Training Python Academy

Training goals

code: PA-OPP

Python is an interpreted language; Python source code is translate into portable byte code. This concept in combination with other design principles of Python makes many of advantages as compared to other languages possible. As a drawback the execution speed may be considerably slower for certain kinds of applications than with compiled languages. Optimization can often increase performance of Python programs substantially.

Conspect Show list

  1. Guidelines for optimization.
    • Optimization strategies - Pystone benchmarking concept, CPU usage profiling with cProfile, memory measuring with Guppy_PE Framework. Participants are encouraged to bring their own programs for profiling to the course.
  2. Algorithms and anti-patterns
    • Examples of algorithms that are especially slow or fast in Python.
  3. The right data structure
    • Comparation of built-in data structures: lists, sets, deque and defaulddict.
    • Big-O notation will be exemplified.
  4. Caching
    • Deterministic and non-deterministic look on caching.
    • Developing decorates for caching purposes.
  5. The example - we will use a computionally demanding example and implement it first in pure Python. Then we look at some algorithmic improvements to speed up the computation.
  6. Testing speed - solution to measuring how fast a program really run in Python.
  7. Psyco - 'just-in-time-complier' (JIT), allowing to translate parts of the byte code to machine code. Example are used to show different possibilities of using Psyco.
  8. Numerical calculations with Numpy - basic possibilities of NumPy covered.
  9. Using multiple CPUS with Pyprocessing/multiprocessing.
  10. Combination of optimization strategies.
  11. Overview of extensions to Python with other languages.
Download conspect training as PDF

Additional information

Prerequisites
  • Basic knowledge of Python language.
Difficulty level
Duration 1 day
Certificate

The participants will obtain certificates signed by Python Academy.
Trainer

Authorized Python Academy Trainer.

Other training Python Academy | On Demand

Python Academy show more courses
Training thematically related

Programming

Java Programming | Capstone Courseware

Java EE | Capstone Courseware

Open-Source Frameworks | Capstone Courseware

Databases | Capstone Courseware

XML and Web Services | Capstone Courseware

Application modernization | Google Cloud

AI and Machine Learning | Google Cloud

FinOps | Google Cloud

Azure | Microsoft

Dynamics 365 | Microsoft

Visual Studio | Microsoft

Python | Python Academy

Django | Python Academy

On Demand | Python Academy

Fundamentals | SCADEMY

C# | SCADEMY

C/C++ | SCADEMY

Java | SCADEMY

PHP | SCADEMY

Python | SCADEMY

WEB | SCADEMY

Cloud | SCADEMY

Cryptography | SCADEMY

Finance | SCADEMY

Healthcare | SCADEMY

Telecome | SCADEMY

Software design | SCADEMY

Software testing | SCADEMY

Linux | The Linux Foundation

Embedded Linux | The Linux Foundation

E-learning | The Linux Foundation

Exam | The Linux Foundation

Python

Python | Python Academy

Django | Python Academy

On Demand | Python Academy

Python | SCADEMY

Contact form

Please fill form below to obtain more info about this training.






* Fields marked with (*) are required !!!

Information on data processing by Compendium - Centrum Edukacyjne Spółka z o.o.

PRICE 400 EUR

FORM OF TRAINING ?

 

TRAINING MATERIALS ?

 

SELECT TRAINING DATE

    • General information
    • Guaranteed dates
    • Last minute (-10%)
    • Language of the training
    • English
Book a training appointment
close

Traditional training

Sessions organised at Compendium CE are usually held in our locations in Kraków and Warsaw, but also in venues designated by the client. The group participating in training meets at a specific place and specific time with a coach and actively participates in laboratory sessions.

Dlearning training

You may participate from at any place in the world. It is sufficient to have a computer (or, actually a tablet, or smartphone) connected to the Internet. Compendium CE provides each Distance Learning training participant with adequate software enabling connection to the Data Center. For more information, please visit dlearning.eu site

close

Paper materials

Traditional materials: The price includes standard materials issued in the form of paper books, printed or other, depending on the arrangements with the manufacturer.

Electronic materials

Electronic materials: These are electronic training materials that are available to you based on your specific application: Skillpipe, eVantage, etc., or as PDF documents.

Ctab materials

Ctab materials: the price includes ctab tablet and electronic training materials or traditional training materials and supplies provided electronically according to manufacturer's specifications (in PDF or EPUB form). The materials provided are adapted for display on ctab tablets. For more information, check out the ctab website.

Upcoming Python Academy training

Training schedule
Python Academy