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Learn to make AI models lighter and faster with quantization in PyTorch from ML engineer Suraj Subramanian in less than an hour with Open Data Science.
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.
Explore how data science combats COVID-19 with Dr. Nuria Oliver in this less than 1-hour material from Open Data Science. Learn about AI, NLP, data engineering, and visualization.
Explore Microsoft's Responsible AI Dashboard, an open-source tool for reliable AI deployment, with Open Data Science. Learn to debug models, analyze errors, and make informed decisions.
Explore the impact of AI on healthcare fairness, understand the bias in medical algorithms, and learn practical approaches to fair medical AI with Open Data Science. Less than 1-hour workload.
Open Data Science offers a short program on responsible AI use in healthcare, focusing on identifying biases, promoting fairness, and enhancing health outcomes.
Learn to monitor machine learning models in production with Open Data Science. Gain hands-on experience in deploying models as microservices and implementing advanced monitoring techniques.
Explore deep learning algorithms and representation learning in neural nets with Open Data Science. Gain insights into nuisance insensitivity and disentanglement in under an hour.
Learn to build multi-cloud success for cross-database usage with Open Data Science. Understand security, challenges, strategy planning, and data migration in under an hour.
Explore secure operations of Kubernetes clusters on the edge with Open Data Science. Learn about boot process security, OS image downloading, and using TPM for Remote Attestation.
Explore alternatives to Reinforcement Learning for real-world problems in this short program by Open Data Science. Learn about Contextual Bandits and Imitation Learning, their limitations, and applications.
Join Open Data Science's event for an insider's look at Scikit-Learn with core contributor Thomas Fan. Explore its history, technical aspects, and future developments in under an hour.
Explore Open Data Science's innovative approach to converting 2D remote sensing data into 3D models using deep learning, with a focus on signal processing applications.
Explore the challenges and opportunities of deploying machine learning models as a long-term service with Open Data Science. Learn about data health, model robustness, and managing bias. Less than 1-hour workload.
Explore the evolution of data science notebooks and their future in fostering collaboration in this short, insightful offering from Open Data Science.
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