[FREE] Fundamentals of Programming using Python 3

Fundamentals of Programming using Python 3

Basics of Python Programming for IT Professionals

What you’ll learn
Setup Development Environment for Python 3 – Python, Pycharm and Jupyter Notebook
Basic Programming Constructs
Pre-defined Functions, User Defined Functions, Arguments, Lambda Functions
Overview of Collections such as List, Set and Dict as well as Tuples
Manipulating Collections using Map Reduce APIs

Requirements

Computer with 4+ GB RAM and 64 bit Processor
Basic Programming Skills
64 bit Operating System such as Windows 10 or Linux or Mac

Description
As part of this course one will learn basics of Python Programming to get into Big Data. Depending up on the feedback we might add additional modules over a period of time.

Setup Python Environment

Install Python and Pip

Install Pycharm along with JDK

Install Jupyter Notebook

Basic Programming Constructs

Python CLI

Getting Help

Data types in Python

Operators in Python

Conditional Statements

 

Looping Constructs

Errors and Exceptions

All about Functions

Pre-defined Functions

Defining Functions

Return Statement

Lambda Functions

Overview of Collections and Tuples

Read data from files into collection

Collections – list, set and dict – group of homogeneous elements

Basic Operations on Collections

Tuples – group of heterogeneous elements

Develop data processing applications (using loops over collections)

Manipulating Collections using Map Reduce APIs

Define problem statements

Develop myFilter, myMap and myReduce APIs

Understanding existing packages and APIs

Developing Solutions using Map Reduce APIs

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