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Python (Advanced) training course

Learn To Produce Better Code, Faster, With Advanced Python Skills

4.8 out of 5 average

(see feedback)

Overview

Our Advanced Python training course has had great feedback from developers, testers, data scientists, financial modellers and analysts who already use Python on a day-to-day basis, but need to know how to get even more out of the language.

This advanced Python training course will teach you additional techniques and features relevant to Python, to help you realise its full potential as an elegant language for rapid development of test scripts and applications.

Python is a dynamic object-oriented programming language. It offers strong support for integration with other development languages and tools, and comes with extensive standard libraries.

Python also serves as a great introduction to functional programming, allowing us to explore topics such as closures, comprehensions, generators and decorators.

And of course, one of the great strengths of Python is the extensive set of libraries.  We take a tour of some of the more interesting libraries and even show how to interface to your own libraries written in C and C++, downloaded from a local repository using PIP.

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JBI training course London UK

  • Learn to use various advanced examples of expressions and string processing 
  • Use Advanced Object Orientation 
  • Acquire skills in modern approaches to exception handling
  • Learn to install packages and working with repositories
  • Execute Agile development with TDD in Python
  • Explore advanced language techniques to learn decorators, iterators and generators
  • Learn functional programming methods such as Lambda functions
  • Make use of Excel, NumPy, Pandas, OpenPyXl and MatplotLib
  • Network with FTP, Stream Sockets, Datagrams and WebBrowser modules
  • Write high performance libraries with Cython, C and C++
  • Execute web development to write a Python Server and interface with a browser 
  • Learn threads, concurrency threading and multiprocessing libraries
  • Operate databases such as Oracle, MySQL,  and SQLAlchemy

A taster video from Python for Data Analytics Training course. 

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Regular Expressions and String Processing

  •       Various advanced examples

Advanced Object Orientation

  • Old/new style classes
  • Method lookup and __mro__
  • Inheritance, polymorphism, multiple inheritance
  • Metaprogramming
  • Operator overloading

Modern Approaches to Exception Handling

  • Standard exceptions
  • Asserts
  • Controlling tracebacks
  • Logging

Installing Packages & Working with Repositories

  • Anaconda, Pip, Writing your own local repository

 

Agile Development with TDD in Python

  • TDD examples in PyCharm or Eclipse, Nose, Unit Test

Advanced Language Techniques

  • Decorators, Iterators and Generators

Functional Programming

  • Lambda functions
  • Filters and maps
  • Descriptors
  • Nested functions
  • Currying
  • Closures

Working with Excel

  • A brief overview of working with Numpy, Pandas, OpenPyXl, MatplotLib, Using Excel Charts (see Python for Data Scientists for an in depth course in these topics)

 

 

 

Networking:

  • Ftp, Stream Sockets, Datagrams, WebBrowser module

Writing High Performance Libraries

  • Using Cython
  • Interfacing with C and C++
  • Measuring performance
  • Code coverage

Web Development

  • Writing a Python Server (Flask) and interfacing with a browser using JSON, AJAX and JQuery

Threads and Concurrency

  • Threading and Multiprocessing libraries.  GIL

Working with Databases

  • Oracle or MySQL,  SQLAlchemy

 

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Next on 23 May £2,000.00+VAT
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JBI training course London UK

Quants, Data Scientists, Analysts, Testers and Programmers who are looking to advance their existing Python skills.

 

BOOK NOW
Next on 23 May £2,000.00+VAT
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4.8 out of 5 average

"I liked the course because it was well structured and developed my understanding of Python, specifically Object Orientation and libraries with C++. The trainer was detailed in his explanations and engaging."

MM, Risk Manager, Python Advanced, January 2021

Watch live client feedback from Python Training course: 

BOOK NOW
Next on 23 May £2,000.00+VAT
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Custom courses and prices
JBI training course London UK
 
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