Django with Data Science Online Course

About the Course

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.

Course Curriculum

Django Project

• 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

• Introduction to Data Science