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种子名称： [ FreeCourseWeb.com ] Udemy - Authoring Machine Learning Models from Scratch
文件类型： 视频
文件数目： 48个文件
文件大小： 611.53 MB
收录时间： 2021-12-8 06:16
已经下载： 3次
资源热度： 139
最近下载： 2024-8-18 03:42

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[ FreeCourseWeb.com ] Udemy - Authoring Machine Learning Models from Scratch.torrent

~Get Your Files Here !/1. Introduction/1. Introduction.mp423.11MB

~Get Your Files Here !/1. Introduction/2. What is this course... exactly.mp41.8MB

~Get Your Files Here !/1. Introduction/3. Course Outcomes.mp410.18MB

~Get Your Files Here !/1. Introduction/4. Course Structure.mp41.76MB

~Get Your Files Here !/1. Introduction/5. What is an Algorithm in Programming.mp425.41MB

~Get Your Files Here !/2. Data Preparation/1. Loading Data from a CSV File.mp428.11MB

~Get Your Files Here !/2. Data Preparation/10. Classification Accuracy.mp47.71MB

~Get Your Files Here !/2. Data Preparation/11. Confusion Matrix.mp412.45MB

~Get Your Files Here !/2. Data Preparation/12. Regression Metrics.mp418.01MB

~Get Your Files Here !/2. Data Preparation/13. Baseline Models.mp418.34MB

~Get Your Files Here !/2. Data Preparation/14. Random Prediction Algorithm.mp410.56MB

~Get Your Files Here !/2. Data Preparation/15. Zero Rule Algorithm.mp418.88MB

~Get Your Files Here !/2. Data Preparation/2. Scale Your Data Normalization.mp417.77MB

~Get Your Files Here !/2. Data Preparation/3. Scale Your Data Standardization.mp415.43MB

~Get Your Files Here !/2. Data Preparation/4. Algorithm Evaluation Methods.mp412.4MB

~Get Your Files Here !/2. Data Preparation/5. Train-Test Split.mp412.71MB

~Get Your Files Here !/2. Data Preparation/6. K-Fold Cross-Validation Defined.mp42.67MB

~Get Your Files Here !/2. Data Preparation/7. K-Fold Cross-Validation.mp47MB

~Get Your Files Here !/2. Data Preparation/8. Choosing a Resampling Method.mp417.41MB

~Get Your Files Here !/2. Data Preparation/9. Evaluation Metrics.mp418.49MB

~Get Your Files Here !/3. Linear Algorithms/1. Algorithm Test Harness - Train-Test-Split.mp423.97MB

~Get Your Files Here !/3. Linear Algorithms/10. Demo Logistic Regression Make Predictions.mp48.63MB

~Get Your Files Here !/3. Linear Algorithms/11. Demo Logistic Regression Estimating Coefficients.mp415.24MB

~Get Your Files Here !/3. Linear Algorithms/12. Demo Logistic Regression Diabetes Dataset.mp411.21MB

~Get Your Files Here !/3. Linear Algorithms/13. The Perceptron.mp48.57MB

~Get Your Files Here !/3. Linear Algorithms/14. Demo The Perceptron Make Predictions.mp416.42MB

~Get Your Files Here !/3. Linear Algorithms/15. Demo The Perceptron Training Weights.mp411.15MB

~Get Your Files Here !/3. Linear Algorithms/16. Demo The Perceptron Sonar Dataset.mp410.54MB

~Get Your Files Here !/3. Linear Algorithms/2. Algorithm Test Harness - K-Fold.mp414.79MB

~Get Your Files Here !/3. Linear Algorithms/3. Simple Linear Regression.mp411.15MB

~Get Your Files Here !/3. Linear Algorithms/4. Simple Linear Regression Case Study.mp412.9MB

~Get Your Files Here !/3. Linear Algorithms/5. Simple Linear Regression Case Study Part 2.mp411.31MB

~Get Your Files Here !/3. Linear Algorithms/6. Multivariate Linear Regression Case Study.mp412.38MB

~Get Your Files Here !/3. Linear Algorithms/7. Demo Multivariate Linear Regression Case Study.mp419.99MB

~Get Your Files Here !/3. Linear Algorithms/8. Demo Linear Regression on Wine Quality Dataset.mp412.58MB

~Get Your Files Here !/3. Linear Algorithms/9. Logistic Regression Defined.mp419.44MB

~Get Your Files Here !/4. Non-Linear Regression/1. Classification and Regression Trees.mp48.53MB

~Get Your Files Here !/4. Non-Linear Regression/10. Demo Naïve Bayes Separate by Class.mp49.34MB

~Get Your Files Here !/4. Non-Linear Regression/11. Demo Naïve Bayes Summarize the Dataset.mp415.17MB

~Get Your Files Here !/4. Non-Linear Regression/12. Demo Naïve Bayes Summarize Data by Class.mp47.65MB

~Get Your Files Here !/4. Non-Linear Regression/2. Demo CART Creating the Gini Index.mp413.91MB

~Get Your Files Here !/4. Non-Linear Regression/3. Demo CART Creating the Splits.mp45.41MB

~Get Your Files Here !/4. Non-Linear Regression/4. Demo CART Evaluating the Splits.mp412.36MB

~Get Your Files Here !/4. Non-Linear Regression/5. CART Building the Tree.mp45.87MB

~Get Your Files Here !/4. Non-Linear Regression/6. Demo CART Recursive Splitting.mp49.55MB

~Get Your Files Here !/4. Non-Linear Regression/7. Demo CART Assembling the Tree.mp48.73MB

~Get Your Files Here !/4. Non-Linear Regression/8. Demo CART CART to Banknote Dataset.mp48.67MB

~Get Your Files Here !/4. Non-Linear Regression/9. Naïve Bayes.mp45.87MB