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种子名称： [ FreeCourseWeb.com ] Udemy - Machine Learning for BI, PART 2 - Classification Modeling
文件类型： 视频
文件数目： 46个文件
文件大小： 758.63 MB
收录时间： 2021-11-26 14:32
已经下载： 3次
资源热度： 170
最近下载： 2024-6-3 10:48

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

~Get Your Files Here !/01 Getting Started/001 Course Structure & Outline.mp429.76MB

~Get Your Files Here !/01 Getting Started/003 About this Series.mp49.4MB

~Get Your Files Here !/01 Getting Started/005 Setting Expectations.mp414.93MB

~Get Your Files Here !/02 Intro to Classification/001 Supervised vs. Unsupervised Learning.mp48.36MB

~Get Your Files Here !/02 Intro to Classification/002 Classification vs. Regression.mp48.42MB

~Get Your Files Here !/02 Intro to Classification/003 RECAP_ Key Concepts.mp414.93MB

~Get Your Files Here !/02 Intro to Classification/004 Classification 101.mp417.21MB

~Get Your Files Here !/02 Intro to Classification/005 Classification Workflow.mp412.36MB

~Get Your Files Here !/02 Intro to Classification/006 Feature Engineering.mp416.63MB

~Get Your Files Here !/02 Intro to Classification/007 Data Splitting.mp48.29MB

~Get Your Files Here !/02 Intro to Classification/008 Overfitting.mp416.71MB

~Get Your Files Here !/03 Classification Models/001 Common Classification Models.mp45.92MB

~Get Your Files Here !/03 Classification Models/002 Intro to K-Nearest Neighbors (KNN).mp45.27MB

~Get Your Files Here !/03 Classification Models/003 KNN Examples.mp418.31MB

~Get Your Files Here !/03 Classification Models/004 CASE STUDY_ KNN.mp471.4MB

~Get Your Files Here !/03 Classification Models/005 Intro to Naïve Bayes.mp47.22MB

~Get Your Files Here !/03 Classification Models/006 Naïve Bayes _ Frequency Tables.mp48.56MB

~Get Your Files Here !/03 Classification Models/007 Naïve Bayes _ Conditional Probability.mp424.81MB

~Get Your Files Here !/03 Classification Models/008 CASE STUDY_ Naïve Bayes.mp438.06MB

~Get Your Files Here !/03 Classification Models/009 Intro to Decision Trees.mp49.07MB

~Get Your Files Here !/03 Classification Models/010 Decision Trees _ Entropy 101.mp412.34MB

~Get Your Files Here !/03 Classification Models/011 Entropy & Information Gain.mp419.55MB

~Get Your Files Here !/03 Classification Models/012 Decision Tree Examples.mp422.56MB

~Get Your Files Here !/03 Classification Models/013 Random Forests.mp47.37MB

~Get Your Files Here !/03 Classification Models/014 CASE STUDY_ Decision Trees.mp443.12MB

~Get Your Files Here !/03 Classification Models/015 Intro to Logistic Regression.mp49.38MB

~Get Your Files Here !/03 Classification Models/016 Logistic Regression Example.mp410.63MB

~Get Your Files Here !/03 Classification Models/017 False Positives vs. False Negatives.mp415.12MB

~Get Your Files Here !/03 Classification Models/018 Logistic Regression Equation.mp47.7MB

~Get Your Files Here !/03 Classification Models/019 The Likelihood Function.mp421.9MB

~Get Your Files Here !/03 Classification Models/020 Multivariate Logistic Regression.mp415.39MB

~Get Your Files Here !/03 Classification Models/021 CASE STUDY_ Logistic Regression.mp442.17MB

~Get Your Files Here !/03 Classification Models/022 Intro to Sentiment Analysis.mp412.47MB

~Get Your Files Here !/03 Classification Models/023 Cleaning Text Data.mp49.55MB

~Get Your Files Here !/03 Classification Models/024 _Bag of Words_ Analysis.mp420.2MB

~Get Your Files Here !/03 Classification Models/025 CASE STUDY_ Sentiment Analysis.mp443.43MB

~Get Your Files Here !/04 Model Selection & Tuning/001 Intro to Selection & Tuning.mp44.18MB

~Get Your Files Here !/04 Model Selection & Tuning/002 Hyperparameters.mp413.82MB

~Get Your Files Here !/04 Model Selection & Tuning/003 Imbalanced Classes.mp415.48MB

~Get Your Files Here !/04 Model Selection & Tuning/004 Confusion Matrix.mp49.94MB

~Get Your Files Here !/04 Model Selection & Tuning/005 Accuracy, Precision & Recall.mp410.2MB

~Get Your Files Here !/04 Model Selection & Tuning/006 Multi-class Confusion Matrix.mp410.26MB

~Get Your Files Here !/04 Model Selection & Tuning/007 Multi-class Scoring.mp419.69MB

~Get Your Files Here !/04 Model Selection & Tuning/008 Model Selection.mp48.45MB

~Get Your Files Here !/04 Model Selection & Tuning/009 Model Drift.mp44.66MB

~Get Your Files Here !/05 Wrapping Up/001 Looking Ahead to Part 3.mp43.42MB