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- 【影视】 Machine Learning with Imbalanced Data
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收录时间:2022-03-31
文档个数:289
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最近下载:2025-05-09
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[TutsNode.com] - Machine Learning with Imbalanced Data/3. Evaluation Metrics/10. Geometric Mean, Dominance, Index of Imbalanced Accuracy - Demo.mp4 91.0 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/3. Evaluation Metrics/6. Precision, Recall and F-measure - Demo.mp4 84.2 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/8. Cost Sensitive Learning/9. Bayes Conditional Risk.mp4 75.5 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/7. Ensemble Methods/8. Ensemble Methods - Demo.mp4 74.3 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/7. Ensemble Methods/5. Boosting.mp4 74.0 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/3. Evaluation Metrics/4. Precision, Recall and F-measure.mp4 70.2 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/4. Udersampling/3. Random Under-Sampling - Demo.mp4 70.2 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/9. Probability Calibration/3. Probability Calibration Curves - Demo.mp4 68.0 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/8. Cost Sensitive Learning/7. Cost Sensitive Learning with Scikit-learn- Demo.mp4 58.8 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/4. Udersampling/5. Condensed Nearest Neighbours - Demo.mp4 55.3 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/9. Probability Calibration/9. Calibrating a Classfiier after SMOTE or Under-sampling.mp4 54.5 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/3. Evaluation Metrics/8. Confusion tables, FPR and FNR - Demo.mp4 51.5 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/9. Probability Calibration/5. Brier Score - Demo.mp4 51.4 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/5. Oversampling/6. SMOTE-NC.mp4 50.4 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/3. Evaluation Metrics/3. Accuracy - Demo.mp4 49.9 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/4. Udersampling/22. Undersampling Method Comparison.mp4 49.8 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/7. Ensemble Methods/6. Boosting plus Re-Sampling.mp4 49.6 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/9. Probability Calibration/8. Calibrating a Classifier - Demo.mp4 49.0 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/5. Oversampling/10. Borderline SMOTE.mp4 48.4 MB
[TutsNode.com] - Machine Learning with Imbalanced Data/5. Oversampling/4. SMOTE.mp4 46.8 MB
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- 【影视】 Machine Learning, Deep Learning and Bayesian Learning
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收录时间:2022-03-31
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[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/012 CART part 2.mp4 174.6 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/12 - Pixel Level Segmentation (Semantic Segmentation) with PyTorch/009 Semantic Segmentation training with PyTorch Lightning.mp4 136.5 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/005 Titanic dataset.mp4 122.0 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/010 Sequence to Sequence models Prediction step.mp4 109.8 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/13 - Deep Learning Transformers and BERT/008 Pytorch Lightning + DistilBERT for classification.mp4 107.7 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/05 - Unsupervised Learning/002 Fashion MNIST PCA.mp4 107.1 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/005 Deep Learning - Long Short Term Memory (LSTM) Nets.mp4 95.4 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/009 Linear Regresson Part 1.mp4 94.9 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/007 Sklearn classification.mp4 94.4 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/019 Area Under Curve (AUC) Part 1.mp4 88.2 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/008 Sequence to Sequence Introduction + Data Prep.mp4 84.0 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/10 - Deep Learning PyTorch Introduction/006 Deep Learning