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[TutsNode.com] - Calculus for Machine Learning/21 - 3.8 Exercises.mp4 689.8 MB
[TutsNode.com] - Calculus for Machine Learning/33 - 5.5 Fitting a Line with Machine Learning.mp4 612.1 MB
[TutsNode.com] - Calculus for Machine Learning/36 - 6.2 Partial Derivative Exercises.mp4 596.2 MB
[TutsNode.com] - Calculus for Machine Learning/35 - 6.1 Derivatives of Multivariate Functions.mp4 592.7 MB
[TutsNode.com] - Calculus for Machine Learning/46 - 7.4 Gradient of Mean Squared Error.mp4 544.2 MB
[TutsNode.com] - Calculus for Machine Learning/12 - 2.5 Exercises.mp4 467.2 MB
[TutsNode.com] - Calculus for Machine Learning/56 - 8.6 Exercises.mp4 441.0 MB
[TutsNode.com] - Calculus for Machine Learning/53 - 8.3 Indefinite Integrals.mp4 410.5 MB
[TutsNode.com] - Calculus for Machine Learning/38 - 6.4 Geometrical Exercises.mp4 383.5 MB
[TutsNode.com] - Calculus for Machine Learning/32 - 5.4 Directed Acyclic Graph of a Line Equation.mp4 345.4 MB
[TutsNode.com] - Calculus for Machine Learning/41 - 6.7 Chain Rule Exercises.mp4 342.8 MB
[TutsNode.com] - Calculus for Machine Learning/44 - 7.2 Partial Derivatives of Quadratic Cost.mp4 331.8 MB
[TutsNode.com] - Calculus for Machine Learning/6 - 1.4 Modern Applications.mp4 331.1 MB
[TutsNode.com] - Calculus for Machine Learning/14 - 3.1 Delta Method.mp4 293.9 MB
[TutsNode.com] - Calculus for Machine Learning/3 - 1.1 Differential versus Integral Calculus.mp4 291.9 MB
[TutsNode.com] - Calculus for Machine Learning/5 - 1.3 Calculus of the Infinitesimals.mp4 281.0 MB
[TutsNode.com] - Calculus for Machine Learning/43 - 7.1 Single-Point Regression.mp4 262.9 MB
[TutsNode.com] - Calculus for Machine Learning/37 - 6.3 Geometrical Examples.mp4 226.2 MB
[TutsNode.com] - Calculus for Machine Learning/52 - 8.2 The Confusion Matrix and ROC Curve.mp4 216.7 MB
[TutsNode.com] - Calculus for Machine Learning/4 - 1.2 A Brief History.mp4 214.4 MB

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04. Introduction to Optimisation and the Gradient Descent Algorithm/8. [Python] - Advanced Functions and the Pitfalls of Optimisation (Part 1).mp4 305.5 MB
04. Introduction to Optimisation and the Gradient Descent Algorithm/6. [Python] - Loops and the Gradient Descent Algorithm.mp4 301.4 MB
10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/12. Model Evaluation and the Confusion Matrix.mp4 264.1 MB
05. Predict House Prices with Multivariable Linear Regression/32. Build a Valuation Tool (Part 3) Docstrings & Creating your own Python Module.mp4 256.0 MB
04. Introduction to Optimisation and the Gradient Descent Algorithm/10. Understanding the Learning Rate.mp4 248.1 MB
03. Python Programming for Data Science and Machine Learning/10. [Python] - Module Imports.mp4 243.4 MB
04. Introduction to Optimisation and the Gradient Descent Algorithm/9. [Python] - Tuples and the Pitfalls of Optimisation (Part 2).mp4 229.7 MB
05. Predict House Prices with Multivariable Linear Regression/14. Working with Seaborn Pairplots & Jupyter Microbenchmarking Techniques.mp4 224.8 MB
11. Use Tensorflow to Classify Handwritten Digits/12. Different Model Architectures Experimenting with Dropout.mp4 224.1 MB
08. Test and Evaluate a Naive Bayes Classifier Part 3/6. Visualising the Decision Boundary.mp4 215.3 MB
08. Test and Evaluate a Naive Bayes Classifier Part 3/11. A Naive Bayes Implementation using SciKit Learn.mp4 204.6 MB
04. Introduction to Optimisation and the Gradient Descent Algorithm/11. How to Create 3-Dimensional Charts.mp4 202.9 MB
10. Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/9. Use Regularisation to Prevent Overfitting Early Stopping & Dropout Techniques.mp4 200.8 MB
03. Python Programming for Data Science and Machine Learning/18. How to Make Sense of Python Documentation for Data Visualisation.mp4 179.8 MB
05. Predict House Prices with Multivariable Linear Regression/11. Visualising Correlations with a Heatmap.mp4 176.8 MB
03. Python Programming for Data Science and Machine Learning/17. [Python] - Objects - Understanding Attributes and Methods.mp4 164.4 MB
11. Use Tensorflow to Classify Handwritten Digits/11. Name Scoping and Image Visualisation in Tensorboard.mp4 162.9 MB
03. Python Programming for Data Science and Machine Learning/9. [Python & Pandas] - Dataframes and Series.mp4 160.7 MB
05. Predict House Prices with Multivariable Linear Regression/26. Residual Analysis (Part 2) Graphing and Comparing Regression Residuals.mp4 160.4 MB
05. Predict House Prices with Multivariable Linear Regression/27. Making Predictions (Part 1) MSE & R-Squared.mp4 160.1 MB

