Building deep tech capabilities through world-class learning opportunities | SGInnovate

Artificial Intelligence

  • Machine Learning Using Python

    This two-day workshop will introduce students to data exploration and machine learning techniques. Students will learn about the data science workflow and explore data visualisation using Python and built-in libraries. Students will also learn the differences between supervised and unsupervised learning techniques and practise creating predictive regression models.

  • Fundamentals of Deep Learning for Computer Vision

    Learn about the basics of Deep Learning and the latest technologies available in this one-day workshop. Suitable for beginners with no / minimal coding experience.

  • Fundamentals of Deep Learning for Multiple Data Types

    Learn to build Deep Learning applications for image segmentation, sentence generation, as well as image and video captioning. You should also have successfully completed the ‘Fundamentals of Deep Learning for Computer Vision’ DLI course or an equivalent.

  • Deep Learning Jump-Start Workshop

    Together with Red Dragon AI, we at SGInnovate are pleased to present the Deep Learning Developer Series. Back by popular demand, the Deep Learning Jump-start workshop is the first module of the Deep Learning Developer Series. This 2-day workshop is designed to introduce you to the skills needed to start your journey as a Deep Learning Developer. By the end of the workshop, expect to be empowered with the ability to take your new-found Deep Learning knowledge and apply it to your job / projects straight away!

  • Fundamentals of Deep Learning for Natural Language Processing

    Learn to implement common Deep Learning workflows such as image segmentation and text generation. You should also have basic experience with Neural Networks, Python programming and / or familiarity with linguistics.

  • Deep Learning for Healthcare Image Analysis

    SGInnovate, together with the NVIDIA Deep Learning Institute (DLI) and National Supercomputing Centre (NSCC) is proud to bring to you Deep Learning for Healthcare Image Analysis.