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Udemy - Python Data Science Classification Modeling (11.2024)

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
AC37A548323E874B4A6E3A50908424A48CE40A52
Source
Unverified
Total Size
2.16 GB
Total Files
100
Seeders
3
Leechers
0
Health
3.00
Score
6
Type
Bookware

File List

FileSize
01 - Introduction/001 Course Introduction.mp429.33 MB
01 - Introduction/001 Course Introduction.srt3.14 KB
01 - Introduction/002 About This Series.mp43.64 MB
01 - Introduction/002 About This Series.srt1.13 KB
01 - Introduction/003 Course Structure & Outline.mp411.83 MB
01 - Introduction/003 Course Structure & Outline.srt4.05 KB
01 - Introduction/004 READ ME Important Notes for New Students.html4.8 KB
01 - Introduction/005 Data-Science-in-Python-Classification.pdf34.37 MB
01 - Introduction/005 Data-Science-in-Python-Classification.zip98.42 MB
01 - Introduction/005 DOWNLOAD Course Resources.html549 B
01 - Introduction/006 Introducing the Course Project.mp44.47 MB
01 - Introduction/006 Introducing the Course Project.srt1.48 KB
01 - Introduction/007 Setting Expectations.mp410.09 MB
01 - Introduction/007 Setting Expectations.srt2.42 KB
01 - Introduction/008 Jupyter Installation & Launch.mp423.83 MB
01 - Introduction/008 Jupyter Installation & Launch.srt7.01 KB
02 - Intro to Data Science/001 What is Data Science.mp45.22 MB
02 - Intro to Data Science/001 What is Data Science.srt4.69 KB
02 - Intro to Data Science/002 The Data Science Skillset.mp43.36 MB
02 - Intro to Data Science/002 The Data Science Skillset.srt2.93 KB
02 - Intro to Data Science/003 What is Machine Learning.mp46.07 MB
02 - Intro to Data Science/003 What is Machine Learning.srt4.44 KB
02 - Intro to Data Science/004 Common Machine Learning Algorithms.mp44.31 MB
02 - Intro to Data Science/004 Common Machine Learning Algorithms.srt3.31 KB
02 - Intro to Data Science/005 Data Science Workflow.mp42.35 MB
02 - Intro to Data Science/005 Data Science Workflow.srt1.86 KB
02 - Intro to Data Science/006 Data Prep & EDA Steps.mp48.43 MB
02 - Intro to Data Science/006 Data Prep & EDA Steps.srt6.28 KB
02 - Intro to Data Science/007 Modeling Steps.mp47.12 MB
02 - Intro to Data Science/007 Modeling Steps.srt4.97 KB
02 - Intro to Data Science/008 Classification Modeling.mp43.56 MB
02 - Intro to Data Science/008 Classification Modeling.srt1.07 KB
02 - Intro to Data Science/009 Key Takeaways.mp42.91 MB
02 - Intro to Data Science/009 Key Takeaways.srt2.06 KB
03 - Classification 101/001 Classification 101.mp412.31 MB
03 - Classification 101/001 Classification 101.srt9.39 KB
03 - Classification 101/002 Goals of Classification.mp44.26 MB
03 - Classification 101/002 Goals of Classification.srt3.16 KB
03 - Classification 101/003 Types of Classification.mp410.53 MB
03 - Classification 101/003 Types of Classification.srt3.87 KB
03 - Classification 101/004 Classification Modeling Workflow.mp46.49 MB
03 - Classification 101/004 Classification Modeling Workflow.srt4.89 KB
03 - Classification 101/005 Key Takeaways.mp43.02 MB
03 - Classification 101/005 Key Takeaways.srt2.18 KB
04 - Data Prep & EDA/001 EDA For Classification.mp47.59 MB
04 - Data Prep & EDA/001 EDA For Classification.srt5.96 KB
04 - Data Prep & EDA/002 Defining a Target.mp49.65 MB
04 - Data Prep & EDA/002 Defining a Target.srt7.59 KB
