This note will provide a gentle introduction to programming using
Python for highly motivated students with little or no prior experience in
programming computers. Topics covered includes: Variables and types, Functions,
basic recursion, Control flow: Branching and repetition, Introduction to
objects: Strings and lists, Structuring larger programs, Python modules,
debugging programs, Introduction to data structures: Dictionaries, Functions as
a type, anonymous functions and list comprehensions.
This
note covers the following topics: A powerful calculator, Data types and data
structures, introspection, Input and output, Control flow, Function and modules,
Functional tools, Common tasks, Python shells, Symbolic computation, Numerical
Computation, Numerical python arrays, Visualising data, Numerical method using
python, Pandas data science with python, Python packages and environments.
This note covers introduction to python and history, Python Structure
with basic collation, Object orientated concept and exception handling with
debugging and file handling.
Author(s): Vitthalbhai Patel and Rajaratna P T Patel Science
College
This book explains the following topics:
Introduction and Review, variables, Expressions, Operators, For Loops, Range For
Loops, Python Functions : Karel functions, function Analogy, Function as python
Objects and Variable Scope.
The contents include : Foreword, Setting Up a Python
Programming Environment, An Introduction to Machine Learning, How To Build a
Machine Learning Classifier in Python with Scikit-learn, How To Build a Neural
Network to Recognize Handwritten Digits with TensorFlow, Bias-Variance for Deep
Reinforcement Learning: How To Build a Bot for Atari with OpenAI Gym.
Author(s): Lisa Tagliaferri, Michelle Morales, Ellie
Birbeck, and Alvin Wan
This note explains
the following topics: Types of Digital Computers, Stored Program Computer,
Computer Models, Machine Language Program, Program Execution, Central Processing
Unit, Memory Write, Binary World, Assembly Language Program, High-Level
Languages, Compiler, Operating System, Python Interpreter.