Health Data Analysis Courses

MIT Computational Biology - Genomes, Networks, Evolution, Health - Fall 2018

Comprehensive exploration of computational biology, covering genomics, networks, evolution, and health applications through advanced algorithms, data analysis, and cutting-edge research topics.

• YouTube
• 1 day 7 hours
• On-Demand
• Free Video

Microcredential

Statistics and Data Science

Comprehensive program covering probability, statistics, data analysis, and machine learning, providing hands-on training for aspiring data scientists through rigorous MIT-quality coursework.

• edX
• 56 weeks, 10-14 hours a week
• On-Demand
• $1,500.00
• 2 courses

Mathematics of Big Data and Machine Learning, IAP 2020

Explore artificial intelligence and machine learning with a focus on data handling challenges, covering topics from associative arrays to bio sequence cross-correlation and Kronecker graphs.

• YouTube
• 14 hours
• On-Demand
• Free Video

Data Augmentation for Image-Based Reinforcement Learning

Explores data augmentation techniques for image-based reinforcement learning, presenting a model-free algorithm and a self-supervised framework for visual continuous control tasks, achieving state-of-the-art results.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Diverse Data and Efficient Algorithms for Robot Learning

Explore diverse data collection and efficient algorithms for robot learning, focusing on large-scale approaches and reinforcement learning for deformable object manipulation.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Microcredential

Statistics and Data Science (General Track)

Master data science fundamentals with MIT's program covering probability, machine learning, statistics, and data analysis, preparing you to solve complex challenges and drive decision-making across industries.

• edX
• On-Demand
• $1,500.00
• 4 courses

Microcredential

Statistics and Data Science (Methods Track)

Master advanced statistical methods and data science techniques for rigorous analysis, informed decision-making, and evidence-based practices across industries with MIT's comprehensive program.

• edX
• On-Demand
• $1,500.00
• 4 courses

Microcredential

Statistics and Data Science (Social Sciences Track)

Master data science for social sciences with MIT's program covering probability, machine learning, statistics, and data analysis to solve complex social, economic, and policy challenges.

• edX
• On-Demand
• $1,500.00
• 3 courses

Microcredential

Statistics and Data Science (Time Series and Social Sciences Track)

Master time series analysis with interventions for social sciences, economics, and policy-making. Analyze temporal data to drive informed decisions and formulate effective policies.

• edX
• On-Demand
• $1,500.00
• 3 courses

Collaborative Data Science for Healthcare

Explore data science principles, electronic health records analysis, and AI/ML applications to improve population health through collaborative healthcare analytics.

• MITx Online
• On-Demand
• Free Online Course

Real Analysis

Master rigorous mathematical proof techniques while exploring real numbers, limits, series, metric spaces, differentiation, and integration in this foundational analysis program.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Understanding the World Through Data

Discover how to leverage data and basic machine learning algorithms using Python to explore relationships, distributions, and classification models for real-world insights.

• MITx Online
• 9 weeks, 3-6 hours a week
• On-Demand
• Free Online Course

Analysis of Transport Phenomena: Asymptotics

Dive into mathematical modeling of transport phenomena with asymptotic analysis techniques for heat transfer, fluid dynamics, and chemical reactions.

• MITx Online
• 2 weeks, 10-12 hours a week
• On-Demand
• Free Online Course

Analysis of Transport Phenomena: Convection

Master mathematical modeling of heat and mass transfer, fluid dynamics, chemical reactions, and phase transformations through boundary-layer convection, Taylor dispersion, natural convection, and turbulent convection.

• MITx Online
• 6 weeks, 10-12 hours a week
• On-Demand
• Free Online Course

Analysis of Transport Phenomena: Electrochemical Transport

Dive into mathematical modeling of heat, mass transfer, fluid dynamics, chemical reactions, and electrochemical transport phenomena at the graduate level.

• MITx Online
• 2 weeks, 10-12 hours a week
• On-Demand
• Free Online Course