Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Save more on your purchases! discount-offer-chevron-icon
Savings automatically calculated. No voucher code required.
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Newsletter Hub
Free Learning
Arrow right icon
Django with Data Science
Django with Data Science

Django with Data Science: Learn how to integrate Django with pandas, NumPy, Matplotlib, and Seaborn

Arrow left icon
Profile Icon Lukasz Makinia
Arrow right icon
€8.99 €102.99
Video Aug 2020 7hrs 6mins 1st Edition
Video
€8.99 €102.99
Subscription
Free Trial
Renews at €18.99p/m
Arrow left icon
Profile Icon Lukasz Makinia
Arrow right icon
€8.99 €102.99
Video Aug 2020 7hrs 6mins 1st Edition
Video
€8.99 €102.99
Subscription
Free Trial
Renews at €18.99p/m
Video
€8.99 €102.99
Subscription
Free Trial
Renews at €18.99p/m

What do you get with a video?

Product feature icon Download this video in MP4 format
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
OR
Modal Close icon
Payment Processing...
tick Completed

Billing Address

Key benefits

  • Work with Django forms and model forms
  • Create a modal with price statistics
  • Transform the database and populate rows of the .csv file with sales data

Description

This course will show you how to create a professional and attractive user interface (UI) in Django for data science using the Semantic UI framework. If you don’t have a programming background, this course will help you create custom analytic tools in the browser by taking you through the core concepts of pandas, NumPy, Matplotlib, and Seaborn. With a step-by-step introduction to new concepts, this Django course will gradually help you get to grips with the essentials of data science. The code bundle for this course available at https://github.com/PacktPublishing/Django-with-Data-Science

Who is this book for?

If you are a developer looking to dive into the world of data science with Django, this course is for you.

What you will learn

  • Understand the integration of Django and Python data science libraries: pandas, Matplotlib, Seaborn, and NumPy
  • Populate the database from CSV files
  • Explore the Semantic UI framework
  • Get to grips with the basics of data science

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Aug 05, 2020
Length: 7hrs 6mins
Edition : 1st
Language : English
ISBN-13 : 9781800564725
Category :
Languages :
Concepts :
Tools :

What do you get with a video?

Product feature icon Download this video in MP4 format
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
OR
Modal Close icon
Payment Processing...
tick Completed

Billing Address

Product Details

Publication date : Aug 05, 2020
Length: 7hrs 6mins
Edition : 1st
Language : English
ISBN-13 : 9781800564725
Category :
Languages :
Concepts :
Tools :

Packt Subscriptions

See our plans and pricing
Modal Close icon
€18.99 billed monthly
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Simple pricing, no contract
€189.99 billed annually
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just €5 each
Feature tick icon Exclusive print discounts
€264.99 billed in 18 months
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just €5 each
Feature tick icon Exclusive print discounts

Frequently bought together


Stars icon
Total 80.97 174.97 94.00 saved
Django 3 Web Development Cookbook
€29.99
Django 3 By Example
€41.99
Django with Data Science
€8.99 €102.99
Total 80.97 174.97 94.00 saved Stars icon
Banner background image

Table of Contents

2 Chapters
Django Project Chevron down icon Chevron up icon
How to get Visual Studio code and Anaconda
Setting Up the Django Project Part I
Setting Up the Django Project Part II
Creating the First Model
Creating Another Model
Creating Our First View (with pandas Dataframes)
Merging Two Dataframes
Adding Static Files
Creating a Chart Selection Form
Adding JS to the Form
Sending the Data to the View
Displaying Error Messages
Adding Objects
Working with the Date
Performing GroupBy
Adding Additional Logic to the View
Chart Function Part I
Chart Function Part II
Chart Function Part III
Displaying the Chart
Styling the Error Message
Closing the Error Message
Creating Modal with Price Statistics
Adding Styling
Applying a Fix to the Chart and Button Creation
Creating Purchase View
Creating Django Model Form
Finishing Django Model Form
Testing the Model Form
Adding Send Confirmation
Navigation to the Purchase View
Remarks on the Chart View
Adding Navbar
Creating the CSV Model
Setting Up the Upload View
Creating the Django Form for File Upload
Resetting the Database
Chart View Fix
Exploring the CSV File - Sales Data
Saving CSV File via Form
Opening the CSV File - Sales Data
Transforming Rows of the CSV File - Sales Data
Populating the Database from CSV File - Sales Data
Creating Customers App and Model
Creating Customer View
Setting Up Customer View
Finishing the Customer View
Working on the Sales View Part I
Working on the Sales View Part II
Styling the Graphs
Creating the Home View
Creating Login Form and Login View
Working on the Login
Continue Working on the Login
Final Touches for the Login
Logout View
Outro
Python Data Science Libraries Chevron down icon Chevron up icon
Get free access to Packt library with over 7500+ books and video courses for 7 days!
Start Free Trial

FAQs

How can I download a video package for offline viewing? Chevron down icon Chevron up icon
  1. Login to your account at Packtpub.com.
  2. Click on "My Account" and then click on the "My Videos" tab to access your videos.
  3. Click on the "Download Now" link to start your video download.
How can I extract my video file? Chevron down icon Chevron up icon

All modern operating systems ship with ZIP file extraction built in. If you'd prefer to use a dedicated compression application, we've tested WinRAR / 7-Zip for Windows, Zipeg / iZip / UnRarX for Mac and 7-Zip / PeaZip for Linux. These applications support all extension files.

How can I get help and support around my video package? Chevron down icon Chevron up icon

If your video course doesn't give you what you were expecting, either because of functionality problems or because the content isn't up to scratch, please mail customercare@packt.com with details of the problem. In addition, so that we can best provide the support you need, please include the following information for our support team.

  1. Video
  2. Format watched (HTML, MP4, streaming)
  3. Chapter or section that issue relates to (if relevant)
  4. System being played on
  5. Browser used (if relevant)
  6. Details of support
Why can’t I download my video package? Chevron down icon Chevron up icon

In the even that you are having issues downloading your video package then please follow these instructions:

  1. Disable all your browser plugins and extensions: Some security and download manager extensions can cause issues during the download.
  2. Download the video course using a different browser: We've tested downloads operate correctly in current versions of Chrome, Firefox, Internet Explorer, and Safari.