Magnetz

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

File	Size
01 - Introduction/001 Course Introduction.mp4	29.33 MB
01 - Introduction/001 Course Introduction.srt	3.14 KB
01 - Introduction/002 About This Series.mp4	3.64 MB
01 - Introduction/002 About This Series.srt	1.13 KB
01 - Introduction/003 Course Structure & Outline.mp4	11.83 MB
01 - Introduction/003 Course Structure & Outline.srt	4.05 KB
01 - Introduction/004 READ ME Important Notes for New Students.html	4.8 KB
01 - Introduction/005 Data-Science-in-Python-Classification.pdf	34.37 MB
01 - Introduction/005 Data-Science-in-Python-Classification.zip	98.42 MB
01 - Introduction/005 DOWNLOAD Course Resources.html	549 B
01 - Introduction/006 Introducing the Course Project.mp4	4.47 MB
01 - Introduction/006 Introducing the Course Project.srt	1.48 KB
01 - Introduction/007 Setting Expectations.mp4	10.09 MB
01 - Introduction/007 Setting Expectations.srt	2.42 KB
01 - Introduction/008 Jupyter Installation & Launch.mp4	23.83 MB
01 - Introduction/008 Jupyter Installation & Launch.srt	7.01 KB
02 - Intro to Data Science/001 What is Data Science.mp4	5.22 MB
02 - Intro to Data Science/001 What is Data Science.srt	4.69 KB
02 - Intro to Data Science/002 The Data Science Skillset.mp4	3.36 MB
02 - Intro to Data Science/002 The Data Science Skillset.srt	2.93 KB
02 - Intro to Data Science/003 What is Machine Learning.mp4	6.07 MB
02 - Intro to Data Science/003 What is Machine Learning.srt	4.44 KB
02 - Intro to Data Science/004 Common Machine Learning Algorithms.mp4	4.31 MB
02 - Intro to Data Science/004 Common Machine Learning Algorithms.srt	3.31 KB
02 - Intro to Data Science/005 Data Science Workflow.mp4	2.35 MB
02 - Intro to Data Science/005 Data Science Workflow.srt	1.86 KB
02 - Intro to Data Science/006 Data Prep & EDA Steps.mp4	8.43 MB
02 - Intro to Data Science/006 Data Prep & EDA Steps.srt	6.28 KB
02 - Intro to Data Science/007 Modeling Steps.mp4	7.12 MB
02 - Intro to Data Science/007 Modeling Steps.srt	4.97 KB
02 - Intro to Data Science/008 Classification Modeling.mp4	3.56 MB
02 - Intro to Data Science/008 Classification Modeling.srt	1.07 KB
02 - Intro to Data Science/009 Key Takeaways.mp4	2.91 MB
02 - Intro to Data Science/009 Key Takeaways.srt	2.06 KB
03 - Classification 101/001 Classification 101.mp4	12.31 MB
03 - Classification 101/001 Classification 101.srt	9.39 KB
03 - Classification 101/002 Goals of Classification.mp4	4.26 MB
03 - Classification 101/002 Goals of Classification.srt	3.16 KB
03 - Classification 101/003 Types of Classification.mp4	10.53 MB
03 - Classification 101/003 Types of Classification.srt	3.87 KB
03 - Classification 101/004 Classification Modeling Workflow.mp4	6.49 MB
03 - Classification 101/004 Classification Modeling Workflow.srt	4.89 KB
03 - Classification 101/005 Key Takeaways.mp4	3.02 MB
03 - Classification 101/005 Key Takeaways.srt	2.18 KB
04 - Data Prep & EDA/001 EDA For Classification.mp4	7.59 MB
04 - Data Prep & EDA/001 EDA For Classification.srt	5.96 KB
04 - Data Prep & EDA/002 Defining a Target.mp4	9.65 MB
04 - Data Prep & EDA/002 Defining a Target.srt	7.59 KB
04 - Data Prep & EDA/003 DEMO Defining a Target.mp4	36.24 MB
04 - Data Prep & EDA/003 DEMO Defining a Target.srt	9.34 KB
