Events and Probabilities
An experiment, an observation, and when can I see you again
What are things an event needs?
A full accounting describing how probability mass is associated with it's possible outcomes.
What is a distribution?
The structure of a 2D array in Python
What is an array where the object at each position is an array?
Tessellates the "canvas" for drawing visualizations.
A switchable named collection of libraries and python version used for building a data product.
What is a virtual environment?
What is random?
A unit step increase in one variable is associated with another step increase in another.
What is covariance?
The lower and upper index of a vector of rank k.
What is 0 and (k-1)?
Depicts the relationship pairwise between two measurements.
What is a scatter plot?
A text based method for running programs and functions on your computer.
What is the command line interface?
When you make a selection, a pick is removed from further consideration.
What is selection with replacements?
A summary describing dispersion in same units as the measurement.
What is standard deviation?
Obtaining a sub-rectangle from a numpy array and assign it to another numpy array.
What are slicing and broadcast?
Allows you to visualize the distribution of some measurement.
What is a histogram?
What are an IDE and debugger?
When a simple event existing means all unions of them must also exist.
What is sigma additivity?
A framework for manufacturing observed outcomes using previously seen outcomes.
What is Bayes Rule?
The implementation of the columns and rows in a Data Frame.
What are dictionaries of lists and indeces?
Use scatter plot for two or three variables at a time.
How do I evaluate relationships between more than 3 variables?
A live interactive document based that allows you to write, execute, and visualize blocks of executable code.
What is a Jupyter Notebook?
A framework in probability encoding the idea of "in light of new information."
What is conditional probability?
Properties that facilitate decomposition of arbitrary variable/event.
What is pairwise-disjoint and collectively exhaustive?
Subselects arbitrary rectangle from Data Frame.
Allows you to compare different measurements registered in time.
What are multiple line plots?
Ask question, get data, explore data, model data, and communicate results
What is the Data Science process?