Scientific Data Analysis
Syllabus
Unix
File Systems
List Files Directories
More On Directories
Working With Files
Git
Versioning Filesystem
Introduction To Git
Setup
Anatomy Of Git
Recording Changes
Viewing History
Undo
Python
Memory Model
Aggregate Types
Functional Programming
Map
Filter
Reduce
Numpy
Create Ndarrays
Operations
Indexing
Boolean Operations
Transposing And Axes Reordering
Aggregation
Other Numpy Functions
Persistent Storage
Pandas
Getting Started
Dataframe
Groupby And Merge
Plots
{:check ["true"]}

Index

Calendar

Fall 2020

Marking

Marking Scheme

Quizzes             40%
Worksheets          40%
Test 1              10%
Test 2              10%

Copyright 2020, Ken Pu