Python Resources - Basic Python, ML, DataScience, BigData

#PracticeCode: 0039 🎯 FORWARD IF YOU LIKE IT 🎯 Task: Create a program to input number of rows and coloumn and print a two-dimensional array. Sample :- input - rows = 2 , coloum = 2 output - [[0,1],[0,1]] GOOD LUCK! ««« Discuss your solution @python_programmers_club and proper solutions will be added to our Github page »»» ««« Click here for the Solution »»» 🔥Ready to take this challenge? 🔥 #python #practiceCode #samples #interviewQuestions #conditions

​​003 : FastAPI - Basics - Python 🌟 Getting Started with FastAPI.

 video takes you step by step in explaining the simplest FastAPI application that we created in our previous video.
- Import FastAPI.
- Create an app instance.
- A path operation decorator (like @app.get("/")).
- A path operation function - async def root()
- And finally Run the development server uvicorn from command line.

#python #restapi #webFramework #FastAPI #tutorial #videotutorial

​​Papermill

Papermill is a tool for parameterizing, executing, and analyzing Jupyter Notebooks.

Papermill lets you:
* parameterize notebooks
* execute notebooks

This opens up new opportunities for how notebooks can be used. For example:
* Perhaps you have a financial report that you wish to run with different values on the first or last day of a month or at the beginning or end of the year, using parameters makes this task easier.
* Do you want to run a notebook and depending on its results, choose a particular notebook to run next? You can now programmatically execute a workflow without having to copy and paste from notebook to notebook manually.

#python #tools #papermill #jupyterNotebook

#interviewQuestions : 0013 What are python modules?

Python modules are files containing Python code.

A module can define functions, classes and variables. A module can also include runnable code. Grouping related code into a module makes the code easier to understand and use.

#interviewQuestions : 0012 What is PYTHONPATH?

PYTHONPATH is an environment variable can be set, to add additional directories where python will look for modules and packages.

Whenever a module is imported, PYTHONPATH is also looked up to check for the presence of the imported modules in various directories. The interpreter uses it to determine which module to load.

For most installations, you should not set these variables since they are not needed for Python to run. Python knows where to find its standard library.

The only reason to set PYTHONPATH is to maintain directories of custom Python libraries that you do not want to install in the global default location (i.e., the site-packages directory).

#interviewQuestions : 0011 Q: Explain the following assignment?

x, y, z = 5, 10, 15
a = b = c = 0

a = x - z
x -= z

b = y - y + z 
y -= (y + z)
print(b, y)

15 -15 Notice the result in the here, it should be 15 and 15, but the value of y is -15. Do you know why?

When the statements are evaluated, the statements are evaluated from left to right. But before that, anything within the braces are executed first.

So, in the first statement, since there is no curly braces, it first executes y - y and the result + z, this becomes 15
In the second statement, the expression within curly braces is executed, which is y + z, which comes to 50 and then now the expression becomes y -= 50, which is same as y = y- 50, hence the result -15.

002 : FastAPI - Getting Started - Python 🌟 Getting Started with FastAPI.

This video show you on how to get started in building a simple FastAPI based RestAPI application in Python. It covers
* Install fastapi, and a ASGI server such as uvicorn
* Create our good old Hello World sample using FastAPI
* Running the application in dev mode using both through command line and PyCharm.
* Finally browsing the RestAPI that we created and also checking out the OpenAPI documents that were generated automatically for us.

#python #restapi #webFramework #FastAPI #tutorial #videotutorial

#PracticeCode: 0035 🎯 FORWARD IF YOU LIKE IT 🎯 Task: You have to create a program in which you have to take input in a temperature [ In Celsius, Fahrenheit or Kelvin anyone]. And convert it into other both types and print. {C = 5/9*(F-32) , C = K - 273, where F is Fahrenheit , C is Celsius, K is Kelvin} Sample run :- input → 60°C output → 140 Fahrenheit , 333 Kelvin GOOD LUCK! ««« Discuss your solution @python_programmers_club and proper solutions will be added to our Github page »»» ««« Click here for the Solution »»» 🔥Ready to take this challenge? 🔥 #python #practiceCode #samples #interviewQuestions #conditions

🌟 Future of Artificial Intelligence Learn fundamentals of Artificial Intelligence from Scratch AI Course is divided into four sections. * The first is about the introduction of Artificial Intelligence i.e. what is AI? * The second is How & Why AI is important to us, etc. the next section covers the relevance of AI with other technologies like Data Science, Machine Learning, Internet of Things, Virtual Reality, etc. * The third section covers the AI Project Cycle - Problem Scoping, Data Acquisition, Data Exploration, Modelling & Evaluation. * The last section covers a case study on Neural Network. All these sections will help you to understand AI and also help to decide your career in AI. 🔥 Free AI Course 🔥 #ArtificialIntelligence #AI #tutorial #beginners #free #Course

#PracticeCode: 0034 🎯 FORWARD IF YOU LIKE IT 🎯 Task: You have to create a program in which take input a list of numbers and print the sum of their rounded values to 10 ( if one's place is more than 5 then round to next 10 or vice versa). Sample :- input → 16,17,18,19,14 output → 80 GOOD LUCK! ««« Discuss your solution @python_programmers_club and proper solutions will be added to our Github page »»» ««« Click here for the Solution »»» 🔥Ready to take this challenge? 🔥 #python #practiceCode #samples #interviewQuestions #conditions