Khaitan

Khaitan

1562940773

Build and deploy a Python bokeh application on a Linux server

This talk largely follows a technical blog post by the same author.

First, and because my company (ASML) has not been represented before at PyData events, I will describe the technology created by ASML and a day in the life of a data scientist at the company.

I will then describe an interactive data application released within ASML that is used by engineers and scientists worldwide. I will also provide an inspiring example of an online data application created by the bokeh dev team, and another found in a technical blog post.

Next I will describe the high-level components of an interactive online data application, and the decisions that need to be made before proceeding to development.

The remainder of the presentation covers all steps necessary to build and deploy an online data application following the IaaS - flask - bokeh approach. I will try to keep the audience engaged with directed questions as we dive into some weeds of server configuration. We will also discuss complete Python code for a baseline interactive data application created with the bokeh library.

Thanks for reading

If you liked this post, share it with all of your programming buddies!

Follow us on Facebook | Twitter

Further reading about Python

Complete Python Bootcamp: Go from zero to hero in Python 3

Machine Learning A-Z™: Hands-On Python & R In Data Science

Creating a Plot Charts in Python with Matplotlib

Top 10 Reasons Why You Should Learn Python in 2019

You Don’t Need That Design Patterns and Python

Python Programming Tutorial | Full Python Course for Beginners 2019 👍

Create a Simple Neural Network in Python from Scratch

#python #linux

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Buddha Community

Build and deploy a Python bokeh application on a Linux server
Ray  Patel

Ray Patel

1619518440

top 30 Python Tips and Tricks for Beginners

Welcome to my Blog , In this article, you are going to learn the top 10 python tips and tricks.

1) swap two numbers.

2) Reversing a string in Python.

3) Create a single string from all the elements in list.

4) Chaining Of Comparison Operators.

5) Print The File Path Of Imported Modules.

6) Return Multiple Values From Functions.

7) Find The Most Frequent Value In A List.

8) Check The Memory Usage Of An Object.

#python #python hacks tricks #python learning tips #python programming tricks #python tips #python tips and tricks #python tips and tricks advanced #python tips and tricks for beginners #python tips tricks and techniques #python tutorial #tips and tricks in python #tips to learn python #top 30 python tips and tricks for beginners

Ray  Patel

Ray Patel

1625843760

Python Packages in SQL Server – Get Started with SQL Server Machine Learning Services

Introduction

When installing Machine Learning Services in SQL Server by default few Python Packages are installed. In this article, we will have a look on how to get those installed python package information.

Python Packages

When we choose Python as Machine Learning Service during installation, the following packages are installed in SQL Server,

  • revoscalepy – This Microsoft Python package is used for remote compute contexts, streaming, parallel execution of rx functions for data import and transformation, modeling, visualization, and analysis.
  • microsoftml – This is another Microsoft Python package which adds machine learning algorithms in Python.
  • Anaconda 4.2 – Anaconda is an opensource Python package

#machine learning #sql server #executing python in sql server #machine learning using python #machine learning with sql server #ml in sql server using python #python in sql server ml #python packages #python packages for machine learning services #sql server machine learning services

Ray  Patel

Ray Patel

1619510796

Lambda, Map, Filter functions in python

Welcome to my Blog, In this article, we will learn python lambda function, Map function, and filter function.

Lambda function in python: Lambda is a one line anonymous function and lambda takes any number of arguments but can only have one expression and python lambda syntax is

Syntax: x = lambda arguments : expression

Now i will show you some python lambda function examples:

#python #anonymous function python #filter function in python #lambda #lambda python 3 #map python #python filter #python filter lambda #python lambda #python lambda examples #python map

Khaitan

Khaitan

1562940773

Build and deploy a Python bokeh application on a Linux server

This talk largely follows a technical blog post by the same author.

First, and because my company (ASML) has not been represented before at PyData events, I will describe the technology created by ASML and a day in the life of a data scientist at the company.

I will then describe an interactive data application released within ASML that is used by engineers and scientists worldwide. I will also provide an inspiring example of an online data application created by the bokeh dev team, and another found in a technical blog post.

Next I will describe the high-level components of an interactive online data application, and the decisions that need to be made before proceeding to development.

The remainder of the presentation covers all steps necessary to build and deploy an online data application following the IaaS - flask - bokeh approach. I will try to keep the audience engaged with directed questions as we dive into some weeds of server configuration. We will also discuss complete Python code for a baseline interactive data application created with the bokeh library.

Thanks for reading

If you liked this post, share it with all of your programming buddies!

Follow us on Facebook | Twitter

Further reading about Python

Complete Python Bootcamp: Go from zero to hero in Python 3

Machine Learning A-Z™: Hands-On Python & R In Data Science

Creating a Plot Charts in Python with Matplotlib

Top 10 Reasons Why You Should Learn Python in 2019

You Don’t Need That Design Patterns and Python

Python Programming Tutorial | Full Python Course for Beginners 2019 👍

Create a Simple Neural Network in Python from Scratch

#python #linux

Art  Lind

Art Lind

1602968400

Python Tricks Every Developer Should Know

Python is awesome, it’s one of the easiest languages with simple and intuitive syntax but wait, have you ever thought that there might ways to write your python code simpler?

In this tutorial, you’re going to learn a variety of Python tricks that you can use to write your Python code in a more readable and efficient way like a pro.

Let’s get started

Swapping value in Python

Instead of creating a temporary variable to hold the value of the one while swapping, you can do this instead

>>> FirstName = "kalebu"
>>> LastName = "Jordan"
>>> FirstName, LastName = LastName, FirstName 
>>> print(FirstName, LastName)
('Jordan', 'kalebu')

#python #python-programming #python3 #python-tutorials #learn-python #python-tips #python-skills #python-development