for Tabular Data/02 - Training your first AutoGluon model.mp4 -
19.88 MB

          03 - 2. AutoML for Tabular Data/02 - Training your first AutoGluon model.srt -
9.13 KB

          03 - 2. AutoML for Tabular Data/03 - Improving your AutoGluon model.mp4 -
24.24 MB

          03 - 2. AutoML for Tabular Data/03 - Improving your AutoGluon model.srt -
12.52 KB

          03 - 2. AutoML for Tabular Data/04 - Challenge Flight delay prediction.mp4 -
4.15 MB

          03 - 2. AutoML for Tabular Data/04 - Challenge Flight delay prediction.srt -
1.71 KB

          03 - 2. AutoML for Tabular Data/05 - Solution Flight delay prediction.mp4 -
18.76 MB

          03 - 2. AutoML for Tabular Data/05 - Solution Flight delay prediction.srt -
6.82 KB

          04 - 3. AutoML for Image Data/01 - Computer vision How do you handle image data.mp4 -
8.93 MB

          04 - 3. AutoML for Image Data/01 - Computer vision How do you handle image data.srt -
7.38 KB

          04 - 3. AutoML for Image Data/02 - Introducing Azure Custom Vision.mp4 -
11.05 MB

          04 - 3. AutoML for Image Data/02 - Introducing Azure Custom Vision.srt -
8.1 KB

          04 - 3. AutoML for Image Data/03 - Uploading and labeling images.mp4 -
13.99 MB

          04 - 3. AutoML for Image Data/03 - Uploading and labeling images.srt -
6.4 KB

          04 - 3. AutoML for Image Data/04 - Training and validating your model.mp4 -
13.86 MB

          04 - 3. AutoML for Image Data/04 - Training and validating your model.srt -
10.48 KB

          04 - 3. AutoML for Image Data/05 - Using your model.mp4 -
13.31 MB

          04 - 3. AutoML for Image Data/05 - Using your model.srt -
6.97 KB

          04 - 3. AutoML for Image Data/06 - Working with code Tradeoffs.mp4 -
11.98 MB

          04 - 3. AutoML for Image Data/06 - Working with code Tradeoffs.srt -
5.4 KB

          04 - 3. AutoML for Image Data/07 - Challenge Multi-class classification.mp4 -
1.81 MB

          04 - 3. AutoML for Image Data/07 - Challenge Multi-class classification.srt -
1.28 KB

          04 - 3. AutoML for Image Data/08 - Solution Multi-class classification.mp4 -
12.67 MB

          04 - 3. AutoML for Image Data/08 - Solution Multi-class classification.srt -
7.38 KB

          04 - 3. AutoML for Image Data/09 - Cleaning up your resources.mp4 -
6.81 MB

          04 - 3. AutoML for Image Data/09 - Cleaning up your resources.srt -
4.59 KB

          05 - 4. AutoML for Text Data/01 - NLP How do you handle text data.mp4 -
3.19 MB

          05 - 4. AutoML for Text Data/01 - NLP How do you handle text data.srt -
3.63 KB

          05 - 4. AutoML for Text Data/02 - Introducing HugginFace AutoTrain.mp4 -
18.9 MB

          05 - 4. AutoML for Text Data/02 - Introducing HugginFace AutoTrain.srt -
6.55 KB

          05 - 4. AutoML for Text Data/03 - Formatting and uploading your data for your task.mp4 -
7.96 MB

          05 - 4. AutoML for Text Data/03 - Formatting and uploading your data for your task.srt -
4.82 KB

          05 - 4. AutoML for Text Data/04 - Training your AutoNLP model and making predictions.mp4 -
22.58 MB

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