NCSU - CSC 111-SU21 - Intro to Computing Python
55 videos • 1,939 views • by Adam Gaweda
1
CSC-111-051 - Getting Started
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2
Programming Languages
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3
Variables
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Representing Data
Adam Gaweda
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5
Designing Functions in Python
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6
Conditional Statements in Python
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7
Approximation of Floating Point Errors
Adam Gaweda
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8
Chained Conditional Statements (elif) in Python
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9
Compound Conditional Statements in Python
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10
Example Application - Conditional Statements in Geolocating Addresses
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11
Nested Conditional Statements in Python using Tax Filings
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12
Code-Along in Python - CodingBat's Near Ten
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13
While Loops in Python
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14
Building HiLo in Python
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15
Probability and Monte Carlo with Python
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16
Nested Loops in Python
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17
Minimum Monthly Payment Approximation in Python
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18
Intro to Objects
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Strings as Objects
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20
String Formatting in Python
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21
Intro to Lists in Python
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22
For Loops and Traversing Lists in Python
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23
Strings as Lists
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24
Adding Elements to a Python List
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25
Lists inside Functions and Shuffling Elements in a List
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26
The Gamers: Dorkness Rising
LeslieSedlak
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27
Nested Lists in Python
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28
Building Nested Lists in Python
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29
Using Enumeration to Reference List Indices
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30
Image Processing using Python's PIL Library
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31
Absolute and Relative File Handling in Python
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32
Reading File Contents in Python
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33
Closing Files in Python
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34
Using the with Keyword when Reading Files in Python
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35
Writing Files in Python
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36
Exception Handling in Python
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37
Real World Example of Exception Handling to Process Typing Exercises
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38
Using Exception Handling to Convert Strings to Floats in Python
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39
Writing CSV Files with Python's CSV Library
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40
Python Dictionaries
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41
Accessing Elements in a Python Dictionary
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42
Getting Word Frequency from a Text File using Python Dictionaries
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43
Getting Weather Data from an API with Python Dictionaries and the Requests Library
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44
Python's DictReader and DictWriter
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45
Basic of NumPy
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46
Scientific Computing with NumPy and SciPy
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47
Curve Fitting using Numpy's Polyfit Function
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48
Representing Polynomials in Python Using Numpy
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49
Basics of Data Visualization
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50
Matplotlib Basics
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51
Subplots in Matplotlib
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52
Simulating Infection Spread with Matplotlib - Changing Colors in a Matplotlib Scatterplot Animation
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53
Data Analytics with Pandas
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54
Factor Analysis with Pandas and FactorAnalyzer - Real World Example
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55
In Closing
Adam Gaweda
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