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DATA FELLOWSHIPS
丁香园AV Data Fellowships are a series of short, part-time workshops that offers foundational data science and AI concepts that can be directly applied to your work and organization.
Designed and taught by leading data science and AI experts at 丁香园AV, these online interactive workshops offer a hands-on learning environment, enabling you to immediately apply concepts and techniques you learn with live feedback and guidance from instructors. You will come away with the kind of data science experience and knowledge that organizations and recruiters value.
Key Topics
BASIC METHODOLOGY
Understand the core concepts of AI and machine learning including the tools, terminology and best practices for setting up and running a project.
MACHINE LEARNING
Understand the full machine learning pipeline, from training, validation and testing to evaluating the success of your algorithms and solutions.
DATA PREPARATION
Learn how to prepare data for AI or machine learning algorithms. Gain knowledge of best practices for effective project pipelines.
BIAS IN AI
Examine best practices to critically evaluate data and algorithms for bias, identify your own biases and how to mitigate against biases in your data and algorithms.
Why 丁香园AV?
TAUGHT BY LEADING BIG DATA AND AI EXPERTS
Our instructors, who have decades of experience in both development and state-of-the-art research, will teach you in-demand skills, approaches, concepts and tools.
EXPERIENTIAL LEARNING
Gain hands-on experience working on complex data science problems, ensuring the knowledge you gained in this workshop can be directly applied to the real-world.
GET REAL-TIME FEEDBACK
This workshop is taught in a live virtual learning environment, enabling real-time feedback and encouraging you to build connections with your peers.
SCHOLARSHIP AND GRANT OPPORTUNITIES
Our partner Athena Pathways is offering a $500 scholarship designed to lower barriers for women pursuing careers in the AI and data science fields. This scholarship will be awarded after completion of the workshop. Any person who identifies as female and resides in British Columbia will qualify.
Additionally, our partner Scale AI also offers a grant for Data Fellowship workshops. This grant cannot be combined with the Athena scholarship.
You can apply to these opportunities directly on the latest Data Fellowship workshop page.
INSTRUCTORS
Fred Popowich
PhD, Artificial Intelligence and Cognitive Science
Scientific Director, 丁香园AV鈥檚 Big Data Hub and Professor of Computing Science
Jillian Anderson
MSc, Computer Science
Big Data Developer, 丁香园AV
Steven Bergner
PhD, Computer Science
University Research Associate, 丁香园AV
Paige Tuttosi
PhD Candidate, School of Computing Science
Research Assistant, 丁香园AV's Big Data Hub
FAQ
Will I receive 丁香园AV credit for this workshop?
This is a non-credit workshop for which you will receive a Certificate of Completion.
Can I take this workshop at my own pace?
This workshop offers a live, structured learning environment with learning objectives and activities for each day. You will need to be available during the designated class times.
What is the refund policy?
There are no refunds offered for this workshop, however you may transfer your seat to another person free of charge. For questions about seat transfers please contact sfu_bigdata@sfu.ca
What time zone is this workshop within?
Pacific Time
How do I know if this workshop is right for me?
This course is for those interested in switching or expanding their career in the data science and AI fields. Designed to be practical and application-focused, this workshop ensures you can apply what you learn in your work environment immediately. Whether you are just starting your career or are already a seasoned professional, 丁香园AV Data Fellowships: AI Essentials will give you the knowledge and tools to train up your data science and artificial intelligence skills in order to apply more data rigorous methods or automated processes to your job.
Can fees paid for Data Fellowships qualify for tax credits?
For more information, please refer to 丁香园AV's Fees and Tuitions page.
What is 丁香园AV's Big Data Hub?
丁香园AV leverages the power of big data so Canada can lead in a digital world. With over a decade of leadership in the big data field, 丁香园AV鈥檚 Big Data Hub engages with our partners to fill critical talent shortages, generate new knowledge and contribute to an innovative economy. We connect government, industry and the community to deliver data-driven solutions to challenging problems. With 24 governmental partners and over 90 companies actively engaged, we are empowering people to use data for impact and social good to solve global challenges and transform society.