Udemy - Automated Machine Learning with AutoGluon Library in Python

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Udemy - Automated Machine Learning with AutoGluon Library in Python

Torrent Contents Size: 2.1 GB

Udemy - Automated Machine Learning with AutoGluon Library in Python
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1. Course Downloads and Files.html
HTML
1.3 KB
1. Introduction to Multi-Modal Data Problems.mp4
MP4
39.1 MB
1. Introduction to Tabular Data Section.mp4
MP4
19.1 MB
1. Introduction to Time Series.mp4
MP4
10.7 MB
10. OPTIONAL Regression Metrics.mp4
MP4
43.4 MB
11. AutoGluon Fit Parameters Inference Constraints and Manual Hyperparameters.mp4
MP4
148.3 MB
12. Advanced AutoGluon Presets and Deployment.mp4
MP4
75.3 MB
13. Advanced AutoGluon Custom Feature Engineering Pipeline.mp4
MP4
65.5 MB
2. Course Welcome.mp4
MP4
12.4 MB
2. OPTIONAL Supervised Learning Overview.mp4
MP4
96 MB
2. Optional Download Trained Book Rating Prediction Model Here.html
HTML
307.2 B
2. Overview of Time Series in AutoGluon.mp4
MP4
57.6 MB
3. AutoGluon Classification Part One Data and Split.mp4
MP4
98.5 MB
3. Course Curriculum Overview.mp4
MP4
45.2 MB
3. Natural Language - MultiClass Problem - Part One.mp4
MP4
89.7 MB
3. Single Variate Time Series Forecasting in AutoGluon - Part One.mp4
MP4
71 MB
4. AutoGluon Classification Part Two Training the Model.mp4
MP4
153.3 MB
4. AutoGluon Overview.mp4
MP4
40.6 MB
4. Natural Language - MultiClass Problem - Part Two.mp4
MP4
42.1 MB
4. Single Variate Time Series Forecasting in AutoGluon - Part Two.mp4
MP4
71 MB
5. OPTIONAL Train Test Splits and Cross-Validation.mp4
MP4
38.4 MB
5. Optional Download Trained Sentiment Analysis Model.html
HTML
614.4 B
5. Single Variate Time Series Forecasting in AutoGluon - Part Three.mp4
MP4
62.6 MB
6. AutoGluon Classification Part Three Validation.mp4
MP4
90.8 MB
6. Known Covariate Time Series Forecasting in AutoGluon - Part One.mp4
MP4
114.6 MB
6. MultiModalPredictor on Binary Class with Natural Language Text.mp4
MP4
123.4 MB
7. AutoGluon Classification Part Four Interpretability.mp4
MP4
92 MB
7. Known Covariate Time Series Forecasting in AutoGluon - Part Two.mp4
MP4
34.8 MB
8. OPTIONAL Classification Metrics.mp4
MP4
96.5 MB
8. Past Covariate Time Series Forecasting.mp4
MP4
49 MB
9. AutoGluon Regression Data, Split, Training, and Validation.mp4
MP4
106.9 MB
Bonus Resources.txt
TXT
409.6 B
Get Bonus Downloads Here.url
URL
204.8 B
SummaryOfModels.html
HTML
9 KB
X.pkl
PKL
115.2 MB
X_val.pkl
PKL
12.9 MB
__version__
0 B
learner.pkl
PKL
2.2 MB
metadata.json
JSON
8.3 KB
model.pkl
PKL
616 KB
model_template.pkl
PKL
1 KB
oof.pkl
PKL
20 KB
predictor.pkl
PKL
409.6 B
trainer.pkl
PKL
271.2 KB
xgb.ubj
UBJ
6.9 MB
y.pkl
PKL
144.1 KB
y_pred_proba_val.pkl
PKL
18.9 KB
y_val.pkl
PKL
16.6 KB

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