How to Build a Simple Machine Learning Web App in Python

In this article, I will show you how to build a simple machine learning powered data science web app in Python using the streamlit library in less than 50 lines of code.

The data science life cycle is essentially comprised of data collection, data cleaning, exploratory data analysis, model building and model deployment. For more information, please check out the excellent video by Ken Jee on Different Data Science Roles Explained (by a Data Scientist). A summary infographic of this life cycle is shown below:

Image for postHow to Build a Simple Machine Learning Web App in Python –Part 2Data science lifecycle. Drawn by Chanin Nantasenamat.

As a Data Scientist or Machine Learning Engineer, it is extremely important to be able to deploy our data science project as this would help to complete the data science life cycle. Traditional deployment of machine learning models with established framework such as Django or Flask may be a daunting and/or time-consuming task.

This article is based on a video that I made on the same topic on the Data Professor YouTube channel (How to Build a Simple Machine Learning Web App in Python) in which you can watch it alongside reading this article.

#data science #machine learning #python #streamlit library #web app

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How to Build a Simple Machine Learning Web App in Python
Ray  Patel

Ray Patel

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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

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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

1619643600

Top Machine Learning Projects in Python For Beginners [2021]

If you want to become a machine learning professional, you’d have to gain experience using its technologies. The best way to do so is by completing projects. That’s why in this article, we’re sharing multiple machine learning projects in Python so you can quickly start testing your skills and gain valuable experience.

However, before you begin, make sure that you’re familiar with machine learning and its algorithm. If you haven’t worked on a project before, don’t worry because we have also shared a detailed tutorial on one project:

#artificial intelligence #machine learning #machine learning in python #machine learning projects #machine learning projects in python #python

Top Machine Learning Projects in Python For Beginners [2021] | upGrad blog

If you want to become a machine learning professional, you’d have to gain experience using its technologies. The best way to do so is by completing projects. That’s why in this article, we’re sharing multiple machine learning projects in Python so you can quickly start testing your skills and gain valuable experience.

However, before you begin, make sure that you’re familiar with machine learning and its algorithm. If you haven’t worked on a project before, don’t worry because we have also shared a detailed tutorial on one project:

The Iris Dataset: For the Beginners

The Iris dataset is easily one of the most popular machine learning projects in Python. It is relatively small, but its simplicity and compact size make it perfect for beginners. If you haven’t worked on any machine learning projects in Python, you should start with it. The Iris dataset is a collection of flower sepal and petal sizes of the flower Iris. It has three classes, with 50 instances in every one of them.

We’ve provided sample code on various places, but you should only use it to understand how it works. Implementing the code without understanding it would fail the premise of doing the project. So be sure to understand the code well before implementing it.

#artificial intelligence #machine learning #machine learning in python #machine learning projects #machine learning projects in python #python

How to build an learning app like BYJU's| Cost to build app like BYJU's?

Due to schools & Colleges being closed due to Covid-19 Pandemic, the need for e-learning platforms like Byju’s has seen a rapid rise among school students. The rise is so fast that in just 3 months from the beginning of lockdowns its user base increased by twice.

Want to help school students learn with creative methods from an e-learning app?
WebClues Infotech is there for you to bring your vision to reality with its highly skilled e-learning App Development team. With past experience in developing different types of e-learning solutions like AshAce Papers, EduPlay Cloud, Squared, and many more, WebClues Infotech is fully equipped to develop an e-learning app development solution based on your need

Want more information on Byju’s like e-learning app Development?

Visit our detailed guide at https://www.webcluesinfotech.com/how-to-create-an-elearning-app-like-byjus/

#how to build an learning app like byju's? #how to develop a learning app like byju's features & cost #how to create an app like byju's #how much does it cost to develop an app like byjus #e-learning app development solution #e-learning apps development