Torrent Downloads » Other » [ DevCourseWeb com ] Udemy - Automated Machine Learning with AutoGluon Library in Python
Other
[ DevCourseWeb com ] Udemy - Automated Machine Learning with AutoGluon Library in Python
Torrent info
Torrent Files List
Get Bonus Downloads Here.url (Size: 2.13 GB) (Files: 59)
Get Bonus Downloads Here.url
~Get Your Files Here !
1. Course Overview and Introduction
1. Course Downloads and Files.html
2. Course Welcome.mp4
3. Course Curriculum Overview.mp4
4. AutoGluon Overview.mp4
2. Tabular Data - Classification and Regression
1. Introduction to Tabular Data Section.mp4
10. OPTIONAL Regression Metrics.mp4
11. AutoGluon Fit Parameters Inference Constraints and Manual Hyperparameters.mp4
12. Advanced AutoGluon Presets and Deployment.mp4
13. Advanced AutoGluon Custom Feature Engineering Pipeline.mp4
2. OPTIONAL Supervised Learning Overview.mp4
3. AutoGluon Classification Part One Data and Split.mp4
4. AutoGluon Classification Part Two Training the Model.mp4
5. OPTIONAL Train Test Splits and Cross-Validation.mp4
6. AutoGluon Classification Part Three Validation.mp4
7. AutoGluon Classification Part Four Interpretability.mp4
8. OPTIONAL Classification Metrics.mp4
9. AutoGluon Regression Data, Split, Training, and Validation.mp4
3. Multi-Modal Datasets
1. Introduction to Multi-Modal Data Problems.mp4
2. Optional Download Trained Book Rating Prediction Model Here.html
3. Natural Language - MultiClass Problem - Part One.mp4
4. Natural Language - MultiClass Problem - Part Two.mp4
5. Optional Download Trained Sentiment Analysis Model.html
6. MultiModalPredictor on Binary Class with Natural Language Text.mp4
book_rating
SummaryOfModels.html
__version__
learner.pkl
metadata.json
models
CatBoost
model.pkl
LightGBM
model.pkl
LightGBMLarge
model.pkl
LightGBMXT
model.pkl
NeuralNetTorch
model.pkl
WeightedEnsemble_L2
model.pkl
utils
model_template.pkl
oof.pkl
XGBoost
model.pkl
xgb.ubj
trainer.pkl
predictor.pkl
utils
attr
CatBoost
y_pred_proba_val.pkl
LightGBM
y_pred_proba_val.pkl
LightGBMLarge
y_pred_proba_val.pkl
LightGBMXT
y_pred_proba_val.pkl
NeuralNetTorch
y_pred_proba_val.pkl
XGBoost
y_pred_proba_val.pkl
data
X.pkl
X_val.pkl
y.pkl
y_val.pkl
4. Time Series Forecasting
1. Introduction to Time Series.mp4
2. Overview of Time Series in AutoGluon.mp4
3. Single Variate Time Series Forecasting in AutoGluon - Part One.mp4
4. Single Variate Time Series Forecasting in AutoGluon - Part Two.mp4
5. Single Variate Time Series Forecasting in AutoGluon - Part Three.mp4
6. Known Covariate Time Series Forecasting in AutoGluon - Part One.mp4
7. Known Covariate Time Series Forecasting in AutoGluon - Part Two.mp4
8. Past Covariate Time Series Forecasting.mp4
Bonus Resources.txt
Torrent description
Feel free to post any comments about this torrent, including links to Subtitle, samples, screenshots, or any other relevant information, Watch [ DevCourseWeb com ] Udemy - Automated Machine Learning with AutoGluon Library in Python Online Free Full Movies Like 123Movies, Putlockers, Fmovies, Netflix or Download Direct via Magnet Link in Torrent Details.