with Pytorch Stochastic Gradient Descent.mp4 83.3 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/004 Kmeans part 1.mp4 82.2 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/04 - Machine Learning Classification + Time Series + Model Diagnostics/012 FB Prophet part 1.mp4 81.8 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/06 - Natural Language Processing + Regularization/009 Feature Extraction with Spacy (using Pandas).mp4 80.2 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/09 - Deep Learning Recurrent Neural Nets/007 Transfer Learning - GLOVE vectors.mp4 78.2 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/03 - Machine Learning Numpy + Scikit Learn/010 Linear Regression Part 2.mp4 75.0 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/005 Coin Toss Example with Pymc3.mp4 74.1 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/14 - Bayesian Learning and probabilistic programming/004 Bayesian learning Population estimation pymc3 way.mp4 74.0 MB
[TutsNode.com] - Machine Learning, Deep Learning and Bayesian Learning/08 - Deep Learning (TensorFlow) - Convolutional Neural Nets/008 Nose Tip detection with CNNs.mp4 72.0 MB
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- 【影视】 GrandParentsX.22.03.27.Anna.K.And.Melissa.B.Maid.Learning.Sex.From.Landlords.XXX.720p.HEVC.x265.PRT
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GrandParentsX.22.03.27.Anna.K.And.Melissa.B.Maid.Learning.Sex.From.Landlords.XXX.720p.HEVC.x265.PRT.mp4 286.1 MB
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- 【影视】 [GigaCourse.Com] Udemy - Machine Learning & Deep Learning in Python & R
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收录时间:2022-03-31
文档个数:573
文档大小:14.1 GB
最近下载:2025-05-16
人气:2825
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27. ANN in R/8. Saving - Restoring Models and Using Callbacks.mp4 226.5 MB
37. Time Series - Preprocessing in Python/3. Time Series - Visualization in Python.mp4 173.2 MB
18. Ensemble technique 3 - Boosting/7. XGBoosting in R.mp4 169.1 MB
26. ANN in Python/9. Building Neural Network for Regression Problem.mp4 163.5 MB
26. ANN in Python/11. Saving - Restoring Models and Using Callbacks.mp4 159.0 MB
23. Creating Support Vector Machine Model in R/4. Classification SVM model using Linear Kernel.mp4 145.9 MB
27. ANN in R/6. Building Regression Model with Functional API.mp4 137.5 MB
27. ANN in R/3. Building,Compiling and Training.mp4 137.1 MB
34. Transfer Learning Basics/6. Project - Transfer Learning - VGG16.mp4 135.4 MB
7. Linear Regression/20. Ridge regression and Lasso in Python.mp4 135.1 MB
25. Neural Networks - Stacking cells to create network/3. Back Propagation.mp4 128.1 MB
38. Time Series - Important Concepts/5. Differencing in Python.mp4 118.5 MB
37. Time Series - Preprocessing in Python/5. Time Series - Feature Engineering in Python.mp4 118.2 MB
27. ANN in R/2. Data Normalization and Test-Train Split.mp4 117.2 MB
5. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 114.5 MB
37. Time Series - Preprocessing in Python/1. Data Loading in Python.mp4 114.2 MB
23. Creating Support Vector Machine Model in R/8. SVM based Regression Model in R.mp4 111.3 MB
7. Linear Regression/21. Ridge regression and Lasso in R.mp4 108.5 MB
14. Simple Decision Trees/13. Building a Regression Tree in R.mp4 108.4 MB
35. Transfer Learning in R/1. Project - Transfer Learning - VGG16 (Implementation).mp4 106.5 MB
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- 【压缩文件】 [ FreeCourseWeb.com ] Udemy - Learning ECMAScript 6 Step by Step.zip
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[ FreeCourseWeb.com ] Udemy - Learning ECMAScript 6 Step by Step.zip 722.1 MB
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- 【影视】 [GigaCourse.Com] Udemy - Build 30 Real World Data Science & Machine Learning Projects
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收录时间:2022-03-30
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4. Project-2 Costa Rican household poverty prediction/2. Data preprocessing and feature engineering.mp4 217.3 MB
11. Project-9 Apparent temperature prediction/3. Model building part1.mp4 208.1 MB
6. Project-4 Car price prediction/3. Creating and hypertunning model.mp4 198.1 MB
