Streamlining Invoice Processing

Document Understanding Transformer for Efficient Business Operations in Python.

  • Schedule

    9 – 11 January 2024

    18.30 – 21.30 (WIB)

  • Online-Interactive Learning

    Via Zoom

  • Investment

    Rp. 1.500.000

Course Summary


In the rapidly evolving business operations landscape, mastering effective invoice processing is crucial, and this course is your comprehensive solution. This specialized workshop equips participants with cutting-edge skills, specifically focusing on using the Document Understanding Transformer—a deep learning NLP model—with Python programming. By diving into this powerful technology, which has proven success in natural language processing tasks, you’ll gain the expertise needed to streamline and enhance your entire invoice processing workflow. This 3-day workshop introduces a groundbreaking one-click approach to simplify traditionally complex invoice processing tasks.

NOTE: This workshop will be held in Bahasa Indonesia.

Learning Outcomes

Upon completion of this workshop, you will be able to:

  • Utilize the Document Understanding Transformer (DUT) for accurate data extraction from receipt images, optimizing the invoice processing workflow.
  • Enhance data analysis skills for informed decision-making in business operations by leveraging outputs from the Document Understanding Transformer.
  • Build user-friendly web apps with tools like Gradio for efficient receipt and invoice scanning, seamlessly aligning with modern business needs for streamlined financial processes.


  • Introduction to Python for data science
  • Working with Anaconda Environment
  • Understanding fundamental Python data types
  • Explore the basics of Python functions and looping concepts.
  • Introduction to Transformer Deep Learning NLP
  • Data Extraction using Donut Model (OCR-free Document Understanding Transformer)
  • Working with DataFrame Pandas
  • Master data manipulation and pre-processing
  • Perform conditional subsetting operations
  • Understand the fundamentals of Gradio for building user-friendly web applications.
  • Develop user-friendly web applications using Gradio for efficient receipt and invoice scanning


This testimonial video is taken after our previous Online Data Science Series: Time Series Analysis for Business Forecasting.


Our learning format is online-interactive, you will feel the interactive experience as if you were present in a physical classroom. You can access the class using your Zoom account on pre-defined dates.


    Zoom recording, course Books (PDF & HTML files), the dataset for practice, reference notes, and working files are accessible through our Learning Management System account.


    Show current and prospective employers of your mastery in computer vision with a signed certificate of completion.


    Be a part of our data-passionate community with 5000+ members and 1000+ alumni.


Workshops in this series are tailored to casual programmers and non-programmers that are taking their first steps into data science. It assumes no prior knowledge or academic background, and attendees will be introduced to the beautiful art of writing R / Python code to produce data visualization and build machine learning models. The workshop has a gentle learning slope that is designed with non-technical professionals and academics in mind.

Yes, you can still attend the workshop as it is a beginner-friendly workshop.

Our system will send you an email containing a link and details to join a Google Classroom.

Online learning will be conducted via Zoom.us, Link to join the Zoom Class will be announced via Google Classroom.

Learning materials can be obtain via Google Classroom

Yes, you will receive a certificate of completion.


Fiqey Indriati Eka

Fiqey is an accomplished Data Science Instructor with a wealth of experience in the realm of Artificial Intelligence. Her extensive expertise encompasses a broad spectrum of deep learning techniques, including machine learning. Armed with a background in Informatics Engineering and fortified by her expertise as a Humanoid Robotics Programmer, Fiqey passionately champions the utilization of data as a cornerstone in her pursuit of driving enduring, positive transformation within our worlds.

Her remarkable journey is punctuated by a trail of groundbreaking projects and impressive accomplishments, making her an invaluable asset in the field of Data Science and Artificial Intelligence.