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Advanced Python programming

Instructor led best course to learn advanced python programming concepts with unique case-based learning approach.

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4.7

Rating

30 Hrs

Duration

Intermediate

Level

30

Assignments

What you'll learn

Advance python concepts like Recursive functions, Decorators and many more
Object oriented programming and backend development for web applications
Creating custom libraries, Unit testing, Multi-threading and Multi processing

Who should take this course

Anyone with mid-level python programming knowledge
Developers who want to create production grade python programs

Skills you'll gain

Arbitrary arguments
Recursive functions
Oops
Iterators
Generators
Decorators
Backend development
Memory management
Unit testing
Multi-threading
Multi processing

Course contents

List comprehension
Dictionary comprehension

*args and **kwargs

filter, map and reduce

Benefits and sImplementation using an example

Counter
defaultdict
deque
namedtuple
OrderedDict
ChainMap

Complex pattern matching
ID extraction

Encapsulation
Inheritance
Polymorphism
Abstraction

Benefits
Implementation using an example

Benefits
Implementation using an example

Steps to create packages

Web backend development using flask and MySQL

Memory management
Deep copy
Shallow copy

Unitest and Pytest

Concurrency
Global Interpreter Lock
Synchronization

Processes
Inter-process communication
Synchronization

Advanced NLP

Here Semantic embeddings, Information retrieval, Text summarization, Language modelling and recommendation engine concepts will be taught.

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LLM RAG for beginners

This course includes how to uses LLM and prompt engineering for question answering, reasoning, text summarization ect. Also allowing LLM to access knowledge from external sources using RAG.