22. Project-20 Vaccination for justified user system using NLP/2. Importing data and libraries.mp4 192.1 MB
19. Project-17 Amazon Alexa Review system/2. Importing libraries and data.mp4 184.5 MB
10. Project-8 Predicting Hotel Booking/2. Data preprocessing, EDA.mp4 184.2 MB
4. Project-2 Costa Rican household poverty prediction/3. Creating models.mp4 159.6 MB
9. Project-7 Predicting employee attrition/3. Feature selection and model building.mp4 158.0 MB
21. Project-19 IMDB Movie Review system/3. Data Visualization.mp4 154.0 MB
12. Project-10 Consumer Complaint classification/3. Model building.mp4 150.2 MB
8. Project-6 Loan Prediction Analysis/4. Hypertuning models.mp4 149.4 MB
19. Project-17 Amazon Alexa Review system/3. EDA.mp4 145.2 MB
22. Project-20 Vaccination for justified user system using NLP/3. data preprocessing.mp4 143.9 MB
28. Project-26 E-signing of loan based on financial history/5. feature engineering.mp4 143.1 MB
3. Project-1 Image Caption Bot/6.1 Image caption Code and Model Files.zip 141.7 MB
29. Project-27 Mutual fund project/5. Understanding various parameters.mp4 140.0 MB
22. Project-20 Vaccination for justified user system using NLP/4. data visualization.mp4 138.8 MB
28. Project-26 E-signing of loan based on financial history/2. loading data and EDA.mp4 137.2 MB
26. Project-24 Mortality prediction in ICU using ANN/5. model building.mp4 135.1 MB
23. Project-21 Blood donation analysis/4. model building.mp4 133.9 MB
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- 【影视】 The.Learning.Tree.1969.1080p.BluRay.x264.DTS-FGT
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收录时间:2022-03-30
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The.Learning.Tree.1969.1080p.BluRay.x264.DTS-FGT.mkv 10.5 GB
RARBG.txt 31 Bytes
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- 【影视】 Learning.Two.Young.Strippers.How.To.Fuck.OldYoung.mp4
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Learning.Two.Young.Strippers.How.To.Fuck.OldYoung.mp4 337.6 MB
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- 【影视】 [ TutGator.com ] Skillshare - Qlik AutoML No-Code Machine Learning and Predictions
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收录时间:2022-03-30
文档个数:121
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~Get Your Files Here !/22 Creating Project & Managing Data Pipeline.mp4 79.1 MB
~Get Your Files Here !/24 Understanding Qlik AutoML Cards in detail.mp4 70.2 MB
~Get Your Files Here !/26 Comparing Predicted Values with Actual Values to check Accuracy.mp4 69.2 MB
~Get Your Files Here !/07 Features of Qlik AutoML.mp4 66.1 MB
~Get Your Files Here !/33 Project 2 - Stock Value Prediction using Qlik AutoML.mp4 65.8 MB
~Get Your Files Here !/37 How to Improve Model Score.mp4 60.1 MB
~Get Your Files Here !/02 Introduction to Machine Learning.mp4 42.9 MB
~Get Your Files Here !/28 Creating Multiple Analysis in Project by Refining Train Data.mp4 42.6 MB
~Get Your Files Here !/34 Project 3- Customer Churn Prediction.mp4 41.9 MB
~Get Your Files Here !/38 Resources to get Datasets to practice Machine Learning.mp4 40.8 MB
~Get Your Files Here !/36 Project 5 - Multiclass Analysis on BBC News Dataset.mp4 38.0 MB
~Get Your Files Here !/23 Exploring Training Data Model Output.mp4 37.8 MB
~Get Your Files Here !/27 Using Scenario Editor to perform What If Analysis on Predictions.mp4 34.3 MB
~Get Your Files Here !/01 Welcome.mp4 31.0 MB
~Get Your Files Here !/06 Introduction to Qlik AutoML.mp4 30.2 MB
~Get Your Files Here !/32 Getting Help throughout the Project.mp4 29.8 MB
~Get Your Files Here !/08 Use Cases of Qlik AutoML.mp4 28.9 MB
~Get Your Files Here !/21 Adding Data to Qlik AutoML.mp4 28.3 MB
~Get Your Files Here !/25 Using the Model to generate Predictions on Test Data.mp4 28.0 MB
~Get Your Files Here !/09 Algorithms used by Qlik AutoML.mp4 27.5 MB
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- 【文档书籍】 [ CourseHulu.com ] Machine Learning with Python - Practical Application
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~Get Your Files Here !/Exercise Files/07/understanding-other-types-of-ml-problems-slides.pdf 32.6 MB
~Get Your Files Here !/02. Getting Your Hands Dirty with Machine Learning/03. Getting ML Technical.mp4 31.1 MB
