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[ FreeCourseWeb.com ] Udemy - Machine Learning for BI, PART 2 - Classification Modeling
magnet:?xt=urn:btih:a6a20e862eee1d07d3e0a1c9703a72e6c1bf27ac&dn=[ FreeCourseWeb.com ] Udemy - Machine Learning for BI, PART 2 - Classification Modeling
磁力链接详情
Hash值:
a6a20e862eee1d07d3e0a1c9703a72e6c1bf27ac
点击数:
168
文件大小:
758.63 MB
文件数量:
46
创建日期:
2021-11-26 14:32
最后访问:
2024-5-24 13:03
访问标签:
FreeCourseWeb
com
Udemy
-
Machine
Learning
for
BI
PART
2
-
Classification
Modeling
文件列表详情
~Get Your Files Here !/01 Getting Started/001 Course Structure & Outline.mp4 29.76 MB
~Get Your Files Here !/01 Getting Started/003 About this Series.mp4 9.4 MB
~Get Your Files Here !/01 Getting Started/005 Setting Expectations.mp4 14.93 MB
~Get Your Files Here !/02 Intro to Classification/001 Supervised vs. Unsupervised Learning.mp4 8.36 MB
~Get Your Files Here !/02 Intro to Classification/002 Classification vs. Regression.mp4 8.42 MB
~Get Your Files Here !/02 Intro to Classification/003 RECAP_ Key Concepts.mp4 14.93 MB
~Get Your Files Here !/02 Intro to Classification/004 Classification 101.mp4 17.21 MB
~Get Your Files Here !/02 Intro to Classification/005 Classification Workflow.mp4 12.36 MB
~Get Your Files Here !/02 Intro to Classification/006 Feature Engineering.mp4 16.63 MB
~Get Your Files Here !/02 Intro to Classification/007 Data Splitting.mp4 8.29 MB
~Get Your Files Here !/02 Intro to Classification/008 Overfitting.mp4 16.71 MB
~Get Your Files Here !/03 Classification Models/001 Common Classification Models.mp4 5.92 MB
~Get Your Files Here !/03 Classification Models/002 Intro to K-Nearest Neighbors (KNN).mp4 5.27 MB
~Get Your Files Here !/03 Classification Models/003 KNN Examples.mp4 18.31 MB
~Get Your Files Here !/03 Classification Models/004 CASE STUDY_ KNN.mp4 71.4 MB
~Get Your Files Here !/03 Classification Models/005 Intro to Naïve Bayes.mp4 7.22 MB
~Get Your Files Here !/03 Classification Models/006 Naïve Bayes _ Frequency Tables.mp4 8.56 MB
~Get Your Files Here !/03 Classification Models/007 Naïve Bayes _ Conditional Probability.mp4 24.81 MB
~Get Your Files Here !/03 Classification Models/008 CASE STUDY_ Naïve Bayes.mp4 38.06 MB
~Get Your Files Here !/03 Classification Models/009 Intro to Decision Trees.mp4 9.07 MB
~Get Your Files Here !/03 Classification Models/010 Decision Trees _ Entropy 101.mp4 12.34 MB
~Get Your Files Here !/03 Classification Models/011 Entropy & Information Gain.mp4 19.55 MB
~Get Your Files Here !/03 Classification Models/012 Decision Tree Examples.mp4 22.56 MB
~Get Your Files Here !/03 Classification Models/013 Random Forests.mp4 7.37 MB
~Get Your Files Here !/03 Classification Models/014 CASE STUDY_ Decision Trees.mp4 43.12 MB
~Get Your Files Here !/03 Classification Models/015 Intro to Logistic Regression.mp4 9.38 MB
~Get Your Files Here !/03 Classification Models/016 Logistic Regression Example.mp4 10.63 MB
~Get Your Files Here !/03 Classification Models/017 False Positives vs. False Negatives.mp4 15.12 MB
~Get Your Files Here !/03 Classification Models/018 Logistic Regression Equation.mp4 7.7 MB
~Get Your Files Here !/03 Classification Models/019 The Likelihood Function.mp4 21.9 MB
~Get Your Files Here !/03 Classification Models/020 Multivariate Logistic Regression.mp4 15.39 MB
~Get Your Files Here !/03 Classification Models/021 CASE STUDY_ Logistic Regression.mp4 42.17 MB
~Get Your Files Here !/03 Classification Models/022 Intro to Sentiment Analysis.mp4 12.47 MB
~Get Your Files Here !/03 Classification Models/023 Cleaning Text Data.mp4 9.55 MB
~Get Your Files Here !/03 Classification Models/024 _Bag of Words_ Analysis.mp4 20.2 MB
~Get Your Files Here !/03 Classification Models/025 CASE STUDY_ Sentiment Analysis.mp4 43.43 MB
~Get Your Files Here !/04 Model Selection & Tuning/001 Intro to Selection & Tuning.mp4 4.18 MB
~Get Your Files Here !/04 Model Selection & Tuning/002 Hyperparameters.mp4 13.82 MB
~Get Your Files Here !/04 Model Selection & Tuning/003 Imbalanced Classes.mp4 15.48 MB
~Get Your Files Here !/04 Model Selection & Tuning/004 Confusion Matrix.mp4 9.94 MB
~Get Your Files Here !/04 Model Selection & Tuning/005 Accuracy, Precision & Recall.mp4 10.2 MB
~Get Your Files Here !/04 Model Selection & Tuning/006 Multi-class Confusion Matrix.mp4 10.26 MB
~Get Your Files Here !/04 Model Selection & Tuning/007 Multi-class Scoring.mp4 19.69 MB
~Get Your Files Here !/04 Model Selection & Tuning/008 Model Selection.mp4 8.45 MB
~Get Your Files Here !/04 Model Selection & Tuning/009 Model Drift.mp4 4.66 MB
~Get Your Files Here !/05 Wrapping Up/001 Looking Ahead to Part 3.mp4 3.42 MB
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