Search result for Causal inference Online Courses & Certifications
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Data Science in Real Life
by Brian Caffo, PhD , Jeff Leek, PhD , Roger D. Peng, PhD- 4.4
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Approx. 7 hours to complete
Causal inference, counterfactuals, Contrasting machine learning versus classical statistical inference...
Machine Learning for Healthcare
by David Sontag , Peter Szolovits , Zachary Strasser , Hagai Rossman- 0.0
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15 Weeks
For each of these topics we dive into methodological details typically not covered in introductory machine learning courses, such as the foundations of deep learning on imaging and natural language, interpretability of ML models, algorithmic fairness, causal inference and off-policy reinforcement learning. Implement and analyze models for supervised prediction, clinical NLP, interpretability analysis, and causal inference from clinical data...
$49
Principles of fMRI 2
by Martin Lindquist, PhD, MSc , Tor Wager, PhD- 4.7
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Approx. 9 hours to complete
Module 4: Using meta-analysis to improve inference Module 24: Principles of causal inference...
Learn Data Science Deep Learning, Machine Learning NLP & R
by Cinnamon TechX- 4.5
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70.5 hours on-demand video
The second generation of these chips was unveiled at Google's I/O conference in May last year, with an array of these new TPUs able to train a Google machine-learning model used for translation in half the time it would take an array of the top-end GPUs, and the recently announced third-generation TPUs able to accelerate training and inference even further....
$12.99
AI For Medical Treatment
by Pranav Rajpurkar , Bora Uyumazturk , Amirhossein Kiani , Eddy Shyu- 4.7
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Approx. 22 hours to complete
Causal inference...
Mathematics & Statistics of Machine Learning & Data Science
by Cinnamon TechX- 4.2
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11 hours on-demand video
The second generation of these chips was unveiled at Google's I/O conference in May last year, with an array of these new TPUs able to train a Google machine-learning model used for translation in half the time it would take an array of the top-end GPUs, and the recently announced third-generation TPUs able to accelerate training and inference even further....
$12.99
Validity and Bias in Epidemiology
by Filippos Filippidis- 4.9
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Approx. 8 hours to complete
Epidemiological studies can provide valuable insights about the frequency of a disease, its potential causes and the effectiveness of available treatments. Selecting an appropriate study design can take you a long way when trying to answer such a question. However, this is by no means enough. A study can yield biased results for many different reasons....
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Foundations of Public Health Practice: The Public Health Approach
by Dr Richard J Pinder- 4.8
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Approx. 13 hours to complete
Causal pathways and complexity in public health practice Deprivation: masking and the limitations of inference...
Introduction to Philosophy
by Dr. Dave Ward , Professor Duncan Pritchard , Professor Michela Massimi , Dr. Suilin Lavelle , Dr. Matthew Chrisman , Dr. Allan Hazlett , Dr. Alasdair Richmond , Guy Fletcher , Elinor Mason- 4.7
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Approx. 19 hours to complete
Realist Rejoinders: Inference to the Best Explanation Causal Loops...
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