~Get Your Files Here !/02. Getting Your Hands Dirty with Machine Learning/02. The Right ML Tool for the Job.mp4 29.2 MB
~Get Your Files Here !/07. Understanding Other Types of ML Problems/35. Final Takeaway.mp4 26.1 MB
~Get Your Files Here !/03. Regression/07. Introduction to Regression Algorithms.mp4 24.4 MB
~Get Your Files Here !/04. Classification/14. Classification Algorithms.mp4 20.3 MB
~Get Your Files Here !/05. Dimensionality Reduction/23. Dimensionality Reduction.mp4 19.7 MB
~Get Your Files Here !/02. Getting Your Hands Dirty with Machine Learning/04. Learning Styles and Algorithm Types.mp4 19.5 MB
~Get Your Files Here !/06. Clustering/28. Clustering Algorithms.mp4 18.4 MB
~Get Your Files Here !/04. Classification/15. Logistic Regression.mp4 16.9 MB
~Get Your Files Here !/04. Classification/20. Neural Networks.mp4 16.2 MB
~Get Your Files Here !/Exercise Files/03/regression-slides.pdf 15.9 MB
~Get Your Files Here !/02. Getting Your Hands Dirty with Machine Learning/05. Platforms and Libraries.mp4 14.6 MB
~Get Your Files Here !/04. Classification/16. Naive Bayes.mp4 13.6 MB
~Get Your Files Here !/Exercise Files/05/dimensionality-reduction-slides.pdf 13.1 MB
~Get Your Files Here !/04. Classification/21. Convolutional Neural Networks.mp4 12.7 MB
~Get Your Files Here !/07. Understanding Other Types of ML Problems/34. Other Types of Machine Learning Algorithms.mp4 12.4 MB
~Get Your Files Here !/03. Regression/08. Linear Regression.mp4 12.0 MB
~Get Your Files Here !/04. Classification/19. Decision Trees and Random Forests.mp4 11.7 MB
~Get Your Files Here !/06. Clustering/29. K Means.mp4 10.5 MB
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- 【影视】 [ TutGee.com ] Udemy - Learning CAD - An Introduction to 3D Modelling
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收录时间:2022-03-29
文档个数:132
文档大小:3.1 GB
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~Get Your Files Here !/6. Welcome to AutoCAD/2. Drafting tools.mp4 229.9 MB
~Get Your Files Here !/4. Advanced tools in Fusion 360/2. Freeform modelling.mp4 221.5 MB
~Get Your Files Here !/7. Welcome to Blender/3. Applying materials in Blender.mp4 190.5 MB
~Get Your Files Here !/5. Welcome to Inventor/2. Let's make a glue stick.mp4 172.1 MB
~Get Your Files Here !/7. Welcome to Blender/2. Modelling in Blender.mp4 158.7 MB
~Get Your Files Here !/5. Welcome to Inventor/3. Creating technical drawings.mp4 154.5 MB
~Get Your Files Here !/7. Welcome to Blender/6. Modelling a Lightsaber.mp4 143.1 MB
~Get Your Files Here !/3. Welcome to Fusion 360/7. Let's make a microphone stand.mp4 139.7 MB
~Get Your Files Here !/7. Welcome to Blender/5. Extra lesson Creating a radial array.mp4 119.6 MB
~Get Your Files Here !/3. Welcome to Fusion 360/4. Other modelling tools.mp4 119.1 MB
~Get Your Files Here !/5. Welcome to Inventor/5. Creating a CAD environment with STEP files.mp4 118.0 MB
~Get Your Files Here !/6. Welcome to AutoCAD/3. Using the isoplane.mp4 104.5 MB
~Get Your Files Here !/5. Welcome to Inventor/4. Other Tools.mp4 90.5 MB
~Get Your Files Here !/3. Welcome to Fusion 360/3. Sweeping and lofting.mp4 86.9 MB
~Get Your Files Here !/4. Advanced tools in Fusion 360/1. Surface modelling.mp4 73.6 MB
~Get Your Files Here !/4. Advanced tools in Fusion 360/4. Rendering in Fusion.mp4 72.9 MB
~Get Your Files Here !/7. Welcome to Blender/1. Take the tour.mp4 70.6 MB
~Get Your Files Here !/4. Advanced tools in Fusion 360/6. Animating in Fusion.mp4 68.0 MB
~Get Your Files Here !/2. Understanding the basics of CAD/1. What is computer aided design.mp4 67.4 MB
~Get Your Files Here !/5. Welcome to Inventor/1. Take the tour.mp4 61.7 MB
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- 【压缩文件】 [ CourseBoat.com ] Udemy - Deep Learning Practical - Real World Projects Bootcamp 2021 (Updated 2 - 2021).zip
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收录时间:2022-03-29
文档个数:1
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[ CourseBoat.com ] Udemy - Deep Learning Practical - Real World Projects Bootcamp 2021 (Updated 2 - 2021).zip 3.9 GB
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- 【影视】 Anna.K.and.Melissa.B.Maid.Learning.Sex.From.Landlords.threesome.mp4
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Anna.K.and.Melissa.B.Maid.Learning.Sex.From.Landlords.threesome.mp4 434.7 MB
