Preface: Programming languages & Python language uniqueness

Python installing and working with python shell

Learning and using Python shell

Creating inputs & output

Remarks

Variable types Int, Float, String, Bool

Variable type conversion

Conditional statements and usage of if,else,eliif

Logical conditions \ logical expressions

Boolean operators

Mathematical basic operators including power, remainder & modulo

Short review

Python functions

String variables manipulations

String multiplication

Loops: for & while – which one is suitable, per case

Debugger IDE installation

Debugger usage

Writing programs and using the debugger

Python Iterator type – 1st encounter

The function next () and usages

Continue with loops: break,continue,pass,else

Endless loops

Python List type

Functions and operator’s usage with List

Slicing operations with lists, sorting (forward & backward)

Python Tuple type

Tuple initialization,usages,examples,pros&cons

Functions with Tuple

List & tuple comprehension

Python Dictionary type initialization, usages, examples

Functions with Dictionary

Python set type

Set initialization, usages, examples

Functions with Set

Working with data files

Data files operations: Create, Open for reading, reading and writing, appending & Close

Files advanced operations

Sequential & random Reading and writing to files

File zipping and un-zipping

Functions, definition, usages, capabilities and return values

Function types

Variables scope

Global, Local, Non-Local

The exec function + examples

Functions: assert () & callable ()

Exception handling – structure, handling errors and special conditions.

Python generators – principal & theory

Generators: pros & cons

objects

Defining a class, defining an object

Class constructors & destructors

Defining methods

Static & Class method

Class inheritance

Method overriding

Multiple Inheritance

Polymorphism

Python operators overloading

Module sys & usages

Decorators in python

Module struct

Lambda function with examples & exercises

Functions: filter, map, reduce

Usage and exercises

Regular expressions – definitions

Regular Expressions: rules, expressions, examples

Module OS

Using folders

OS.system()

Module logging and creation of log files

Logging to a file, logging to stdout , logging format

Python Threads

GIL problem

Daemon threads

Thread pool

Threads short review

Threads timer & barrier

Python Multiprocessing

Process Pool

Process Queue

Process Pipe,Lock

Process Array,Value

Process Events,Semaphore,Mutex

Python datetime module

Calculate durations, time zone and time differences

Python Code efficiency: run time & improvements

TCP client server short demo

Python coroutines principals

Python coroutines and cooperative multitasking

Coroutine state machine example

Module asyncio methods & keywords

Module csv

Csv classes methods, examples & exercises

Module xml methods & examples

Python handling Excel files

Excel files, open close, rules, pattern & charts handling

Handling JSON files

Json module methods, classes & functions

Module numpy

Module numpy Arrays, methods & functions

Numpy zeros() ones() eye()

Numpy slicing

Numpy array operations: add(), subtract(),mul(),div()

Numpy dot() & transpose

Complex numbers theory and exercises

Linear algebra: Matrices, Vectors & exercises

Data collection, handling

Data cleaning

Data processing

Producing reports

Class exercise

Review final project

Module matplotlib – capabilities & demo

Matplotlib graphs demonstration: - Lines,Bars,Pie Multi-Graphs

2D & 3D graphs

Add grids, save plots, labels

Material review numpy & matplotlib – review exercise

Module Pandas

Data organizing, cleaning, sorting

Data manipulations

Pandas Series and DataFrames

Pandas Update, Add, Remove Sort

Reading files

Produce graphs

Pandas ExcelWriter,ExcelReader

Class material test

Module SCIPY – usages

SciPy Integrals & differentials

Scipy Graphical presentation

Scipy various functions

Graphical presentation

Web scraping

Flask module

Jinja module

Bokeh module

Course final project review

Python various packages

Various python example

Course summary

Next steps in python

Q&A

Course’s Evaluation