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Descriptive statistics
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Frequency Tables and summarization
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Univariate Analysis (Distribution of data & Graphical Analysis)
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Bivariate Analysis (Cross Tabs, Distributions & Relationships, Graphical Analysis
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Creating Graphs- Bar/pie/line chart/histogram/ boxplot/ scatter/ density etc)
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Important Packages for Exploratory Analysis (NumPy Arrays, Matplotlib, seaborn, Pandas and SciPy. stats etc)
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Supervised Machine Learning techniques – what is it?
Supervised Machine Learning techniques – what is it?
EDA, Train, Test & Validation splits
EDA, Train, Test & Validation splits