Annual Toronto Machine Learning Summit TMLS on November 15-18, 2021 in Ontario, Canada

A unique experience to upskill and learn from industry and academics in our community.

Welcome to TMLS2021!

We'll address common hurdles and celebrate the accomplishments from our community of over 9,000 practitioners, academics & strategists, as we strive to advance your working potential of ML/AI through shared:

* Workshops

* Interactive Conference Presentations 

* P2P Networking 

* Career Opportunities and Hiring

2021 Key themes include:

* Transfer Learning

* Feature Engineering

* Feature Store Design and Maintenance 

* Transformers

* Explainability

* Model Monitoring

* MLOps

* Real business impact case studies In Finance, Insurance, Security, Retail, Telecomm and much more!

Each ticket includes:

* Access to 80+ hours of live-streamed content (incl. recordings)

* Talks for beginners/intermediate & advanced

* Network and connect through our event app

* Q+A with speakers

* Channels to share your work with the community

* Run your chat groups and virtual gatherings!

* Hands-on Workshops

PLEASE NOTE THAT BONUS WORKSHOPS ARE ON NOV 15th AND 16th OF NOVEMBER & CONFERENCE BREAKOUTS (ON HOPIN.TO PLATFORM) ARE ON NOV 18th & 19th

Taken from the real-life experiences of our community, the Steering Committee has selected the top applications, achievements, and knowledge-areas to highlight.

Come and expand your network with machine learning experts and further your own personal & professional development in this exciting and rewarding field. 

We believe these events should be as accessible as possible and set our ticket passes accordingly.

The TMLS initiative is dedicated to helping promote the development of AI/ML effectively, and responsibly across all Industries. As well, to help data practitioners, researchers and students fast-track their learning process and develop rewarding careers in the field of ML and AI. 

What to expect at TMLS:

* Business Leaders, including C-level executives and non-tech leaders, will get to explore immediate opportunities, and define clear next steps for building their business advantage around their data.

* Practitioners will get to dissect technical approaches, case studies, tools, and techniques to explore challenges within Natural Language Processing, Neural Nets, Reinforcement Learning, Generative Adversarial Networks (GANs), Evolution Strategies, AutoML, and more.

* Researchers will have the opportunity to share with their peer's cutting-edge advancements in the field.

* Machine learning, deep learning, and AI are some of the fastest-growing and most exciting areas for knowledge workers - simultaneously, they are the key to untapped revenue sources and strategic insights for businesses. Firms are using AI to create unprecedented business advantages that are reshaping the global - but more specifically Canadian - economic landscape. Practitioners are leveraging and expanding their expertise to become high-impact global leaders.

* Despite the vast opportunities that lie within our data, there are also explicit challenges to revealing their potential. Furthermore, transitioning to a career in practicing AL/ML, or managing ML and AI-driven businesses, are less than straightforward.

Why should I attend the Toronto Machine Learning Society (TMLS) 2021 Annual Conference & Expo:

* Developments in the field are happening fast: For practitioners, it's important to stay on top of the latest advances; for business leaders, the implementation of new technology brings specific challenges.

* The goal of TMLS is to empower data practitioners, academics, engineers, and business leaders with direct contact to the people that matter most, and the practical information to help advance your projects. For data practitioners, you'll hear how to cut through the noise and find innovative solutions to technical challenges, learning from workshops, case studies, and P2P interactions. Business leaders will learn from the experience of those who have successfully implemented ML/AI and actively manage data teams.

* Seminar series content will be practical, non-sponsored, and tailored to our ML ecosystem. TMLS is not a sales pitch - it's a connection to a deep community that is committed to advancing ML/AI and to create and deliver value and exciting careers for Businesses and Individuals.

We're committed to helping you get the most out of the TMLS.

Joining together under one roof will be:

* Machine Learning/deep learning PhDs and researchers

* C-level business leaders

* Industry experts

* Data Engineers, Machine Learning Engineers

* Enterprise innovation labs seeking to grow their teams

* Community and university machine learning groups

www.torontomachinelearning.com