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Fundamentals of Data Science with Python [Video]\3.Getting Your Dataset Ready for Processing\13.Sourcing the Data.mp4
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Fundamentals of Data Science with Python [Video]\3.Getting Your Dataset Ready for Processing\16.Getting a Global Overview of the Data.mp4
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Fundamentals of Data Science with Python [Video]\3.Getting Your Dataset Ready for Processing\18.Cleaning the Data for Use.mp4
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Fundamentals of Data Science with Python [Video]\3.Getting Your Dataset Ready for Processing\15.Loading the Datasets into Your Program.mp4
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Fundamentals of Data Science with Python [Video]\3.Getting Your Dataset Ready for Processing\17.Finding Missing Values in Data.mp4
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Fundamentals of Data Science with Python [Video]\3.Getting Your Dataset Ready for Processing\14.Getting Familiar with Our Two Datasets.mp4
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Fundamentals of Data Science with Python [Video]\1.Primer on Python\05.Manipulating Variables with Operators.mp4
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Fundamentals of Data Science with Python [Video]\1.Primer on Python\04.Overview of the Different Variable Types.mp4
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Fundamentals of Data Science with Python [Video]\1.Primer on Python\01.Course Overview.mp4
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Fundamentals of Data Science with Python [Video]\1.Primer on Python\07.Conditions and Loops.mp4
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Fundamentals of Data Science with Python [Video]\1.Primer on Python\03.Installing Python and Creating a First Jupyter Notebook.mp4
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Fundamentals of Data Science with Python [Video]\1.Primer on Python\02.Introduction to Python.mp4
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Fundamentals of Data Science with Python [Video]\1.Primer on Python\08.Object-Oriented Programming with Python.mp4
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Fundamentals of Data Science with Python [Video]\1.Primer on Python\06.Writing Functions with Python.mp4
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Fundamentals of Data Science with Python [Video]\2.Python for Data Science\09.Introduction to the NumPy Array.mp4
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Fundamentals of Data Science with Python [Video]\2.Python for Data Science\10.Manipulating NumPy Arrays with Operators and Aggregate Functions.mp4
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Fundamentals of Data Science with Python [Video]\2.Python for Data Science\11.Making Your First Steps with Pandas.mp4
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Fundamentals of Data Science with Python [Video]\2.Python for Data Science\12.Performing Common Operations with Pandas.mp4
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Fundamentals of Data Science with Python [Video]\Exercise Files\code_9781789133981.zip |
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Fundamentals of Data Science with Python [Video]\5.Working with Statistics and Probability\28.Working with Probability and Distribution.mp4
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Fundamentals of Data Science with Python [Video]\5.Working with Statistics and Probability\26.Finding Patterns with Python - Univariate Analysis.mp4
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Fundamentals of Data Science with Python [Video]\5.Working with Statistics and Probability\29.Inferential Statistics - Testing Hypothesis with the T-Test and the ChiĀ² |
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Fundamentals of Data Science with Python [Video]\5.Working with Statistics and Probability\25.Finding Patterns with Descriptive Statistics.mp4
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Fundamentals of Data Science with Python [Video]\5.Working with Statistics and Probability\27.Finding Patterns with Python - Bivariate Analysis.mp4
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Fundamentals of Data Science with Python [Video]\6.Statistical Modelling and Fitting\33.Analysis of Variance (ANOVA).mp4
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Fundamentals of Data Science with Python [Video]\6.Statistical Modelling and Fitting\32.Exploring Linear Regression.mp4
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Fundamentals of Data Science with Python [Video]\6.Statistical Modelling and Fitting\34.Working with Logistic Regression.mp4
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Fundamentals of Data Science with Python [Video]\6.Statistical Modelling and Fitting\31.Using Data to Test a Statistical Model.mp4
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Fundamentals of Data Science with Python [Video]\6.Statistical Modelling and Fitting\30.Exploring Statistical Modelling.mp4
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Fundamentals of Data Science with Python [Video]\7.Explore Machine Learning\37.Training a Model with Scikit-Learn.mp4
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Fundamentals of Data Science with Python [Video]\7.Explore Machine Learning\35.Getting Started with Machine Learning and AI.mp4
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Fundamentals of Data Science with Python [Video]\7.Explore Machine Learning\36.Differentiating Types of Learning.mp4
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Fundamentals of Data Science with Python [Video]\4.How Visualizations Work\23.Extending Matplotlib's Possibilities Thanks to Seaborn.mp4
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Fundamentals of Data Science with Python [Video]\4.How Visualizations Work\24.Dealing with Several Plots.mp4
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Fundamentals of Data Science with Python [Video]\4.How Visualizations Work\22.Detecting Correlations with Scatter Plots.mp4
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Fundamentals of Data Science with Python [Video]\4.How Visualizations Work\20.Exploring Histogram.mp4
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Fundamentals of Data Science with Python [Video]\4.How Visualizations Work\19.Using the Simple Bar Graph.mp4
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Fundamentals of Data Science with Python [Video]\4.How Visualizations Work\21.Working with Boxplots.mp4
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