Enhancing Users’ AI Skills Through Dedicated Training Bootcamp

Our team from Advanced Analytics and AI Platform has designed and delivered two successful bootcamps with the Science, Data, and Compute (SDC) team at the NSW Department of Climate Change, Energy, the Environment and Water (DCCEEW).

The bootcamps on Generative AI and Large Language Models (LLMs) and Computer Vision (CV), marking a significant step in upskilling SDC users in the artificial intelligence space and integrating it into its environmental science and research efforts. Two cohorts of twelve participants from both diverse branches within the NSW DCCEEW and the Department of Primary Industries and Regional Development (DPIRD) completed the intensive program. 

The bootcamps consist of ten sessions that blend foundational theory with practical, hands-on exercises and project-based learning. Attendees delved into complex datasets including over 30,000 news articles from The Guardian focusing on environmental issues and aerial imagery of Dubai obtained by MBRSC satellites and annotated with pixel-wise semantic segmentation in 6 classes. Within small project teams, participants analysed  these datasets, exploring discourse trends and legal precedents using cutting-edge AI techniques.

Picture 1: Bootcamp attendees demonstrate an AI model that can understand and classify the sentiment of a given environmental news article.

The initial pilot bootcamps have been well received by DCCEEW scientists. With an average attendance rate exceeding 95%, it indicates strong engagement and commitment from participants. In the post-bootcamp evaluation, attendees consistently rated aspects such as the quality of course delivery, the supportive and collaborative bootcamp atmosphere, the instructors’ subject matter knowledge, and the effectiveness of communication at 9 or more out of 10. 

The initial pilot bootcamps have been well received by DCCEEW scientists. With an average attendance rate exceeding 95%, it indicates strong engagement and commitment from participants. In the post-bootcamp evaluation, attendees consistently rated aspects such as the quality of course delivery, the supportive and collaborative bootcamp atmosphere, the instructors’ subject matter knowledge, and the effectiveness of communication at 9 or more out of 10. 

One attendee wrote in the survey feedback that,

“I really appreciated the holistic approach of the bootcamp — it covered a wide range of topics, striking a great balance between theory and hands-on practice. The quality of the resources provided was excellent and will be incredibly helpful for continuing the learning journey independently. It felt well-structured and empowering, all delivered in a genuinely supportive and friendly environment.”

This program addresses the growing importance of AI in addressing complex environmental and social challenges. By providing its staff with advanced AI skills, NSW DCCEEW is positioning itself at the forefront of data-driven decision-making. This investment in AI upskilling promises to enhance the department’s capabilities, paving the way for more effective and informed policies and research in the future.

Picture 2: Bootcamp attendees present the group assessment in the final session.

Interested in our AI Bootcamps?

Find out more about our AI Bootcamps under the following link and register your interest with us: https://intersect.org.au/ai-bootcamp/