References
BANA 4080: Data Mining
Welcome
Module 1
1
Introduction
2
Setting Up Your Python Environment
3
Python Basics – Working with Data and Variables
Module 2
4
Getting Started with Jupyter Notebooks
5
Introduction to Data Structures
6
Packages, Libraries, and Modules
Module 3
7
Importing Data and Exploring Pandas DataFrames
8
Deeper Dive on DataFrames
9
Subsetting Data
Module 4
10
Manipulating Data
11
Summarizing Data
12
Relational data
Module 5
13
Intro to Data Visualization with Pandas
14
Fundamentals of Plotting with Matplotlib
15
Interactive Data Visualization with Bokeh
Module 6
16
Controlling Program Flow with Conditional Statements
17
Controlling Repetition with Iteration Statements
18
Writing Your Own Functions
Appendix
19
Anaconda Installation
20
VS Code Installation
References
References
20
VS Code Installation