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

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

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

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2. Model Building and Prediction/13. Preprocessing.mp4

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

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

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

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

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

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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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~Get Your Files Here !/03 - 2. Understanding Data/04 - Python for data preprocessing with Pandas and Matplotlib.mp4

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~Get Your Files Here !/04 - 3. Data Preprocessing/01 - Data preprocessing the telecom dataset.mp4

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~Get Your Files Here !/04 - 3. Data Preprocessing/02 - Introduction to text preprocessing.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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~Get Your Files Here !/2. Introduction/2. Lecture 2 Data Handling and Preprocessing.mp4

~Get Your Files Here !/2. Introduction/2.1 Data Handling and Preprocessing -Slides.pdf

~Get Your Files Here !/2. Introduction/4. Data handling and preprocessing Quiz.html

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9. Explore Data Pipelines and Linear Regression/4. Predicting Lumber Prices Data Cleaning & Preprocessing.mp4

16. Implement Logistic Regression with Python/5. Implement Logistic Regression Part 1 Data Preprocessing, Cleaning, and Encoding .mp4

20. Build a Support Vector Machine Classifier/4. Data Loading and PreProcessing.mp4

21. Build a K-Nearest Neighbors Classifier/6. Data PreProcessing.mp4

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~Get Your Files Here !/6 - Data Preprocessing/19 - Module 6 Introduction.mp4

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~Get Your Files Here !/6 - Data Preprocessing/20 - Module 6 part I Data Preprocessing.mp4

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030 Item Preprocessing with Regex.mp4

031 Item Preprocessing with JavaScript.mp4

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09 - Introduction to Neural Networks and How to Use Pre-Trained Models/004 Preprocessing Image Data and How RGB Works.mp4

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11 - Use Tensorflow to Classify Handwritten Digits/004 Data Preprocessing One-Hot Encoding and Creating the Validation Dataset.mp4

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1 - Data Science Modules Introduction and Brief Overview/3 - Mod 2 Data Cleaning and Preprocessing Turning Raw Data into Usable Insights English.vtt

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12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/100 - Day 5 Text Preprocessing and Word Embeddings for RNNs English.vtt

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17 - Complete PyTorch Tutorials/202 - 6 Loading and Preprocessing Data English.vtt

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03 - Neural network regression with TensorFlow/027 Preprocessing data with feature scaling part 1 (what is feature scaling).mp4

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03 - Neural network regression with TensorFlow/028 Preprocessing data with feature scaling part 2 (normalising our data).mp4

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03 - Neural network regression with TensorFlow/029 Preprocessing data with feature scaling part 3 (fitting a model on scaled data).mp4

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~Get Your Files Here !/08. scikit-learn/046. Preprocessing data.en.srt

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~Get Your Files Here !/1 - Introduction/ML-Course-Notebooks/Section 3/Processing/Data Proprocessing/Data Preprocessing.ipynb

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11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/86 - Day 5 Text Preprocessing and Word Embeddings for RNNs.mp4

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