Data Science Fundamentals

Learn statistical programming, data visualization, and machine learning with a beginner-friendly approach

  • Schedule

    17 – 19 October 2023

    18.30 – 21.30 WIB

  • Venue

    Online via Zoom

  • Investment

    Rp. 1.500.000

Course Summary

The primary objective of this course is to provide a comprehensive introduction to the science of statistical programming, data visualization and machine learning in the most beginner-friendly way possible. Throughout the 3 days, we will take a learn-by-building approach to studying R, a language widely used in the field of data science and visualization. We will attempt some in-classroom quizzes, try out hands on building machine learning models, and understanding the nuanced art of visual storytelling with data.

The syllabus can be deconstructed into 3 big chapters, each consisting of multiple sub-chapters. The way the coursebook is composed place a huge amount of emphasis on practicality and real-world workflows. This often means we will accept the necessary trade-offs between theoretical elaboration and pedagogical considerations.


  • R Programming
  • Workflow and Tools Setup
  • Data Structures in R
  • Statistical Tools
  • R Scripts and R Markdown
  • Plotting Basics
  • Statistical Plots
  • Introduction to ggplot2
  • Correlation and Covariances
  • Regression Models
  • Regression Models / Case Study


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.


Rany Dwi 

As a Data Science Instructor, Rany is dedicated to providing students with a transformative learning experience. With a solid background in data science and a knack for effective teaching, She committed to empowering learners to harness the power of these languages for impactful analysis, visualization, and machine learning with her proficiency in  R and Python programming languages.

With a blend of technical expertise and a passion for education, Rany has been essential in delivering consultative training in data science to a wide array of esteemed clients such as PT Bank Rakyat Indonesia, Bank Indonesia, ADIRA, DBS, and Direktorat Jenderal Pajak helped these companies make informed and strategic business decisions based on data.