CS

See CS study plan repo for more detailed notes: https://charlesreid1.com:3000/cs/study-plan

We're focusing on a few different topics:

• Ramping up level of fluency of Java and Python, developing working knowledge of/familiarity with 5-10 languages (git.charlesreid1.com)
• Core software engineering/computer science theory
• Mathematics and numerical computing
• Machine learning

Topics

Computer Science

Link: https://charlesreid1.com:3000/cs/study-plan/src/master/TODOSoftwareEngineering.md

CS list of topics:

• Algorithm complexity

• Arrays
  • Python - list type - Arrays/Python
  • Java - Arrays class, ArrayList class - Arrays/Java

• Lists
  • ArrayLists - array-based, continguous allocation of memory
  • LinkedLists - link-based system of organizing memory allocated on the fly
  • Java - singly, circularly, doubly linked lists - Linked Lists/Java
  • Python - linked list implementation in Python Linked Lists/Python
  • C - Skiena covers a linked list implementation in C... Linked Lists/C

• StacksQueues
  • Python - implementing array-based stack/queue/deque data type - StacksQueues/Python
  • Java - using built-in stack/queue ADTs, implementing array-based stack/queue/deque type - StacksQueues/Java
  • C - Skiena covers the use of a C linked list to implement a stack/queue in C... StacksQueues/C

• Dictionaries, a.k.a. Maps
  • Python - dictionaries are built-in types in Python. JSON-like structures, key-value pairs.
  • Java - using built-in Map type from Java Collections library allows mapping arbitrary types to other types
  • C - Skiena covers the use of C to create a dictionary as well, by using a linked list to implement the interface of a dictionary.

• Binary Trees

• Hash Tables

Numerics

Link: https://charlesreid1.com:3000/cs/study-plan/src/master/TODONumerics.md

Following the content of Numerical Recipes - algorithmic analysis, &c.

Numerics topics corresponding to particular chapters:

• Linear algebra

• Interpolation and Extrapolation

• Integration and Evaluation of Functions

• Root Finding

Footer

Links

• http://www.teachingtree.co/cs/

Flags

See also:

• Template:DataStructuresFlag
• Template:AlgorithmsFlag

CS/OldPage