Data Science 1
Welcome to Data Science 1!
What is Data Science?
Statistical Foundations
Sampling
Descriptive Statistics
Mean
Median
Mode
Measures of Spread
Range
Variance
Standard Deviation
Coefficient of Variation
Interquartile Range
Summarizing Data
5-Number Summaries
Histograms
Scaling Data
Quantifying Relationships
Intro to Python
Variables
Arithmetic
Strings
User Input
Conditional Logic
If statements
If, Else If, Else
Conditional Logic and Data Science
While Statements
For Statements
Break and Continue Statements
Boolean Operators
Central Tendency in Python
Functions
Defining Functions
Calling Functions
Multiple Parameters
Lists
Index
Modifying and Comparing Lists
Dictionaries
Creating Dictionaries
Dictionary Operations
Dictionary Functions
NumPy
Object Oriented Programming
Attributes
Methods
Arrays
Adding Data to Arrays
Indexing
Pandas
Data Structures
Bringing Data In: Python Objects
Bringing Data In: Files
Inspecting DataFrames
Summarizing Data
Subsets of Data
repository
open issue
Index
