~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/1. Feature encoding assigning numeric values to categorical variables.mp4

~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/2. Feature binning converting numeric variables into categorical variables.mp4

~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/3. Creating dummy variables of categorical variables.mp4

~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/4. Sorting and filtering dataset following conditions.mp4

~Get Your Files Here !/5. Easy Hacks of Data Preprocessing with Python & ChatGPT/5. Merging two datasets horizontally or adding extra variables.mp4

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~Get Your Files Here !/2. Data Collection and Preprocessing/1. Designing Form for Data Collection.mp4

~Get Your Files Here !/2. Data Collection and Preprocessing/2. Data Preprocessing.mp4

~Get Your Files Here !/2. Data Collection and Preprocessing/3. Data Preprocessing and preparation.mp4

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~Get Your Files Here !/9. Complete practical example/1. Intro to the exercise and preprocessing ideas from ChatGPT.mp4

~Get Your Files Here !/9. Complete practical example/2. Preprocessing the 'Free plan users' sheet (12).mp4

~Get Your Files Here !/9. Complete practical example/3. Preprocessing the 'Free plan users' sheet (22).mp4

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9. Module 9 Data Cleaning and Preprocessing/1. Handling Missing Data.mp4

9. Module 9 Data Cleaning and Preprocessing/1. Handling Missing Data.srt

9. Module 9 Data Cleaning and Preprocessing/10. String Object Methods.mp4

9. Module 9 Data Cleaning and Preprocessing/10. String Object Methods.srt

9. Module 9 Data Cleaning and Preprocessing/11. Short Quiz.html

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03 - Vector Models and Text Preprocessing/001 Vector Models & Text Preprocessing Intro.mp4

03 - Vector Models and Text Preprocessing/001 Vector Models & Text Preprocessing Intro_en.vtt

03 - Vector Models and Text Preprocessing/002 Basic Definitions for NLP.mp4

03 - Vector Models and Text Preprocessing/002 Basic Definitions for NLP_en.vtt

03 - Vector Models and Text Preprocessing/003 What is a Vector.mp4

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Artificial Intelligence/Machine learning/Pattern recognition/Pattern recognition and image preprocessing 2nd ed -Sing T. Bow.pdf

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~Get Your Files Here !/2. Understanding Machine Learning/4. Data preprocessing techniques (e.g. normalization, data augmentation).mp4

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9. Module 9 Data Cleaning and Preprocessing/1. Handling Missing Data.mp4

9. Module 9 Data Cleaning and Preprocessing/1. Handling Missing Data.srt

9. Module 9 Data Cleaning and Preprocessing/10. String Object Methods.mp4

9. Module 9 Data Cleaning and Preprocessing/10. String Object Methods.srt

9. Module 9 Data Cleaning and Preprocessing/11. Short Quiz.html

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/Hands-On Data Preprocessing in Python by Roy Jafari.epub

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17. Finance Case Study - Linear Regression/3. Case study Linear Regression - Preprocessing.mp4

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[TutsNode.com] - Data Science 101 Python Data Visualization for Beginners/5 Preprocessing Data in Pandas.en.srt

[TutsNode.com] - Data Science 101 Python Data Visualization for Beginners/5 Preprocessing Data in Pandas.en.vtt

[TutsNode.com] - Data Science 101 Python Data Visualization for Beginners/5 Preprocessing Data in Pandas.mp4

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4. Crash Course Overview/5. SciKit Learn Preprocessing Overview.mp4

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4. Crash Course Overview/5. SciKit Learn Preprocessing Overview.mp4

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18. Building a Boltzmann Machine/4. Same Data Preprocessing in Parts 5 and 6.html

21. Building an AutoEncoder/4. Same Data Preprocessing in Parts 5 and 6.html

24. Data Preprocessing Template/1. Important Instructions.html

24. Data Preprocessing Template/1.1 Machine Learning A-Z (Codes and Datasets).zip

24. Data Preprocessing Template/2. Data Preprocessing - Step 1.mp4

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9. New Spring 5 - Spring Boot 2 And Thymeleaf 3/8. Thymeleaf Preprocessing.mp4

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/[TutsNode.com] - Preprocessing Data with NumPy/8. Manipulation Data with NumPy/11. Stacking Arrays.mp4

[TutsNode.com] - Preprocessing Data with NumPy/1. Introduction to NumPy/3.1 FAQ-for-Udemy.pdf

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/Luengo J. et al. Big Data Preprocessing. Enabling Smart Data 2020.pdf

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2. -------------------- Part 1 Data Preprocessing --------------------/1. Welcome to Part 1 - Data Preprocessing.html

3. Data Preprocessing in Python/1. Make sure you have your Machine Learning A-Z folder ready.html

3. Data Preprocessing in Python/1.1 Machine Learning A-Z (Codes and Datasets).zip

3. Data Preprocessing in Python/2. Getting Started.mp4

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5. Data Preprocessing/10. Outlier Treatment in Python.mp4

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5. Data Preprocessing/11. Project Exercise 3.html

5. Data Preprocessing/12. Missing Value Imputation.mp4

5. Data Preprocessing/12. Missing Value Imputation.vtt

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03-machine-learning/041-feature-preprocessing-code-along.mp4

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