Python Programming Language for Advanced

Applied Data Science and Machine Learning

Need some help?

Let us contact you

COURSE DETAILS

The objective of this course is to introduce object-oriented programming (OOP) concepts, as well as enabling the learner to work with intermediate complexity programming tasks like working with larger programs, handling errors and working with input and output systems in depth.

On completion, a learner should be able to

Develop solutions using OOP concepts
Develop and understand Python code being used from modules and packages
Develop robust code with exception handling
Develop code that can handle the input-output system

After completing this course the learner should be able to attain PCEP (Python Certified Entry Level Programmer) certification from Python Institute.

Entry Requirements

Basic knowledge of Python programming language is required for the advanced level course.

Course Level

Professional/ Expert Level

Assessment

Not applicable

Accreditation / Awarding Body

ICE (Leading to PCAP (Python Certified Associate Programmer) certification from Python Institute)

What will you learn

Week 1

Working with Modules and packages

Week 2

Exception handling

Week 3

String manipulations(ASCII, UNICODE, UTF-8, codepoints, escape sequences), Converting string with methods, Iterating through strings, concatenation, multiplying, comparing, Working with various methods/function over strings.

Week 4

OOP (class, object, property, method, encapsulation, inheritance, super and sub classes, Instance vs class variables, __dict__ property,

Week 5

name mangling, method declaring, method with self, __name__, __module__, __bases__ properties, single, multiple inheritance, overriding, constructor (declaring and invoking).

Week 6

Polymorphism, __name__, __module__, __str__() method, multiple interitance

Week 7

List comprehension: if operator, using list comprehensions, lambdas: defining and using lambdas, self-defined func tions taking lambda as as arguments; map(), filter().

Week 8

Closures(meaning, defining, and using closures), I/O Operations: I/O modes, predefined streams, handles, text/binary modes, open(), errno and its values, close(), .read(), .write(), .readline(); readlines() and its variants.