ML Web Apps to Change the World - Predicting Life Expectancy
4.4 (25 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
4,999 students enrolled

ML Web Apps to Change the World - Predicting Life Expectancy

Let's Create a Web App to Predict Life Expectancy and Let the Entire World Access It
4.4 (25 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
4,999 students enrolled
Created by Manuel Amunategui
Last updated 12/2019
English
English [Auto]
Current price: $16.99 Original price: $24.99 Discount: 32% off
5 hours left at this price!
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This course includes
  • 1.5 hours on-demand video
  • 1 downloadable resource
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
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What you'll learn
  • Learn how to extend your Python ideas into full fledged web applications
  • Share Python machine learning models with the world
Course content
Expand 8 lectures 01:18:37
+ Building a Web Application to Predict Life Expectancy
8 lectures 01:18:37
Predicting life expectancy using the linear regression model
09:49
Data and model abstraction
05:41
Flask primer
16:55
Building a web application in the cloud - Part 1
10:14
Building a web application in the cloud - Part 2
20:38
Conclusion
01:08
Requirements
  • You should know some Python and HTML and have an interest in building web applications
Description

In this class I'll show you how easy it is to take those Python ideas and extend them into a useful, professional, actionable web application using Flask, HTML responsive templates and some sensible UI design - as that's really the heart of all this - we want to translate or even shed our programming, statistics, Jupyter notebook navigation into the universal language that is the web that everybody knows how to use, how to interact with.

We'll build a health-awareness web application to predict life expectancy. This is an interactive tool to show you what is your average life expectancy at your current age and using additional parameters. It uses statistics, real localized data, and has a minimal UI, and is fully responsive - are you ready to build things that matter?



Who this course is for:
  • You should have some exposure to Python and have access to Jupyter notebooks