Make Confident Decisions with Proven Causal Insights.
This workshop is designed for everyone who is interested in learning how to uncover causal relationships within business data. By focusing on key concepts of causal inference, the course provides participants with the ability to differentiate between correlation and causation, apply statistical models, and make more informed decisions based on rigorous data analysis.
Throughout the online course, we will provide participants with a rich interactive experience. One Instructor and two Teaching Assistants will help participants to troubleshoot or help with any difficulties encountered by participants.
Upon completion of this workshop, you will be able to:
Python Programming Basics
Practical Statistics
Introduction to Causal Inference
Randomized Controlled Trials (RCTs)
Causal Diagram and Directed Acyclic Graph (DAG)
Propensity Score Matching (PSM)
Instrumental Variables (IV) & Difference-in-Differences (DiD)
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.
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.
If I don’t have any IT or programming skills, can I still attend this workshop?
Yes, you can still attend the workshop as it is a beginner-friendly workshop.
How to join the interactive-online learning class after I’ve done the payment & registration?
Our system will send you an email containing a link and details to join a Google Classroom.
What platform will be utilized for this online-interactive learning workshop?
Online learning will be conducted via Zoom.us, Link to join the Zoom Class will be announced via Google Classroom.
How will the participants receive the learning materials?
Learning materials can be obtain via Google Classroom
Would I receive a certificate after participating in the Workshop?
Yes, you will receive a certificate of completion.
Data Science Instructor at Algoritma Data Science School
Wulan is a Data Science Instructor with interest and expertise in machine learning, data engineering, and data analysis. Her background in computer science combined with her wealth knowledge helped her success in conducting many training session on public and corporate training including Adira Finance, Telkomathon by Telkom Indonesia, Sinarmas Mining, DBS Indonesia, and PT Freeport Indonesia. She also plays a vital role in Algoritma main taskforce for many corporate training and consultancy.
PT. Algoritma Data Indonesia.
RDTX Square, 9th Floor. Setiabudi, DKI Jakarta 12930.
Office: 0816-692-471
Email: community@algorit.ma
Data Science Series: Big Data Analysis and Machine Learning using PySpark