FairozaAmira / AI_Programming_1_e

A repository related to AI Programming 1 E course in KCGI

AI_Programming_1_e

A repository related to AI Programming 1(e) course in the Kyoto College of Graduate Studies for Informatics (KCGI)

Prerequisites

High school level Mathematics and basic computer knowledge

Installation

Python 3.6
Jupyter Notebook
Google Colaboratory

Who's this repository for?

Students of KCGI that register for the AI Programming 1(e)

Syllabus of this course

1. How to run python code – using the Jupyter Notebook, Miniconda and Google Colaboratory
2. A quick tour of Python Language Syntax
3. Basic Python Semantics – Variables, Objects and Operators
4. Built-in Types and Data Structures
5. Control Flow
6. Defining and Using Functions
7. Errors and Exceptions
8. Iterators
9. List Comprehensions
10. Generators
11. Modules and Packages
12. String Manipulation and Regular Expressions
13. Introduction to GitHub
14. Introduction to Data Structures and Algorithm

References

Jake VanderPlas, “A Whirlwind Tour of Python”, O’Reilly Media Inc., 2016
Lisa Tagliaferri, “How to Code in Python 3”, Digital Ocean
“GitHub and Collaboration”, “Data Structures and Algorithms in Python”, “Introduction to Python Programming”, Udacity Online Course
Gayle Laakmann McDowell, “Cracking the Coding Interview”, Careercup, 2015.
A. Y. Bhargava, “Grokking Algorithms,” Manning Publications, 2016

Contact

[e-mail]