04 - Data Prep & EDA/004 Exploring the Target.mp4	12.02 MB
04 - Data Prep & EDA/004 Exploring the Target.srt	7.23 KB
04 - Data Prep & EDA/005 Exploring the Features.mp4	4.74 MB
04 - Data Prep & EDA/005 Exploring the Features.srt	3.94 KB
04 - Data Prep & EDA/006 DEMO Exploring the Features.mp4	10.96 MB
04 - Data Prep & EDA/006 DEMO Exploring the Features.srt	8.62 KB
04 - Data Prep & EDA/007 ASSIGNMENT Exploring the Target & Features.mp4	7.98 MB
04 - Data Prep & EDA/007 ASSIGNMENT Exploring the Target & Features.srt	4.13 KB
04 - Data Prep & EDA/008 SOLUTION Exploring the Target & Features.mp4	22.53 MB
04 - Data Prep & EDA/008 SOLUTION Exploring the Target & Features.srt	13.78 KB
04 - Data Prep & EDA/009 Correlation.mp4	10.33 MB
04 - Data Prep & EDA/009 Correlation.srt	8.6 KB
04 - Data Prep & EDA/010 PRO TIP Correlation Matrix.mp4	5.62 MB
04 - Data Prep & EDA/010 PRO TIP Correlation Matrix.srt	4 KB
04 - Data Prep & EDA/011 DEMO Correlation Matrix.mp4	31.34 MB
04 - Data Prep & EDA/011 DEMO Correlation Matrix.srt	7.93 KB
04 - Data Prep & EDA/012 Feature-Target Relationships.mp4	21.22 MB
04 - Data Prep & EDA/012 Feature-Target Relationships.srt	12.03 KB
04 - Data Prep & EDA/013 Feature-Feature Relationships.mp4	5.89 MB
04 - Data Prep & EDA/013 Feature-Feature Relationships.srt	4.27 KB
04 - Data Prep & EDA/014 PRO TIP Pair Plots.mp4	37.14 MB
04 - Data Prep & EDA/014 PRO TIP Pair Plots.srt	7.4 KB
04 - Data Prep & EDA/015 ASSIGNMENT Exploring Relationships.mp4	5.11 MB
04 - Data Prep & EDA/015 ASSIGNMENT Exploring Relationships.srt	2.8 KB
04 - Data Prep & EDA/016 SOLUTION Exploring Relationships.mp4	26.47 MB
04 - Data Prep & EDA/016 SOLUTION Exploring Relationships.srt	13.98 KB
04 - Data Prep & EDA/017 Feature Engineering Overview.mp4	12.29 MB
04 - Data Prep & EDA/017 Feature Engineering Overview.srt	8.48 KB
04 - Data Prep & EDA/018 Numeric Feature Engineering.mp4	9.8 MB
04 - Data Prep & EDA/018 Numeric Feature Engineering.srt	7.37 KB
04 - Data Prep & EDA/019 Dummy Variables.mp4	10.72 MB
04 - Data Prep & EDA/019 Dummy Variables.srt	7.72 KB
04 - Data Prep & EDA/020 Binning Categories.mp4	8.1 MB
04 - Data Prep & EDA/020 Binning Categories.srt	5.7 KB
04 - Data Prep & EDA/021 DEMO Feature Engineering.mp4	24.41 MB
04 - Data Prep & EDA/021 DEMO Feature Engineering.srt	11.72 KB
04 - Data Prep & EDA/022 Data Splitting.mp4	31.68 MB
04 - Data Prep & EDA/022 Data Splitting.srt	8.76 KB
04 - Data Prep & EDA/023 Preparing Data for Modeling.mp4	4.29 MB
04 - Data Prep & EDA/023 Preparing Data for Modeling.srt	3.79 KB
04 - Data Prep & EDA/024 ASSIGNMENT Preparing the Data for Modeling.mp4	4.13 MB
04 - Data Prep & EDA/024 ASSIGNMENT Preparing the Data for Modeling.srt	3.65 KB
04 - Data Prep & EDA/025 SOLUTION Prepare the Data for Modeling.mp4	49.24 MB
04 - Data Prep & EDA/025 SOLUTION Prepare the Data for Modeling.srt	12.56 KB
04 - Data Prep & EDA/026 Key Takeaways.mp4	2.9 MB
04 - Data Prep & EDA/026 Key Takeaways.srt	2.9 KB
05 - K-Nearest Neighbors/001 K-Nearest Neighbors.mp4	30.63 MB
05 - K-Nearest Neighbors/001 K-Nearest Neighbors.srt	9.77 KB
05 - K-Nearest Neighbors/002 The KNN Workflow.mp4	20.61 MB
05 - K-Nearest Neighbors/002 The KNN Workflow.srt	8.33 KB

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