Health Data Analysis Courses

Data Compression I - Lecture 3: Kraft Inequality, Entropy, and Introduction to SCL

Explore Kraft Inequality, entropy, and Source Coding Limit in data compression. Gain insights into fundamental concepts and their applications in information theory and coding.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Stanford EE274: Data Compression - Beyond IID Distributions: Conditional Entropy - Lecture 8

Explore conditional entropy and advanced data compression techniques beyond IID distributions in this Stanford lecture, enhancing understanding of complex information theory concepts.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Arithmetic Coding - Stanford EE274 Data Compression I Lecture 6

Explore arithmetic coding in data compression, covering theory and applications. Learn from Stanford experts about this advanced technique for efficient information encoding.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Asymmetric Numeral Systems (ANS) - Data Compression Lecture 7

Explore Asymmetric Numeral Systems (ANS), an advanced data compression technique, in this Stanford lecture. Gain insights into its principles, applications, and advantages in modern compression algorithms.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

How Can Privacy Exist in a Data-Driven World? - Stanford Seminar

Exploring privacy in a data-driven world through transparency tools, user studies, and artistic collaborations to reframe privacy as a societal value.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Me-LLaMA - Medical Foundation Large Language Models for Comprehensive Text Analysis and Beyond

Discover how Me-LLaMA, a suite of medical language models trained on vast biomedical datasets, outperforms existing LLMs in medical text analysis tasks, advancing healthcare AI applications through improved accuracy and accessibility.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Gastric Cancer - Achieving Health Equity Among Asian Americans

Explore the critical health disparity of gastric cancer in Asian American communities, examining risk factors, treatment outcomes, and innovative approaches to achieve equitable healthcare delivery.

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

How to Code: Simple Data

15 reviews

Learn the secret to writing well-tested and easy to improve programs, that will set you up to master any programming language

• edX
• 7 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Community Change in Public Health

10 reviews

Explore community-based approaches to public health, focusing on understanding community structures, promoting participation, and implementing sustainable interventions for positive change.

• Coursera
• 10 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

Applied Plotting, Charting & Data Representation in Python

9 reviews

Aprenda a criar visualizações eficazes em Python usando matplotlib, desde princípios de design até gráficos avançados, com foco em relatórios e representação de dados.

• Coursera
• 1 day 27 minutes
• On-Demand
• Free Online Course (Audit)

University System of Maryland;  University of Maryland Center for Environmental Science

Storytelling with Data using Socio-environmental Report Cards

18 reviews

Socio-environmental report cards have proven to be THE tool to effect positive change. Join us as we explore proven techniques to synthesize data, engage the local community, inform decision-making, and drive policy for any environmental or sustainabilit…

• edX
• 5 weeks, 5-8 hours a week
• On-Demand
• Free Online Course (Audit)

Facebook

Data Analysis with R

18 reviews

Data is everywhere and so much of it is unexplored. Learn how to investigate and summarize data sets using R and eventually create your own analysis.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Process Mining: Data science in Action

18 reviews

Discover, analyze, and improve business processes using data science techniques. Learn process mining to bridge model-based analysis and data-oriented approaches for operational excellence.

• Coursera
• 22 hours
• On-Demand
• Free Online Course (Audit)

Data Science Math Skills

12 reviews

Master essential math concepts for data science: set theory, real numbers, functions, graphs, rates of change, and probability theory. Build a strong foundation for advanced analysis.

• Coursera
• 13 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Managing Data Analysis

9 reviews

Learn to effectively manage data analysis processes, from question formulation to result interpretation. Gain skills in directing teams, exploring datasets, and creating impactful presentations of statistical findings.

• Coursera
• 8 hours 43 minutes
• On-Demand
• Free Online Course (Audit)