[ FreeCourseWeb.com ] Udemy - Machine Learning for BI, PART 2 - Classification Modeling

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文件数目：99个文件
文件大小：762.58 MB
收录时间：2022-01-30
访问次数：3
相关内容：FreeCourseWeb Udemy Machine Learning PART Classification Modeling

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~Get Your Files Here !/03 Classification Models/004 CASE STUDY_ KNN.mp4
71.4 MB
~Get Your Files Here !/03 Classification Models/025 CASE STUDY_ Sentiment Analysis.mp4
43.43 MB
~Get Your Files Here !/03 Classification Models/014 CASE STUDY_ Decision Trees.mp4
43.12 MB
~Get Your Files Here !/03 Classification Models/021 CASE STUDY_ Logistic Regression.mp4
42.17 MB
~Get Your Files Here !/03 Classification Models/008 CASE STUDY_ Naïve Bayes.mp4
38.06 MB
~Get Your Files Here !/01 Getting Started/001 Course Structure & Outline.mp4
29.76 MB
~Get Your Files Here !/03 Classification Models/007 Naïve Bayes _ Conditional Probability.mp4
24.81 MB
~Get Your Files Here !/03 Classification Models/012 Decision Tree Examples.mp4
22.56 MB
~Get Your Files Here !/03 Classification Models/019 The Likelihood Function.mp4
21.9 MB
~Get Your Files Here !/03 Classification Models/024 _Bag of Words_ Analysis.mp4
20.2 MB
~Get Your Files Here !/04 Model Selection & Tuning/007 Multi-class Scoring.mp4
19.69 MB
~Get Your Files Here !/03 Classification Models/011 Entropy & Information Gain.mp4
19.55 MB
~Get Your Files Here !/03 Classification Models/003 KNN Examples.mp4
18.31 MB
~Get Your Files Here !/02 Intro to Classification/004 Classification 101.mp4
17.21 MB
~Get Your Files Here !/02 Intro to Classification/008 Overfitting.mp4
16.71 MB
~Get Your Files Here !/02 Intro to Classification/006 Feature Engineering.mp4
16.63 MB
~Get Your Files Here !/04 Model Selection & Tuning/003 Imbalanced Classes.mp4
15.48 MB
~Get Your Files Here !/03 Classification Models/020 Multivariate Logistic Regression.mp4
15.39 MB
~Get Your Files Here !/03 Classification Models/017 False Positives vs. False Negatives.mp4
15.12 MB
~Get Your Files Here !/01 Getting Started/005 Setting Expectations.mp4
14.93 MB
~Get Your Files Here !/02 Intro to Classification/003 RECAP_ Key Concepts.mp4
14.93 MB
~Get Your Files Here !/04 Model Selection & Tuning/002 Hyperparameters.mp4
13.82 MB
~Get Your Files Here !/03 Classification Models/022 Intro to Sentiment Analysis.mp4
12.47 MB
~Get Your Files Here !/02 Intro to Classification/005 Classification Workflow.mp4
12.36 MB
~Get Your Files Here !/03 Classification Models/010 Decision Trees _ Entropy 101.mp4
12.34 MB
~Get Your Files Here !/03 Classification Models/016 Logistic Regression Example.mp4
10.63 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/005 Accuracy, Precision & Recall.mp4
10.2 MB
~Get Your Files Here !/04 Model Selection & Tuning/004 Confusion Matrix.mp4
9.94 MB
~Get Your Files Here !/03 Classification Models/023 Cleaning Text Data.mp4
9.55 MB
~Get Your Files Here !/01 Getting Started/003 About this Series.mp4
9.4 MB
~Get Your Files Here !/03 Classification Models/015 Intro to Logistic Regression.mp4
9.38 MB
~Get Your Files Here !/03 Classification Models/009 Intro to Decision Trees.mp4
9.07 MB
~Get Your Files Here !/03 Classification Models/006 Naïve Bayes _ Frequency Tables.mp4
8.56 MB
~Get Your Files Here !/04 Model Selection & Tuning/008 Model Selection.mp4
8.45 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/001 Supervised vs. Unsupervised Learning.mp4
8.36 MB
~Get Your Files Here !/02 Intro to Classification/007 Data Splitting.mp4
8.29 MB
~Get Your Files Here !/03 Classification Models/018 Logistic Regression Equation.mp4
7.7 MB
~Get Your Files Here !/03 Classification Models/013 Random Forests.mp4
7.37 MB
~Get Your Files Here !/03 Classification Models/005 Intro to Naïve Bayes.mp4
7.22 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 !/04 Model Selection & Tuning/009 Model Drift.mp4
4.66 MB
~Get Your Files Here !/04 Model Selection & Tuning/001 Intro to Selection & Tuning.mp4
4.18 MB
~Get Your Files Here !/01 Getting Started/004 Machine Learning Part 2 - Classification.pdf
3.48 MB
~Get Your Files Here !/05 Wrapping Up/001 Looking Ahead to Part 3.mp4
3.42 MB
~Get Your Files Here !/01 Getting Started/004 Maven_ML_Demos_Part_2.xlsx
252.23 KB
~Get Your Files Here !/03 Classification Models/004 CASE STUDY_ KNN.en.srt
14.17 KB
~Get Your Files Here !/03 Classification Models/014 CASE STUDY_ Decision Trees.en.srt
11.9 KB