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Pluralsight Path Feature Engineering (2019)

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Title: Pluralsight Path Feature Engineering 2019Group: NOGRPSource: Pluralsight
Info Hash
F630A93FEF9BD339385CE447103663645A90C289
Source
Unverified
Total Size
2.02 GB
Total Files
100
Seeders
1
Leechers
0
Health
1.00
Score
2
Type
Bookware

File List

FileSize
Pluralsight Path. Feature Engineering (2019)/scr 2022-10.png156.63 KB
Pluralsight Path. Feature Engineering (2019)/~i.txt1.82 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/exercise.7z21.15 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/playlist.m3u4.07 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/~i.txt1.97 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.mp43.35 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/1. Course Overview/1. Course Overview.vtt2.84 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/01. Version Check.mp4621.59 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/01. Version Check.vtt7 B
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/02. Module Overview.mp41.72 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/02. Module Overview.vtt1.8 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/03. Prerequisites and Course Outline.mp41.61 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/03. Prerequisites and Course Outline.vtt2.12 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/04. Features and Labels.mp49.15 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/04. Features and Labels.vtt9.83 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/05. The Machine Learning Workflow.mp46.33 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/05. The Machine Learning Workflow.vtt6.42 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/06. Components of Feature Engineering.mp43.57 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/06. Components of Feature Engineering.vtt4.02 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/07. Feature Selection, Feature Learning, and Feature Extraction.mp410.36 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/07. Feature Selection, Feature Learning, and Feature Extraction.vtt10.83 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/08. Feature Combination and Dimensionality Reduction.mp45.78 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/08. Feature Combination and Dimensionality Reduction.vtt6.17 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/09. Training, Validation, and Test Data.mp47.94 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/09. Training, Validation, and Test Data.vtt8.45 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/10. K-fold Cross Validation.mp46.9 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/10. K-fold Cross Validation.vtt6.06 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/11. Module Summary.mp41.68 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/2. Understanding the Role of Features in Machine Learning/11. Module Summary.vtt2.04 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/1. Module Overview.mp42.29 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/1. Module Overview.vtt2.44 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/2. Problems with Data.mp46.6 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/2. Problems with Data.vtt6.13 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/3. Dealing with Missing Values.mp46.39 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/3. Dealing with Missing Values.vtt7.46 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/4. Dealing with Outliers.mp48.16 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/4. Dealing with Outliers.vtt8.69 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/5. Applying Different Techniques to Handle Missing Values.mp413.89 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/5. Applying Different Techniques to Handle Missing Values.vtt11.28 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/6. Detecting and Handling Outliers.mp412.97 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/6. Detecting and Handling Outliers.vtt10.49 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/7. Reading and Exploring the Dataset.mp416.31 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/7. Reading and Exploring the Dataset.vtt12 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/8. Perform Simple and Multiple Linear Regression.mp48.71 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/8. Perform Simple and Multiple Linear Regression.vtt6.97 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/9. Module Summary.mp41.46 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/3. Preparing Data for Machine Learning/9. Module Summary.vtt1.77 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/01. Module Overview.mp42.02 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/01. Module Overview.vtt2.6 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/02. Types of Data.mp46.66 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/02. Types of Data.vtt6.7 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/03. Measuring Correlations.mp46.26 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/03. Measuring Correlations.vtt6.96 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/04. Understanding Feature Selection Using Filter, Embedded, and Wrappe.mp48.08 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/04. Understanding Feature Selection Using Filter, Embedded, and Wrappe.vtt8.76 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/05. Feature Selection Using Missing Value Ratio.mp410.75 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/05. Feature Selection Using Missing Value Ratio.vtt8 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/06. Calculating and Visualizing Correlations Using Pandas.mp414.42 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/06. Calculating and Visualizing Correlations Using Pandas.vtt9.39 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/07. Calculating and Visualizing Correlations Using Yellowbrick.mp46.82 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/07. Calculating and Visualizing Correlations Using Yellowbrick.vtt4.23 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/08. Feature Selection Using Filter Methods.mp413.32 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/08. Feature Selection Using Filter Methods.vtt9.24 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/09. Feature Selection Using Wrapper Methods.mp412.8 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/09. Feature Selection Using Wrapper Methods.vtt8.88 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/10. Feature Selection Using Embedded Methods.mp410.19 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/10. Feature Selection Using Embedded Methods.vtt7.83 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/11. Module Summary.mp41.96 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/4. Understanding and Implementing Feature Selection/11. Module Summary.vtt2.54 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/5. Exploring Feature Extraction Techniques/1. Module Overview.mp42.02 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/5. Exploring Feature Extraction Techniques/1. Module Overview.vtt2.07 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/5. Exploring Feature Extraction Techniques/2. Representing Images as Matrices and Image Preprocessing Techniques.mp46.65 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/5. Exploring Feature Extraction Techniques/2. Representing Images as Matrices and Image Preprocessing Techniques.vtt7.04 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/5. Exploring Feature Extraction Techniques/3. Feature Detection and Extraction from Images.mp47.71 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/5. Exploring Feature Extraction Techniques/3. Feature Detection and Extraction from Images.vtt7.99 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/5. Exploring Feature Extraction Techniques/4. Feature Extraction from Text.mp48.01 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/5. Exploring Feature Extraction Techniques/4. Feature Extraction from Text.vtt9.09 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/5. Exploring Feature Extraction Techniques/5. Module Summary.mp41.69 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/5. Exploring Feature Extraction Techniques/5. Module Summary.vtt1.95 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/01. Module Overview.mp41.69 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/01. Module Overview.vtt1.75 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/02. Tokenization and Visualizing Frequency Distributions.mp48.82 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/02. Tokenization and Visualizing Frequency Distributions.vtt5.88 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/03. Performing Normalization Using Different Techniques.mp411.52 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/03. Performing Normalization Using Different Techniques.vtt7.77 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/04. Creating Feature Vectors from Text Data.mp413.47 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/04. Creating Feature Vectors from Text Data.vtt9.23 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/05. Loading and Transforming Images.mp412.23 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/05. Loading and Transforming Images.vtt7.69 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/06. Extracting Features from Images.mp48.03 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/06. Extracting Features from Images.vtt5.18 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/07. Detecting Keypoints and Descriptors to Perform Image Matching.mp414.53 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/07. Detecting Keypoints and Descriptors to Perform Image Matching.vtt7.34 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/08. Extracting Text from Images Using OCR.mp414.84 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/08. Extracting Text from Images Using OCR.vtt5.67 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/09. Extracting Features from Dates.mp410.44 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/09. Extracting Features from Dates.vtt6.61 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/10. Working with Geospatial Features.mp417.9 MB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/10. Working with Geospatial Features.vtt9.93 KB
Pluralsight Path. Feature Engineering (2019)/A1. Preparing Data for Feature Engineering and Machine Learning (Janani Ravi, 2019)/6. Implementing Feature Extraction/11. Summary and Further Study.mp42.36 MB

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