04 - Data Prep & EDA/003 DEMO Defining a Target.mp436.24 MB
04 - Data Prep & EDA/003 DEMO Defining a Target.srt9.34 KB
04 - Data Prep & EDA/004 Exploring the Target.mp412.02 MB
04 - Data Prep & EDA/004 Exploring the Target.srt7.23 KB
04 - Data Prep & EDA/005 Exploring the Features.mp44.74 MB
04 - Data Prep & EDA/005 Exploring the Features.srt3.94 KB
04 - Data Prep & EDA/006 DEMO Exploring the Features.mp410.96 MB
04 - Data Prep & EDA/006 DEMO Exploring the Features.srt8.62 KB
04 - Data Prep & EDA/007 ASSIGNMENT Exploring the Target & Features.mp47.98 MB
04 - Data Prep & EDA/007 ASSIGNMENT Exploring the Target & Features.srt4.13 KB
04 - Data Prep & EDA/008 SOLUTION Exploring the Target & Features.mp422.53 MB
04 - Data Prep & EDA/008 SOLUTION Exploring the Target & Features.srt13.78 KB
04 - Data Prep & EDA/009 Correlation.mp410.33 MB
04 - Data Prep & EDA/009 Correlation.srt8.6 KB
04 - Data Prep & EDA/010 PRO TIP Correlation Matrix.mp45.62 MB
04 - Data Prep & EDA/010 PRO TIP Correlation Matrix.srt4 KB
04 - Data Prep & EDA/011 DEMO Correlation Matrix.mp431.34 MB
04 - Data Prep & EDA/011 DEMO Correlation Matrix.srt7.93 KB
04 - Data Prep & EDA/012 Feature-Target Relationships.mp421.22 MB
04 - Data Prep & EDA/012 Feature-Target Relationships.srt12.03 KB
04 - Data Prep & EDA/013 Feature-Feature Relationships.mp45.89 MB
04 - Data Prep & EDA/013 Feature-Feature Relationships.srt4.27 KB
04 - Data Prep & EDA/014 PRO TIP Pair Plots.mp437.14 MB
04 - Data Prep & EDA/014 PRO TIP Pair Plots.srt7.4 KB
04 - Data Prep & EDA/015 ASSIGNMENT Exploring Relationships.mp45.11 MB
04 - Data Prep & EDA/015 ASSIGNMENT Exploring Relationships.srt2.8 KB
04 - Data Prep & EDA/016 SOLUTION Exploring Relationships.mp426.47 MB
04 - Data Prep & EDA/016 SOLUTION Exploring Relationships.srt13.98 KB
04 - Data Prep & EDA/017 Feature Engineering Overview.mp412.29 MB
04 - Data Prep & EDA/017 Feature Engineering Overview.srt8.48 KB
04 - Data Prep & EDA/018 Numeric Feature Engineering.mp49.8 MB
04 - Data Prep & EDA/018 Numeric Feature Engineering.srt7.37 KB
04 - Data Prep & EDA/019 Dummy Variables.mp410.72 MB
04 - Data Prep & EDA/019 Dummy Variables.srt7.72 KB
04 - Data Prep & EDA/020 Binning Categories.mp48.1 MB
04 - Data Prep & EDA/020 Binning Categories.srt5.7 KB
04 - Data Prep & EDA/021 DEMO Feature Engineering.mp424.41 MB
04 - Data Prep & EDA/021 DEMO Feature Engineering.srt11.72 KB
04 - Data Prep & EDA/022 Data Splitting.mp431.68 MB
04 - Data Prep & EDA/022 Data Splitting.srt8.76 KB
04 - Data Prep & EDA/023 Preparing Data for Modeling.mp44.29 MB
04 - Data Prep & EDA/023 Preparing Data for Modeling.srt3.79 KB
04 - Data Prep & EDA/024 ASSIGNMENT Preparing the Data for Modeling.mp44.13 MB
04 - Data Prep & EDA/024 ASSIGNMENT Preparing the Data for Modeling.srt3.65 KB
04 - Data Prep & EDA/025 SOLUTION Prepare the Data for Modeling.mp449.24 MB
04 - Data Prep & EDA/025 SOLUTION Prepare the Data for Modeling.srt12.56 KB
04 - Data Prep & EDA/026 Key Takeaways.mp42.9 MB
04 - Data Prep & EDA/026 Key Takeaways.srt2.9 KB
05 - K-Nearest Neighbors/001 K-Nearest Neighbors.mp430.63 MB
05 - K-Nearest Neighbors/001 K-Nearest Neighbors.srt9.77 KB
05 - K-Nearest Neighbors/002 The KNN Workflow.mp420.61 MB
05 - K-Nearest Neighbors/002 The KNN Workflow.srt8.33 KB

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