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Explore social biases in text representations and their mitigation with NLP and ML expert, Danushka Bollegala. Offered by Open Data Science, this under 1-hour material covers AI, machine learning models, and bias evaluation.
Learn to scale machine learning with Data Mesh in less than an hour with Shawn Kyzer, an experienced technologist, at Open Data Science.
Explore Vector Search's potential in database functionality with Research Scientist Connor Shorten in this less than 1-hour session by Open Data Science.
Explore Metaflow, an open-source framework for ML workflow creation and deployment, with Ville Tuulos from Open Data Science. Learn to build and deploy ML projects across industries in under an hour.
Explore machine learning for scientific discovery in this short program by Open Data Science, led by Prof. Yair Weiss, a renowned expert in the field.
Explore physics-inspired learning on graphs with AI expert Michael Bronstein in this under 1-hour material from Open Data Science. Gain insights into the future of deep learning on graphs.
Open Data Science offers a short guide on transitioning from an analyst to a data scientist role, featuring career insights and various paths to data science.
Explore the use of electronic health records in clinical decision-making with Open Data Science. Learn about data structuring, risk prediction, and natural language processing in under an hour.
Learn to apply modern survival modeling using Python with Open Data Science. Understand concepts like censored data, survival curves, and use tools like Lifelines and Scikit-survival.
Explore personalized machine learning principles and methods with Julian McAuley, PhD, in this less than 1-hour material from Open Data Science. Learn about recommender systems, natural language processing, computer vision, and more.
Learn to build an MLOps workflow using Git and GitHub with open-source tools in less than an hour with Open Data Science. Gain an automated ML model lifecycle.
Explore the breakthroughs in computer vision with Vision Transformers in this under 1-hour material by Open Data Science. Delve into model architecture, self-attention, and general-purpose model architectures.
Explore machine learning deployment with Apache TVM and OctoML's Octomizer in this short program by Open Data Science. Learn about graph- and operator-level optimizations, hardware utilization, and more.
Learn to scale AI and ML in any organization with Shopify's Director of Data Science, Ella Hilal, Ph.D. in this less than 1-hour material from Open Data Science.
Learn how to collect and analyze DNS transaction data while respecting privacy in this 45-minute session by Open Data Science. Ideal for all levels.
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