Refer to Week 1 Lesson 3 on how to use Git.
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Setting up the pre-built VM
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Building your own VM
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Guest additions
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Shared folders
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Software Requirements for INFO 490
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Part 1. Navigating through your file system.
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Part 2. Working with data file.
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Part 3. Using awk and sed to manipulate files.
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Problem 1. The obligatory "Hello World" problem.
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Problem 2. A famous simple interview question.
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Problem 3. Simple statistics.
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Problem 1. Simple statistics revisited.
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Problem 2. Using a class to represent an individual person.
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Problem 3. Simple statistics using Numpy.
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Problem 1. Trigonometric functions.
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Problem 2. Income versus age.
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Problem 3. Age distribution of males and females.
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Problem 1. Popular Baby Names
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Problem 2. Simple Statistics Using Pandas.
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Problem 3. Twitter Tag Cloud.
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Problem 1. SQLite from Command Line.
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Problem 2. SQLite in Python.
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Problem 3. Python Objects in SQLite.
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Problem 1. PMF, CDF, and CCDF.
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Problem 2. The Locomotive Problem.
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Problem 3. Least Squares Fit.
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Overview.
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Understanding Your Data and Pre-processing.
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Dimensional Reduction.
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Clustering.
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Classification.