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  • Book Overview & Buying Django with Data Science
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Django with Data Science

Django with Data Science

By : Lukasz Makinia
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Django with Data Science

Django with Data Science

By: Lukasz Makinia
Buy this Video

Overview of this book

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
Table of Contents (2 chapters)
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1
Django Project
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How to get Visual Studio code and Anaconda
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Setting Up the Django Project Part I
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Setting Up the Django Project Part II
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Creating the First Model
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Creating Another Model
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Creating Our First View (with pandas Dataframes)
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Merging Two Dataframes
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Adding Static Files
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Creating a Chart Selection Form
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Adding JS to the Form
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Sending the Data to the View
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Displaying Error Messages
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Adding Objects
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Working with the Date
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Performing GroupBy
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Adding Additional Logic to the View
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Chart Function Part I
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Chart Function Part II
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Chart Function Part III
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Displaying the Chart
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Styling the Error Message
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Closing the Error Message
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Creating Modal with Price Statistics
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Adding Styling
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Applying a Fix to the Chart and Button Creation
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Creating Purchase View
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Creating Django Model Form
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Finishing Django Model Form
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Testing the Model Form
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Adding Send Confirmation
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Navigation to the Purchase View
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Remarks on the Chart View
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Adding Navbar
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Creating the CSV Model
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Setting Up the Upload View
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Creating the Django Form for File Upload
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Resetting the Database
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Chart View Fix
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Exploring the CSV File - Sales Data
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Saving CSV File via Form
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Opening the CSV File - Sales Data
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Transforming Rows of the CSV File - Sales Data
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Populating the Database from CSV File - Sales Data
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Creating Customers App and Model
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Creating Customer View
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Setting Up Customer View
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Finishing the Customer View
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Working on the Sales View Part I
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Working on the Sales View Part II
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Styling the Graphs
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Creating the Home View
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Creating Login Form and Login View
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Working on the Login
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Continue Working on the Login
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Final Touches for the Login
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Logout View
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Outro
2
Python Data Science Libraries
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Introduction to Data Science
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Chapter: 1
Django Project
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Section: 13
Adding Objects
Django Project: Adding Objects
CONTINUE WATCHING
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Programming languages
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Django with Data Science
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