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[ FreeCourseWeb.com ] Udemy - Authoring Machine Learning Models from Scratch
magnet:?xt=urn:btih:389e8c8ad6b097b767694cf6e62632ac7976a43f&dn=[ FreeCourseWeb.com ] Udemy - Authoring Machine Learning Models from Scratch
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Hash值:
389e8c8ad6b097b767694cf6e62632ac7976a43f
点击数:
133
文件大小:
611.53 MB
文件数量:
48
创建日期:
2021-12-8 06:16
最后访问:
2024-7-23 17:18
访问标签:
FreeCourseWeb
com
Udemy
-
Authoring
Machine
Learning
Models
from
Scratch
文件列表详情
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 23.11 MB
~Get Your Files Here !/1. Introduction/2. What is this course... exactly.mp4 1.8 MB
~Get Your Files Here !/1. Introduction/3. Course Outcomes.mp4 10.18 MB
~Get Your Files Here !/1. Introduction/4. Course Structure.mp4 1.76 MB
~Get Your Files Here !/1. Introduction/5. What is an Algorithm in Programming.mp4 25.41 MB
~Get Your Files Here !/2. Data Preparation/1. Loading Data from a CSV File.mp4 28.11 MB
~Get Your Files Here !/2. Data Preparation/10. Classification Accuracy.mp4 7.71 MB
~Get Your Files Here !/2. Data Preparation/11. Confusion Matrix.mp4 12.45 MB
~Get Your Files Here !/2. Data Preparation/12. Regression Metrics.mp4 18.01 MB
~Get Your Files Here !/2. Data Preparation/13. Baseline Models.mp4 18.34 MB
~Get Your Files Here !/2. Data Preparation/14. Random Prediction Algorithm.mp4 10.56 MB
~Get Your Files Here !/2. Data Preparation/15. Zero Rule Algorithm.mp4 18.88 MB
~Get Your Files Here !/2. Data Preparation/2. Scale Your Data Normalization.mp4 17.77 MB
~Get Your Files Here !/2. Data Preparation/3. Scale Your Data Standardization.mp4 15.43 MB
~Get Your Files Here !/2. Data Preparation/4. Algorithm Evaluation Methods.mp4 12.4 MB
~Get Your Files Here !/2. Data Preparation/5. Train-Test Split.mp4 12.71 MB
~Get Your Files Here !/2. Data Preparation/6. K-Fold Cross-Validation Defined.mp4 2.67 MB
~Get Your Files Here !/2. Data Preparation/7. K-Fold Cross-Validation.mp4 7 MB
~Get Your Files Here !/2. Data Preparation/8. Choosing a Resampling Method.mp4 17.41 MB
~Get Your Files Here !/2. Data Preparation/9. Evaluation Metrics.mp4 18.49 MB
~Get Your Files Here !/3. Linear Algorithms/1. Algorithm Test Harness - Train-Test-Split.mp4 23.97 MB
~Get Your Files Here !/3. Linear Algorithms/10. Demo Logistic Regression Make Predictions.mp4 8.63 MB
~Get Your Files Here !/3. Linear Algorithms/11. Demo Logistic Regression Estimating Coefficients.mp4 15.24 MB
~Get Your Files Here !/3. Linear Algorithms/12. Demo Logistic Regression Diabetes Dataset.mp4 11.21 MB
~Get Your Files Here !/3. Linear Algorithms/13. The Perceptron.mp4 8.57 MB
~Get Your Files Here !/3. Linear Algorithms/14. Demo The Perceptron Make Predictions.mp4 16.42 MB
~Get Your Files Here !/3. Linear Algorithms/15. Demo The Perceptron Training Weights.mp4 11.15 MB
~Get Your Files Here !/3. Linear Algorithms/16. Demo The Perceptron Sonar Dataset.mp4 10.54 MB
~Get Your Files Here !/3. Linear Algorithms/2. Algorithm Test Harness - K-Fold.mp4 14.79 MB
~Get Your Files Here !/3. Linear Algorithms/3. Simple Linear Regression.mp4 11.15 MB
~Get Your Files Here !/3. Linear Algorithms/4. Simple Linear Regression Case Study.mp4 12.9 MB
~Get Your Files Here !/3. Linear Algorithms/5. Simple Linear Regression Case Study Part 2.mp4 11.31 MB
~Get Your Files Here !/3. Linear Algorithms/6. Multivariate Linear Regression Case Study.mp4 12.38 MB
~Get Your Files Here !/3. Linear Algorithms/7. Demo Multivariate Linear Regression Case Study.mp4 19.99 MB
~Get Your Files Here !/3. Linear Algorithms/8. Demo Linear Regression on Wine Quality Dataset.mp4 12.58 MB
~Get Your Files Here !/3. Linear Algorithms/9. Logistic Regression Defined.mp4 19.44 MB
~Get Your Files Here !/4. Non-Linear Regression/1. Classification and Regression Trees.mp4 8.53 MB
~Get Your Files Here !/4. Non-Linear Regression/10. Demo Naïve Bayes Separate by Class.mp4 9.34 MB
~Get Your Files Here !/4. Non-Linear Regression/11. Demo Naïve Bayes Summarize the Dataset.mp4 15.17 MB
~Get Your Files Here !/4. Non-Linear Regression/12. Demo Naïve Bayes Summarize Data by Class.mp4 7.65 MB
~Get Your Files Here !/4. Non-Linear Regression/2. Demo CART Creating the Gini Index.mp4 13.91 MB
~Get Your Files Here !/4. Non-Linear Regression/3. Demo CART Creating the Splits.mp4 5.41 MB
~Get Your Files Here !/4. Non-Linear Regression/4. Demo CART Evaluating the Splits.mp4 12.36 MB
~Get Your Files Here !/4. Non-Linear Regression/5. CART Building the Tree.mp4 5.87 MB
~Get Your Files Here !/4. Non-Linear Regression/6. Demo CART Recursive Splitting.mp4 9.55 MB
~Get Your Files Here !/4. Non-Linear Regression/7. Demo CART Assembling the Tree.mp4 8.73 MB
~Get Your Files Here !/4. Non-Linear Regression/8. Demo CART CART to Banknote Dataset.mp4 8.67 MB
~Get Your Files Here !/4. Non-Linear Regression/9. Naïve Bayes.mp4 5.87 MB
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