Skip to content

Udemy - Hyperparameter Optimization for Machine Learning (9.2024)

Sign up to create lists
Report Udemy - Hyperparameter Optimization for Machine Learning (9.2024)
Unverified source. This magnet is from an unverified source. The content may be unsafe or mislabeled. Proceed with caution.
Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
95C51FE4BC58C931EF1ED39C52F8FB4C8DC44191
Source
Unverified
Total Size
4.15 GB
Total Files
100
Seeders
1
Leechers
0
Health
1.00
Score
2
Type
Bookware

File List

FileSize
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/01 - Introduction/001 Introduction.mp430.79 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/01 - Introduction/001 Introduction.srt5.01 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/01 - Introduction/002 Course curriculum.mp412.49 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/01 - Introduction/002 Course curriculum.srt9.21 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/01 - Introduction/003 Course aim and knowledge requirements.mp411.83 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/01 - Introduction/003 Course aim and knowledge requirements.srt3.58 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/01 - Introduction/004 Course material.mp46.36 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/01 - Introduction/004 Course material.srt2.6 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/01 - Introduction/005 Jupyter notebooks.html3.49 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/01 - Introduction/006 Presentations.html2.85 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/01 - Introduction/007 Datasets.html2.74 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/01 - Introduction/008 Set up your computer - required packages.html2.94 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/01 - Introduction/009 Resources to learn machine learning skills.html4.9 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/02 - Hyperparameter Tuning - Overview/010 Parameters and Hyperparameters.mp438.06 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/02 - Hyperparameter Tuning - Overview/010 Parameters and Hyperparameters.srt15.71 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/02 - Hyperparameter Tuning - Overview/011 Hyperparameter Optimization.mp436.96 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/02 - Hyperparameter Tuning - Overview/011 Hyperparameter Optimization.srt12.5 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/03 - Performance metrics/012 Performance Metrics - Introduction.mp44.13 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/03 - Performance metrics/012 Performance Metrics - Introduction.srt1.71 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/03 - Performance metrics/013 Classification Metrics (Optional).mp428.8 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/03 - Performance metrics/013 Classification Metrics (Optional).srt11.06 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/03 - Performance metrics/014 Regression Metrics (Optional).mp411.56 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/03 - Performance metrics/014 Regression Metrics (Optional).srt4.91 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/03 - Performance metrics/015 Creating your own metrics.mp4109.93 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/03 - Performance metrics/015 Creating your own metrics.srt12.65 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/03 - Performance metrics/016 Using Scikit-learn metrics.mp434.06 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/03 - Performance metrics/016 Using Scikit-learn metrics.srt2.75 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/04 - Cross-Validation/017 Cross-Validation.mp480.42 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/04 - Cross-Validation/017 Cross-Validation.srt13.67 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/04 - Cross-Validation/018 Bias vs Variance (Optional).html2.39 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/04 - Cross-Validation/019 Cross-Validation schemes.mp4129.11 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/04 - Cross-Validation/019 Cross-Validation schemes.srt20.55 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/04 - Cross-Validation/020 Estimating the model generalization error with CV - Demo.mp4111.58 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/04 - Cross-Validation/020 Estimating the model generalization error with CV - Demo.srt12.47 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/04 - Cross-Validation/021 Cross-Validation for Hyperparameter Tuning - Demo.mp477.04 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/04 - Cross-Validation/021 Cross-Validation for Hyperparameter Tuning - Demo.srt11.47 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/04 - Cross-Validation/022 Special Cross-Validation schemes.mp427.03 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/04 - Cross-Validation/022 Special Cross-Validation schemes.srt10.06 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/04 - Cross-Validation/023 Group Cross-Validation - Demo.mp483.32 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/04 - Cross-Validation/023 Group Cross-Validation - Demo.srt7.55 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/024 Basic Search Algorithms - Introduction.mp436.17 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/024 Basic Search Algorithms - Introduction.srt7.68 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/025 Manual Search.mp478.67 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/025 Manual Search.srt10.13 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/026 Grid Search.mp414.68 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/026 Grid Search.srt5.13 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/027 Grid Search - Demo.mp446.24 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/027 Grid Search - Demo.srt11.66 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/028 Grid Search with different hyperparameter spaces.mp434.83 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/028 Grid Search with different hyperparameter spaces.srt3.42 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/029 Random Search.mp457.45 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/029 Random Search.srt11.34 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/030 Random Search with Scikit-learn.mp483.44 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/030 Random Search with Scikit-learn.srt7.94 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/031 Random Search with Scikit-Optimize.mp472.98 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/031 Random Search with Scikit-Optimize.srt11.53 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/032 Random Search with Hyperopt.mp444.87 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/032 Random Search with Hyperopt.srt15.35 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/05 - Basic Search Algorithms/033 More examples.html2.91 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/034 Sequential Search.mp431.86 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/034 Sequential Search.srt8.13 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/035 Bayesian Optimization.mp435.43 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/035 Bayesian Optimization.srt7.03 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/036 Bayesian Inference - Introduction.mp443.89 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/036 Bayesian Inference - Introduction.srt10.61 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/037 Joint and Conditional Probabilities.mp430.37 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/037 Joint and Conditional Probabilities.srt10.79 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/038 Bayes Rule.mp457.29 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/038 Bayes Rule.srt16.52 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/039 Sequential Model-Based Optimization.mp4112.91 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/039 Sequential Model-Based Optimization.srt22.61 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/040 Gaussian Distribution.mp422.38 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/040 Gaussian Distribution.srt10.24 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/041 Multivariate Gaussian Distribution.mp4115.5 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/041 Multivariate Gaussian Distribution.srt22.99 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/042 Gaussian Process.mp458.5 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/042 Gaussian Process.srt18.39 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/043 Kernels.mp419.42 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/043 Kernels.srt8.88 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/044 Acquisition Functions.mp4107.68 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/044 Acquisition Functions.srt18.88 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/045 Additional Reading Resources.html3.54 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/046 Scikit-Optimize - 1-Dimension.mp4135.82 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/046 Scikit-Optimize - 1-Dimension.srt22.09 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/047 Scikit-Optimize - Manual Search.mp450.6 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/047 Scikit-Optimize - Manual Search.srt8.62 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/048 Scikit-Optimize - Automatic Search.mp436.24 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/048 Scikit-Optimize - Automatic Search.srt6.43 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/049 Scikit-Optimize - Alternative Kernel.mp429.3 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/049 Scikit-Optimize - Alternative Kernel.srt5.24 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/050 Scikit-Optimize - Neuronal Networks.mp4171.56 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/050 Scikit-Optimize - Neuronal Networks.srt20.72 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/051 Scikit-Optimize - CNN - Search Analysis.mp446.87 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/06 - Bayesian Optimization/051 Scikit-Optimize - CNN - Search Analysis.srt9.08 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/07 - Other SMBO Algorithms/052 Other SMBO Algorithms.mp411.95 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/07 - Other SMBO Algorithms/052 Other SMBO Algorithms.srt5.96 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/07 - Other SMBO Algorithms/053 SMAC.mp425.53 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/07 - Other SMBO Algorithms/053 SMAC.srt8.9 KB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/07 - Other SMBO Algorithms/054 SMAC Demo.mp4153.29 MB
Udemy - Hyperparameter Optimization for Machine Learning (9.2024)/07 - Other SMBO Algorithms/054 SMAC Demo.srt16.12 KB

Trackers

No trackers found.