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

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

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

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~Get Your Files Here !/2 - Text Preprocessing/10 - Stemming.mp4

~Get Your Files Here !/2 - Text Preprocessing/11 - Lemmatization.mp4

~Get Your Files Here !/2 - Text Preprocessing/12 - Ngrams.mp4

~Get Your Files Here !/2 - Text Preprocessing/13 - Practical task.mp4

~Get Your Files Here !/2 - Text Preprocessing/13 - tripadvisor-hotel-reviews.csv

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~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/1. Feature engineering Generating new data.mp4

~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/2. Extracting day, months, year from date variable.mp4

~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/3. Feature encoding Assigning numeric values.mp4

~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/4. Creating dummy variables for nominal data.mp4

~Get Your Files Here !/5. Master Data Preprocessing for Perfect ML Model/5. Data standardizing and normalizing with StandardScaler.mp4

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~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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[TutsNode.net] - Data Analysis with Python NumPy & Pandas Masterclass/9. Importing & Exporting Data/1. Preprocessing with read_csv.srt

[TutsNode.net] - Data Analysis with Python NumPy & Pandas Masterclass/9. Importing & Exporting Data/1. Preprocessing with read_csv.mp4

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[TutsNode.com] - Deep Learning with Python, Second Edition, Video Edition/46-Chapter 8 Data preprocessing.mp4

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4. Data Preprocessing before building Linear Regression Model/1. Gathering Business Knowledge.mp4

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4. Data Preprocessing before building Linear Regression Model/10. Missing Value Imputation in Python.mp4

4. Data Preprocessing before building Linear Regression Model/10. Missing Value Imputation in Python.srt

4. Data Preprocessing before building Linear Regression Model/11. Seasonality in Data.mp4

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~Get Your Files Here !/02 - Machine Learning/012 Data Preprocessing.mp4

~Get Your Files Here !/02 - Machine Learning/012 Data Preprocessing_en.vtt

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~Get Your Files Here !/2 - Cluster Analysis and Unsupervised Machine Learning/18 - Data Preprocessing.mp4

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16. Feedforward Artificial Neural Networks/8. Text Preprocessing Code Preparation.mp4

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16. Feedforward Artificial Neural Networks/9. Text Preprocessing in Tensorflow.mp4

16. Feedforward Artificial Neural Networks/9. Text Preprocessing in Tensorflow.srt

3. Vector Models and Text Preprocessing/1. Vector Models & Text Preprocessing Intro.mp4

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~Get Your Files Here !/02 - Vector Models and Text Preprocessing/001 Vector Models & Text Preprocessing Intro.mp4

~Get Your Files Here !/02 - Vector Models and Text Preprocessing/001 Vector Models & Text Preprocessing Intro_en.srt

~Get Your Files Here !/02 - Vector Models and Text Preprocessing/002 Basic Definitions for NLP.mp4

~Get Your Files Here !/02 - Vector Models and Text Preprocessing/002 Basic Definitions for NLP_en.srt

~Get Your Files Here !/02 - Vector Models and Text Preprocessing/003 What is a Vector.mp4

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~Get Your Files Here !/8. Feature Pre-processing/2.1 manual feature preprocessing.txt

~Get Your Files Here !/8. Feature Pre-processing/3.1 manual feature preprocessing.txt

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~Get Your Files Here !/2. Project 01 Chatbot/3. Preprocessing the Text Data.mp4

~Get Your Files Here !/2. Project 01 Chatbot/3. Preprocessing the Text Data.srt

~Get Your Files Here !/3. Project 02 Fake News Classification/2. Preprocessing the Data.mp4

~Get Your Files Here !/3. Project 02 Fake News Classification/2. Preprocessing the Data.srt

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Module 2 Text Processing and Feature Engineering/001. Lesson 2.1 Preprocessing Techniques.en.srt

Module 2 Text Processing and Feature Engineering/001. Lesson 2.1 Preprocessing Techniques.mp4

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~Get Your Files Here !/4 - Machine Learning with PySpark and MLlib/12 - Data Preprocessing English.vtt

~Get Your Files Here !/4 - Machine Learning with PySpark and MLlib/12 - Data Preprocessing.mp4

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1. Key Concepts Machine Learning (Janani Ravi, 2021)/4. Applying Machine Learning to Complex Data/3. Preprocessing Text Data.mp4

1. Key Concepts Machine Learning (Janani Ravi, 2021)/4. Applying Machine Learning to Complex Data/3. Preprocessing Text Data.vtt

3. Foundations of Statistics and Probability for Machine Learning (Janani Ravi, 2021)/4. Performing Regression Analysis/6. Demo - Preprocessing Data for Multiple Regression.mp4

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6. Machine Learning for Healthcare (Janani Ravi, 2021)/3. Case Study - Disease Detection Using Machine Learning/2. Chronic Disease Prediction - Data and Data Preprocessing.mp4

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17. Recommendation Engines/13. Preprocessing the Data for Collaborative Filtering.mp4

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17. Recommendation Engines/6. Preprocessing the Data for Content Based Filtering.mp4

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02. Natural Language Processing (NLP) Essentials- Exploring Text Data/03. Hands-on Preprocessing.mp4

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

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

02 - Vector Models and Text Preprocessing/002 Basic Definitions for NLP_en.srt

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

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~Get Your Files Here !/2 - Data Preprocessing TechniquesSteps/2 - 03.Data-Preprocessing-Techniques.pptx

~Get Your Files Here !/2 - Data Preprocessing TechniquesSteps/2 - Data Preprocessing TechniquesSteps.mp4

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