Python tips

The “Python tips” document provides valuable insights and practical advice on optimizing Python programming. It delves into topics such as Python speed considerations, AI applications with short-term memory in databases, and the significance of data augmentation in machine learning. Additionally, it explores the use of Python scripts in daily routines and discusses the challenges and solutions in enterprise-level AI implementations. By drawing from a diverse range of sources, the document offers a comprehensive overview of Python’s versatility and applicability in various domains, making it a valuable resource for both beginners and experienced Python developers.

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7. Decorators

Python tips

Decorators are a significant part of Python. In simple words: they are functions which modify the functionality of other functions. They help to make our code shorter and more Pythonic. Most beginner...

8. Global & Return

Python tips

You might have encountered some functions written in python which have a return keyword in the end of the function. Do you know what it does? It is similar to return in other languages. Lets examine ...

12. Collections

Python tips

Python ships with a module that contains a number of container data types called Collections. We will talk about a few of them and discuss their usefulness. The ones which we will talk about are: def...

15. Object introspection

Python tips

In computer programming, introspection is the ability to determine the type of an object at runtime. It is one of Python’s strengths. Everything in Python is an object and we can examine those object...

16. Comprehensions

Python tips

Comprehensions are a feature of Python which I would really miss if I ever have to leave it. Comprehensions are constructs that allow sequences to be built from other sequences. Several types of comp...

17. Exceptions

Python tips

Exception handling is an art which once you master grants you immense powers. I am going to show you some of the ways in which we can handle exceptions. In basic terminology we are aware of the try/e...

18. Classes

Python tips

Classes are the core of Python. They give us a lot of power but it is really easy to misuse this power. In this section I will share some obscure tricks and caveats related to classes in Python. Let’...

19. Lambdas

Python tips

Lambdas are one line functions. They are also known as anonymous functions in some other languages. You might want to use lambdas when you don’t want to use a function twice in a program. They are ju...

21.

Python tips

Loops are an integral part of any language. Likewise for loops are an important part of Python. However there are a few things which most beginners do not know about them. We will discuss a few of th...

22. Python C extensions

Python tips

An interesting feature offered to developers by the CPython implementation is the ease of interfacing C code to Python. There are three key methods developers use to call C functions from their pytho...

26. Function caching

Python tips

Function caching allows us to cache the return values of a function depending on the arguments. It can save time when an I/O bound function is periodically called with the same arguments. Before Pyth...

27. Context Managers

Python tips

Context managers allow you to allocate and release resources precisely when you want to. The most widely used example of context managers is the with statement. Suppose you have two related operation...