Level:

Advanced

Advanced

Advanced

Age Group:

Secondary, Junior College

Secondary, Junior College

Secondary, Junior College

Duration:

24 Hours

24 Hours

24 Hours

Type:

Course

Course

Course

Data Science, AI and Machine Learning

Data Science, AI and Machine Learning

Data Science, AI and Machine Learning

Data Science and Analytics with Python

Data Science and Analytics with Python

Data Science and Analytics with Python

Lesson Outcomes

Lesson Outcomes

Lesson Outcomes

  • Introduction to analytics with hands-on Python programming exercises

  • Exposure to the popular pandas & matplotlib/plotly libraries

Course Overview

Course Overview

Course Overview

In this course, participants will learn how to use Python to explore the field of data science. Participants will be introduced to the basics of machine learning - a phenomenon that has permeated our daily lives in small and big ways. They will also learn how to build and train machine learning algorithms (e.g. image classifiers, text classifiers) using Python. In addition, individuals will be introduced to introductory data analytics using the popular pandas and matplotlib/plotly libraries in Jupyter notebooks. At the end of the course, participants will gain an appreciation of the value of data analytics, as well as the potential and pitfalls of data science.

Benefits

Benefits

Benefits

Content

Registration

Registration

Registration

Let's work together!

Let's work together!

Let's work together!

Tinkercademy is the education brand of Tinkertanker Pte Ltd, based in Singapore.

Looking for educational toys and kits? That's our Get Hacking Store, run by our subsidiary Tinker Class Pte Ltd.

We're a proud investor in, and collaborator with, Tinkermind, a maker-centric tech education company, because we like their name.

Sign up for our mailing list!

Teachers will receive a monthly (or so we hope) email with news & thoughts on tech education; free workshops, resources, and competitions for students; and other newsworthy messages.

For students and professionals, we'll send information about free learning resources we publish, and occasionally ask you to check out our new courses and offerings.

Get in touch!

59 Jalan Pemimpin #04-01,

L&Y Building, Singapore 577218

hello@tk.sg

© 2025 Tinkertanker Pte Ltd.

Teaching and coding in Singapore since 2006!

Tinkercademy is the education brand of Tinkertanker Pte Ltd, based in Singapore.

Looking for educational toys and kits? That's our Get Hacking Store, run by our subsidiary Tinker Class Pte Ltd.

We're a proud investor in, and collaborator with, Tinkermind, a maker-centric tech education company, because we like their name.

Sign up for our mailing list!

Teachers will receive a monthly (or so we hope) email with news & thoughts on tech education; free workshops, resources, and competitions for students; and other newsworthy messages.

For students and professionals, we'll send information about free learning resources we publish, and occasionally ask you to check out our new courses and offerings.

Get in touch!

59 Jalan Pemimpin #04-01,

L&Y Building, Singapore 577218

hello@tk.sg

© 2025 Tinkertanker Pte Ltd.

Teaching and coding in Singapore since 2006!

Tinkercademy is the education brand of Tinkertanker Pte Ltd, based in Singapore.

Looking for educational toys and kits? That's our Get Hacking Store, run by our subsidiary Tinker Class Pte Ltd.

We're a proud investor in, and collaborator with, Tinkermind, a maker-centric tech education company, because we like their name.

Sign up for our mailing list!

Teachers will receive a monthly (or so we hope) email with news & thoughts on tech education; free workshops, resources, and competitions for students; and other newsworthy messages.

For students and professionals, we'll send information about free learning resources we publish, and occasionally ask you to check out our new courses and offerings.

Get in touch!

59 Jalan Pemimpin #04-01,

L&Y Building, Singapore 577218

hello@tk.sg

© 2025 Tinkertanker Pte Ltd.

Teaching and coding in Singapore since 2006!