[FreeTutorials Us] Udemy - machine-learning-course-with-python


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Torrent Hash : 03705FE20E1D0BCA7E1938D98089710EC067E809
Torrent Added : 1 Year+ in Other - Other
Torrent Size : 2.94 GB


[FreeTutorials Us] Udemy - machine-learning-course-with-python
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Torrent File Content (176 files)


[FreeTutorials.Us] Udemy - machine-learning-course-with-python
    02 Getting Started with Anaconda
          attached_files/008 Navigating the Spyder Jupyter Notebook Interface/0204.zip -
42.29 KB

          attached_files/009 Downloading the IRIS Datasets/0205.zip -
228.57 KB

          attached_files/010 Data Exploration and Analysis/0206.zip -
44.72 KB

          attached_files/011 Presenting Your Data/0207.zip -
1.05 MB

    03 Regression
          attached_files/014 Working with Scikit-Learn/0303.zip -
911.87 KB

          attached_files/015 Boston Housing Data - EDA/0304.zip -
1.89 MB

          attached_files/016 Correlation Analysis and Feature Selection/0305.zip -
2.13 MB

          attached_files/017 Simple Linear Regression Modelling with Boston Housing Data/0306.zip -
2.57 MB

          attached_files/018 Robust Regression/0307.zip -
2.75 MB

          attached_files/019 Evaluate Model Performance/0308.zip -
2.98 MB

          attached_files/020 Multiple Regression with statsmodel/0309.zip -
2.62 MB

          attached_files/021 Multiple Regression and Feature Importance/0310.zip -
2.7 MB

          attached_files/022 Ordinary Least Square Regression and Gradient Descent/0311.zip -
141.36 KB

          attached_files/023 Regularised Method for Regression/0312.zip -
258.65 KB

          attached_files/024 Polynomial Regression/0313.zip -
374.85 KB

          attached_files/025 Dealing with Non-linear relationships/0314.zip -
180.73 KB

          attached_files/026 Feature Importance Revisited/0315.zip -
225.86 KB

          attached_files/027 Data Pre-Processing 1/0316.zip -
155.83 KB

          attached_files/028 Data Pre-Processing 2/0317.zip -
156.89 KB

          attached_files/029 Variance Bias Trade Off - Validation Curve/0318.zip -
528.12 KB

          attached_files/030 Variance Bias Trade Off - Learning Curve/0319.zip -
716.5 KB

          attached_files/031 Cross Validation/0320.zip -
94.74 KB

    04 Classification
          attached_files/033 Logistic Regression 1/0403.zip -
19.42 KB

          attached_files/034 Logistic Regression 2/0404.zip -
20.07 KB

          attached_files/035 MNIST Project 1 - Introduction/0405.zip -
565.83 KB

          attached_files/036 MNIST Project 2 - SGDClassifier/0406.zip -
565.83 KB

          attached_files/037 MNIST Project 3 - Performance Measures/0407.zip -
566.17 KB

          attached_files/038 MNIST Project 4 - Confusion Matrix Precision Recall and F1 Score/0408.zip -
573.92 KB

          attached_files/039 MNIST Project 5 - Precision and Recall Tradeoff/0409.zip -
630.15 KB

          attached_files/040 MNIST Project 6 - The ROC Curve/0410.zip -
684.19 KB

    05 Support Vector Machine SVM
          attached_files/043 Support Vector Machine SVM Concepts/0502.zip -
218.57 KB

          attached_files/044 Linear SVM Classification/0503.zip -
446.64 KB

          attached_files/045 Polynomial Kernel/0504.zip -
491.12 KB

          attached_files/046 Gaussian Radial Basis Function/0505.zip -
533.45 KB

          attached_files/047 Support Vector Regression/0506.zip -
573.08 KB

    06 Tree
          attached_files/050 What is Decision Tree/0602.zip -
113.33 KB

          attached_files/051 Training a Decision Tree/0603.zip -
113.71 KB

          attached_files/052 Visualising a Decision Trees/0604.zip -
158.7 KB

          attached_files/053 Decision Tree Learning Algorithm/0605.zip -
229.29 KB

          attached_files/054 Decision Tree Regression/0606.zip -
277.9 KB

          attached_files/055 Overfitting and Grid Search/0607.zip -
297.92 KB

          attached_files/056 Where to From Here/0608.zip -
309.73 KB

          attached_files/057 Project HR - Loading and preprocesing data/0609.zip -
63.35 KB

          attached_files/058 Project HR - Modelling/0610.zip -
64.03 KB

    07 Ensemble Machine Learning
          attached_files/060 Ensemble Learning Methods Introduction/0702.zip -
2.22 KB

          attached_files/061 Bagging Part 1/0703.zip -
7.64 KB

          attached_files/062 Bagging Part 2/0704.zip -
8.08 KB

          attached_files/063 Random Forests/0705.zip -
8.74 KB

          attached_files/064 Extra-Trees/0706.zip -
9.1 KB

          attached_files/065 AdaBoost/0707.zip -
8.83 KB



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