Recently, Colossal-AI Team, which developed a unified deep learning system for the big model era, has been accepted and invited to deliver keynote speeches at a series of notable international conferences including SuperComputing 2022 (SC22), Open Data Science Conference (ODSC), World Artificial Intelligence Conference (WAIC), and AWS Summit. In the event, Colossal-AI Team is going to share many up-to-date and amazing things and technologies of High Performance Computing (HPC) and Artificial Intelligence (AI) that will change the world. Follow us and stay tuned! SC (formerly Supercomputing), the International Conference for High Performance Computing, Networking, Storage and Analysis, is the annual conference established in 1988 by the Association for Computing Machinery and the IEEE Computer Society. SC brings together the world's top research institutions and companies in the computer industry to share about the cutting-edge developments and innovations in HPC, networking, storage and analysis that will unlock new solutions and change our world.

Alfredo joined Element AI as a Research Engineer in the AI for Good lab in London, working on applications that enable NGOs and non-profits. He is one of the primary co-authors of the first technical report made in partnership with Amnesty International, on the large-scale study of online abuse against women on Twitter from crowd-sourced data. He's been a Machine Learning mentor at NASA's Frontier Development Program, helping teams apply AI for scientific space problems. More recently, he led the joint-research with Mila Montreal on Multi-Frame Super-Resolution, which was awarded by the European Space Agency for their top performance on the PROBA-V Super-Resolution challenge. His research interests lie in computer vision for satellite imagery, probabilistic modeling, and AI for Social Good.

Xiao-Li Meng, the Whipple V. N. Jones Professor of Statistics, and the Founding Editor-in-Chief of Harvard Data Science Review, is well known for his depth and breadth in research, his innovation and passion in pedagogy, his vision and effectiveness in administration, as well as for his engaging and entertaining style as a speaker and writer. Meng was named the best statistician under the age of 40 by COPSS (Committee of Presidents of Statistical Societies) in 2001, and he is the recipient of numerous awards and honors for his more than 150 publications in at least a dozen theoretical and methodological areas, as well as in areas of pedagogy and professional development. He has delivered more than 400 research presentations and public speeches on these topics, and he is the author of "The XL-Files," a thought-provoking and entertaining column in the IMS (Institute of Mathematical Statistics) Bulletin. His interests range from the theoretical foundations of statistical inferences (e.g., the interplay among Bayesian, Fiducial, and frequentist perspectives; frameworks for multi-source, multi-phase and multi- resolution inferences) to statistical methods and computation (e.g., posterior predictive p-value; EM algorithm; Markov chain Monte Carlo; bridge and path sampling) to applications in natural, social, and medical sciences and engineering (e.g., complex statistical modeling in astronomy and astrophysics, assessing disparity in mental health services, and quantifying statistical information in genetic studies). Meng received his BS in mathematics from Fudan University in 1982 and his PhD in statistics from Harvard in 1990.

ODSC is the best community data science event on the planet. There are other events that cover special topics, or industries, etc., but ODSC is comprehensive and totally community-focused: it's the conference to engage, to build, to develop, and to learn from the whole data science community. ODSC East 2020 is one of the largest applied data science conferences in the world. Our speakers include some of the core contributors to many open source tools, libraries, and languages. Attend ODSC East 2020 and learn the latest AI & data science topics, tools, and languages from some of the best and brightest minds in the field.

Please be advised that transfers are not available within 7 days of the start of the event. Where can I contact the organizer with any questions? What is the Privacy Policy? In summary, registrant contact information is NOT shared with third parties without your consent. Registrant information is primarily used to verify registration and notify you of similar events held by ODSC in future.

Editor's note: Brian is a speaker for ODSC West in California this November! Be sure to check out his talk, "Advanced Methods for Explaining XGBoost Models" there! As modern machine learning methods become more ubiquitous, increasing attention is being paid to understanding how these models work -- model interpretation instead of just model use. Typically, these questions come in two sorts of flavors. In question 1, we are trying to get a general understanding of the mechanisms behind the model.

Ed Note: Gideon is speaking at ODSC Europe 2019, see his talk "Augmented Programming" there. Over the past decade, deep learning research has led to significant advances in perceptual tasks, such as object detection, face recognition, and speech recognition. In each of these use cases, raw real-world inputs have to be mapped into a normalized representation. Deep learning has also started to lead to significant advances in natural language processing, for example, where contextual embeddings enable multi-task transfer learning. A newer, emerging field for machine learning is in its application within the production, deployment, and maintenance of software.

With each Expo Hall Pass take advantage of 20 sessions. Here is a sample of past session. What to Expect When You're Expecting ML: Lessons Learned from the New SDLC – Diego Oppenheimer, CEO and Cofounder of Algorithmia Discover the Machine Intelligence, Deep Learning, and AI platforms and solutions that are transforming the world of business and delivering some of today's most dynamic and exciting products and services. Our AI Solution Showcase Expo gives you direct access and exposure to some of the leading platforms in the field. Complimentary Coffee, snacks and chance to get a Free Silver pass to any 2020 ODSC event.**

AI and data science is transforming business. The CxO summit will give you the knowledge and connections to be at the forefront.

ODSC is the best community data science event on the planet. There are other events that cover special topics, or industries, etc., but ODSC is comprehensive and totally community-focused: it's the conference to engage, to build, to develop, and to learn from the whole data science community. ODSC West 2019 is one of the largest applied data science conferences in the world. Our speakers include some of the core contributors to many open source tools, libraries, and languages. Attend ODSC West 2019 and learn the latest AI & data science topics, tools, and languages from some of the best and brightest minds in the field.