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
