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Learning Python for Data Science [Video]\Exercise Files\code_34313.zip |
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Learning Python for Data Science [Video]\2.Introducing Jupyter\04.Installing Anaconda.mp4
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Learning Python for Data Science [Video]\2.Introducing Jupyter\07.Markdown Syntax.mp4
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Learning Python for Data Science [Video]\2.Introducing Jupyter\05.Starting Jupyter.mp4
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Learning Python for Data Science [Video]\2.Introducing Jupyter\06.Basics of Jupyter.mp4
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Learning Python for Data Science [Video]\4.Data Preparation and Manipulation with Pandas\14.Subsetting DataFrames.mp4
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Learning Python for Data Science [Video]\4.Data Preparation and Manipulation with Pandas\15.Boolean Indexing in DataFrames.mp4
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Learning Python for Data Science [Video]\4.Data Preparation and Manipulation with Pandas\12.Create DataFrames.mp4
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Learning Python for Data Science [Video]\4.Data Preparation and Manipulation with Pandas\13.Read in Data Files.mp4
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Learning Python for Data Science [Video]\4.Data Preparation and Manipulation with Pandas\16.Summarizing and Grouping Data.mp4
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Learning Python for Data Science [Video]\1.Beginning the Data Science Journey\02.What Is Data Science.mp4
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Learning Python for Data Science [Video]\1.Beginning the Data Science Journey\01.The Course Overview.mp4
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Learning Python for Data Science [Video]\1.Beginning the Data Science Journey\03.Python Data Science Ecosystem.mp4
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Learning Python for Data Science [Video]\6.Introduction to Machine Learning and Scikit-learn\23.Introduction to Scikit-learn.mp4
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Learning Python for Data Science [Video]\6.Introduction to Machine Learning and Scikit-learn\22.Types of Machine Learning.mp4
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Learning Python for Data Science [Video]\6.Introduction to Machine Learning and Scikit-learn\21.Machine Learning.mp4
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Learning Python for Data Science [Video]\8.Model Evaluation and Selection\32.Bias-Variance Tradeoff.mp4
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Learning Python for Data Science [Video]\8.Model Evaluation and Selection\30.Preparing Data for Machine Learning.mp4
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Learning Python for Data Science [Video]\8.Model Evaluation and Selection\34.Grid Search.mp4
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Learning Python for Data Science [Video]\8.Model Evaluation and Selection\31.Performance Metrics.mp4
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Learning Python for Data Science [Video]\8.Model Evaluation and Selection\35.Wrap Up.mp4
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Learning Python for Data Science [Video]\8.Model Evaluation and Selection\33.Cross-Validation.mp4
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Learning Python for Data Science [Video]\3.Understanding Numerical Operations with NumPy\10.Functions in NumPy.mp4
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Learning Python for Data Science [Video]\3.Understanding Numerical Operations with NumPy\09.2D Arrays with NumPy.mp4
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Learning Python for Data Science [Video]\3.Understanding Numerical Operations with NumPy\11.Random Numbers and Distributions in NumPy.mp4
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Learning Python for Data Science [Video]\3.Understanding Numerical Operations with NumPy\08.1D Arrays with NumPy.mp4
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Learning Python for Data Science [Video]\7.Building Machine Learning Models with Scikit-learn\28.Random Forest.mp4
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Learning Python for Data Science [Video]\7.Building Machine Learning Models with Scikit-learn\24.Linear Regression.mp4
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Learning Python for Data Science [Video]\7.Building Machine Learning Models with Scikit-learn\26.K-Nearest Neighbors.mp4
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Learning Python for Data Science [Video]\7.Building Machine Learning Models with Scikit-learn\25.Logistic Regression.mp4
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Learning Python for Data Science [Video]\7.Building Machine Learning Models with Scikit-learn\27.Decision Trees.mp4
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Learning Python for Data Science [Video]\7.Building Machine Learning Models with Scikit-learn\29.K-Means Clustering.mp4
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Learning Python for Data Science [Video]\5.Visualizing Data with Matplotlib and Seaborn\20.Graphs with Pandas.mp4
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Learning Python for Data Science [Video]\5.Visualizing Data with Matplotlib and Seaborn\18.Graphs with Matplotlib.mp4
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Learning Python for Data Science [Video]\5.Visualizing Data with Matplotlib and Seaborn\19.Graphs with Seaborn.mp4
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Learning Python for Data Science [Video]\5.Visualizing Data with Matplotlib and Seaborn\17.Matplotlib Introduction.mp4
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