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06 Descriptive statistics/039 Code_ data from different distributions.mp4 318.3 MB
16 Clustering and dimension-reduction/193 Code_ dbscan.mp4 302.7 MB
12 Correlation/140 Code_ correlation matrix.mp4 296.5 MB
06 Descriptive statistics/047 Code_ Computing dispersion.mp4 279.5 MB
10 The t-test family/126 Code_ permutation testing.mp4 253.0 MB
16 Clustering and dimension-reduction/189 Code_ k-means clustering.mp4 241.9 MB
12 Correlation/137 Code_ correlation coefficient.mp4 225.1 MB
10 The t-test family/119 Code_ Two-samples t-test.mp4 221.9 MB
12 Correlation/152 Code_ Kendall correlation.mp4 193.4 MB
13 Analysis of Variance (ANOVA)/163 Code_ One-way ANOVA (independent samples).mp4 181.3 MB
14 Regression/175 Code_ Multiple regression.mp4 179.6 MB
08 Probability theory/098 Code_ Law of Large Numbers in action.mp4 174.0 MB
10 The t-test family/122 Code_ Signed-rank test.mp4 170.0 MB
10 The t-test family/116 Code_ One-sample t-test.mp4 165.9 MB
08 Probability theory/092 Code_ sampling variability.mp4 162.7 MB
11 Confidence intervals on parameters/130 Code_ compute confidence intervals by formula.mp4 156.9 MB
13 Analysis of Variance (ANOVA)/156 ANOVA intro, part1.mp4 144.6 MB
07 Data normalizations and outliers/070 Code_ z-score for outlier removal.mp4 143.9 MB
08 Probability theory/081 Code_ compute probabilities.mp4 143.8 MB
11 Confidence intervals on parameters/132 Code_ bootstrapping confidence intervals.mp4 143.4 MB

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【影视】 DP-100 A-Z Machine Learning using Azure Machine Learning

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[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/15. DesignerClassic Studio Vs Pandas and Scikit-learn/14. Data Normalization.mp4 128.4 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/15. DesignerClassic Studio Vs Pandas and Scikit-learn/20. Build Logistic Regression using Python - Part 2.mp4 122.9 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/16. Azure Machine Learning with AzureML SDK/6. Access Workspace, Datastore and Datasets using SDK.mp4 116.1 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/16. Azure Machine Learning with AzureML SDK/20. Train and Run a Model Script in AzureML Part 3.mp4 115.4 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/16. Azure Machine Learning with AzureML SDK/29. Automate Model Training - Create Dataprep Step.mp4 115.0 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/15. DesignerClassic Studio Vs Pandas and Scikit-learn/18. Split The Data for training and testing.mp4 112.7 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/16. Azure Machine Learning with AzureML SDK/4. Create and Register a Datastore using AzureML SDK.mp4 106.2 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/20. Azure Fundamentals/5. Azure Storage hands on.mp4 102.3 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/16. Azure Machine Learning with AzureML SDK/8. Upload local data to storage account via datastore.mp4 101.8 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/16. Azure Machine Learning with AzureML SDK/5. Create and Register a Dataset using SDK.mp4 100.7 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/14. Azure Machine Learning with Studio Designer/13. Create a Pipeline using AzureML Designer.mp4 98.9 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/16. Azure Machine Learning with AzureML SDK/11. Run a sample experiment using AzureML SDK - Part 2.mp4 98.7 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/16. Azure Machine Learning with AzureML SDK/22. Train and Run a Model Script in AzureML Part 5.mp4 97.0 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/7. Regression Analysis/3. [Hands On] - Linear Regression model using OLS.mp4 95.5 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/12. Text Analytics and Natural Language Processing/6. [Hands On] - Classify Customer Complaints using Text Analytics.mp4 95.4 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/16. Azure Machine Learning with AzureML SDK/19. Train and Run a Model Script in AzureML Part 2.mp4 94.9 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/14. Azure Machine Learning with Studio Designer/14. Submit the Designer Pipeline run.mp4 94.3 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/14. Azure Machine Learning with Studio Designer/7. Create and Register a Datastore.mp4 94.2 MB
[TutsNode.com] - DP-100 A-Z Machine Learning using Azure Machine Learning/16. Azure Machine Learning with AzureML SDK/25. Automate Model Training - Define Pipeline Steps.mp4 93.7 MB
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