Dartmouth College Courses

Introduction to German Opera

Explore German opera's evolution, focusing on musical motives, orchestral importance, and dramatic conveyance through works of Wagner, Mozart, Beethoven, Weber, and Strauss.

• Coursera
• 16 hours 35 minutes
• Self-Paced
• Paid Course

Foundations for Machine Learning

Master essential probability distributions and Bayesian vs frequentist perspectives to build a strong mathematical foundation for machine learning and data science applications.

• Coursera
• 21 hours 28 minutes
• Self-Paced
• Paid Course

Machine Learning Fundamentals

Discover supervised machine learning fundamentals, from linear regression to classification models, regularization techniques, and performance evaluation using ROC curves.

• Coursera
• 1 day 10 hours 7 minutes
• Self-Paced
• Paid Course

Machine Learning with Neural Networks

Explore neural network fundamentals, backpropagation, regularization, and Bayesian methods for machine learning with hands-on TensorFlow implementation.

• Coursera
• 1 day 12 hours 52 minutes
• Self-Paced
• Paid Course

Medical Care Epidemiology: Patterns, Performance, and Variation

Explore epidemiological methods to analyze healthcare delivery patterns, unwarranted variation, and system performance across regions and providers for improved quality and equity.

• edX
• 4 weeks, 1-2 hours/week
• Self-Paced
• Free Online Course (Audit)

Foundations of Epidemiology of Medical Care

Discover how population-based data reveals healthcare disparities and learn to analyze geographic variation in medical care delivery to improve health system performance.

• edX
• 5 weeks, 1-2 hours/week
• Self-Paced
• Free Online Course (Audit)

Epidemiology and the Science of Health Care Variation

Explore how healthcare resource distribution affects patient outcomes and system performance, examining capacity variations and their impact on care quality across different regions.

• edX
• 5 weeks, 1-2 hours/week
• Self-Paced
• Free Online Course (Audit)

Mechanics & Origins of Bipedalism

Explore human bipedalism mechanics, musculoskeletal adaptations, and evolutionary origins through interactive 3D fossil renditions and comparative animal locomotion studies.

• Coursera
• 10 hours
• Self-Paced
• Paid Course

Credential

Practical Machine Learning: Foundations to Neural Networks

Master probability, statistics, and neural networks to build rigorous machine learning models from linear regression to deep learning applications.

• Coursera
• 12 weeks, 8 hours/week
• Self-Paced
• Paid Course
• 3 courses

Why Data Analytics Matters

Explore how data analytics, AI, and large language models drive business value, innovation, and strategy in modern organizations through real-world case studies and applied activities.

• edX
• 16 hours
• Self-Paced
• Free Online Course (Audit)

Organizing for Digital Transformation

Build organizational strategy skills for managing digital transformation. Learn how to align teams, metrics, governance, data, and AI, and turn insights into action with case-driven assignments, self-graded rubrics, and practical toolkits you can use imm…

• edX
• 16 hours
• Self-Paced
• Free Online Course (Audit)

Organizing for Digital Transformation

Explore the organizational side of digital transformation, learning to align teams, metrics, and governance with technology adoption to drive real value from AI and analytics investments.

• Coursera
• 15 hours 44 minutes
• Self-Paced
• Paid Course

Predictive Analytics

Gain insights into predictive analytics with Python, learning to build models, diagnose performance issues, leverage advanced techniques like neural networks, and integrate data-driven insights into decision-making for digital transformation.

• Coursera
• 1 day 23 hours 19 minutes
• Self-Paced
• Paid Course

Prescriptive Analytics

Dive into optimization modeling with Python, transforming complex business decisions into actionable strategies. Learn to build linear and mixed-integer models, apply linearization techniques, and leverage prescriptive analytics for efficient, data-drive…

• Coursera
• 1 day 6 hours 14 minutes
• Self-Paced
• Paid Course

Simulation for Digital Transformation

Master discrete event simulation with Python and SimPy to model, analyze, and optimize complex systems for digital transformation, enabling data-driven decisions and effective resource allocation.

• Coursera
• 1 day 8 hours 1 minute
• Self-Paced
• Paid Course