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- 【压缩文件】 [FreeAllCourse.Com] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science
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收录时间:2022-03-29
文档个数:569
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最近下载:2024-06-23
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1. Welcome to the course!/6.1 Machine_Learning_A-Z_New.zip.zip 239.5 MB
36. Kernel PCA/3. Kernel PCA in R.mp4 59.3 MB
1. Welcome to the course!/7. Updates on Udemy Reviews.mp4 55.5 MB
39. XGBoost/5. THANK YOU bonus video.mp4 54.8 MB
12. Logistic Regression/13. Logistic Regression in R - Step 5.mp4 54.2 MB
35. Linear Discriminant Analysis (LDA)/4. LDA in R.mp4 53.8 MB
17. Decision Tree Classification/4. Decision Tree Classification in R.mp4 53.7 MB
18. Random Forest Classification/4. Random Forest Classification in R.mp4 51.8 MB
31. Artificial Neural Networks/13. ANN in Python - Step 2.mp4 50.4 MB
39. XGBoost/4. XGBoost in R.mp4 49.6 MB
27. Upper Confidence Bound (UCB)/10. Upper Confidence Bound in R - Step 3.srt 49.5 MB
27. Upper Confidence Bound (UCB)/10. Upper Confidence Bound in R - Step 3.mp4 49.5 MB
18. Random Forest Classification/3. Random Forest Classification in Python.mp4 49.4 MB
32. Convolutional Neural Networks/20. CNN in Python - Step 9.mp4 49.1 MB
7. Support Vector Regression (SVR)/2. SVR Intuition.mp4 48.9 MB
7. Support Vector Regression (SVR)/3. SVR in Python.mp4 48.4 MB
35. Linear Discriminant Analysis (LDA)/3. LDA in Python.mp4 47.6 MB
8. Decision Tree Regression/4. Decision Tree Regression in R.mp4 46.5 MB
16. Naive Bayes/1. Bayes Theorem.mp4 46.0 MB
24. Apriori/5. Apriori in R - Step 3.mp4 46.0 MB
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- 【影视】 [GigaCourse.Com] Udemy - Artificial Intelligence - Reinforcement Learning in Python
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收录时间:2022-03-29
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11. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4 195.4 MB
4. Markov Decision Proccesses/11. Bellman Examples.mp4 91.3 MB
10. Stock Trading Project with Reinforcement Learning/1. Beginners, halt! Stop here if you skipped ahead.mp4 87.8 MB
12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it.mp4 82.1 MB
8. Approximation Methods/7. Approximation Methods for Control Code.mp4 81.5 MB
2. Return of the Multi-Armed Bandit/16. Bayesian Bandits Thompson Sampling Theory (pt 2).mp4 78.1 MB
5. Dynamic Programming/5. Iterative Policy Evaluation in Code.mp4 71.8 MB
10. Stock Trading Project with Reinforcement Learning/7. Code pt 2.mp4 68.5 MB
6. Monte Carlo/5. Monte Carlo Control in Code.mp4 67.5 MB
1. Welcome/5. Warmup.mp4 65.6 MB
8. Approximation Methods/5. Approximation Methods for Prediction Code.mp4 65.3 MB
4. Markov Decision Proccesses/5. Markov Decision Processes (MDPs).mp4 64.7 MB
5. Dynamic Programming/2. Iterative Policy Evaluation.mp4 63.8 MB
5. Dynamic Programming/10. Policy Iteration in Code.mp4 59.1 MB
4. Markov Decision Proccesses/12. Optimal Policy and Optimal Value Function (pt 1).mp4 58.8 MB
2. Return of the Multi-Armed Bandit/15. Bayesian Bandits Thompson Sampling Theory (pt 1).mp4 58.6 MB
2. Return of the Multi-Armed Bandit/12. UCB1 Theory.mp4 58.2 MB
3. High Level Overview of Reinforcement Learning/1. What is Reinforcement Learning.mp4 57.3 MB
4. Markov Decision Proccesses/2. Gridworld.mp4 56.6 MB
10. Stock Trading Project with Reinforcement Learning/9. Code pt 4.mp4 55.5 MB
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- 【影视】 The Complete 2021 Android Machine Learning Course
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收录时间:2022-03-28
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06 Kotlin Image Classification Section/003 Image classification application coding.mp4 157.0 MB
03 Kotlin _ Choose or capturing Images and Showing live camera footage/005 Showing Live Camera footage in Android using Camera 2 API.mp4 139.9 MB
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02 Java_ Choose or capturing Images and Showing live camera footage/005 Showing Live Camera footage in Android using Camera 2 API.mp4 117.5 MB
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