Data Bias Courses and Certifications

Introduction to Data Ethics

Explore data ethics with this comprehensive introductory course, covering principles, AI ethics, and practical skills to ensure responsible data use.

• DataCamp
• 1 hour
• On-Demand
• Free Trial Available

Conquering Data Bias

Unlock your data's potential by learning to detect and mitigate bias for precise analysis and reliable models.

• DataCamp
• 2 hours
• On-Demand
• Free Trial Available

Data Ethics: Making Data-Driven Decisions

572 ratings at LinkedIn Learning

Learn how to design computer algorithms to be more ethical when making complex decisions.

• LinkedIn Learning
• 1 hour 6 minutes
• On-Demand
• Free Trial Available

Institute for Pure & Applied Mathematics (IPAM)

Who Counts? Sex and Gender Configurations of "Persons Capable of Pregnancy"

Explore sex and gender configurations in data, focusing on the concept of "persons capable of pregnancy" and its implications for counting and categorization in research and policy.

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

Institute for Pure & Applied Mathematics (IPAM)

Evelynn Hammonds - The Physician's Negro - IPAM at UCLA

Explore historical intersections of race, gender, and medicine in this thought-provoking talk on "The Physician's Negro" by Harvard scholar Evelynn Hammonds at UCLA's IPAM workshop.

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

Powerful toolkit for smarter decisions. Build, optimize, and evaluate decision models, avoid bias, and apply analytical thinking to real problems.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Data Storytelling

1 rating at Udacity

Learn to craft compelling data narratives, from problem definition to visualization, enhancing your ability to communicate insights effectively and drive data-informed decision-making.

• Udacity
• 17 hours
• On-Demand
• Paid Course

Association for Computing Machinery (ACM)

Hands on Data and Algorithmic Bias in Recommender Systems

Explore data and algorithmic bias in recommender systems through real-world examples, practical use cases, and mitigation techniques. Gain hands-on experience with Jupyter notebooks using data from actual platforms.

• YouTube
• 2 hours 37 minutes
• On-Demand
• Conference Talk

Artificial Intelligence Data Fairness and Bias

122 ratings at Coursera

Explore fairness in AI, addressing bias in data and models. Learn to build ethical predictive systems for critical decisions, ensuring equitable outcomes across diverse scenarios.

• Coursera
• 4 hours 46 minutes
• On-Demand
• Paid Course

Gather and Trust the Right Data

Master data acquisition, experiment design, metric selection, and quality assessment to make trustworthy business decisions through targeted searches and A/B testing.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

AI Strategy and Governance

414 ratings at Coursera

Explore AI strategies for business transformation, explainable AI, responsible governance, and organizational impact. Learn to recognize biases, ensure data privacy, and construct ethical AI frameworks.

• Coursera
• 11 hours 54 minutes
• On-Demand
• Paid Course

Alberta Machine Intelligence Institute

Data for Machine Learning

98 ratings at Coursera

Develop skills to prepare, engineer, and validate data for machine learning models. Learn to identify biases, improve generality, and enhance model accuracy through thoughtful feature engineering.

• Coursera
• 11 hours 53 minutes
• On-Demand
• Paid Course

Generative AI for Students: Ethics & Academic Integrity

23 ratings at Coursera

Explore ethical AI use in academia, covering tools, applications, and integrity. Gain skills for responsible AI integration in research and writing while addressing key ethical concerns.

• Coursera
• 9 hours 5 minutes
• On-Demand
• Paid Course

Introducing Data Analytics and Analytical Thinking

33 ratings at Coursera

Discover how to transform raw data into actionable insights by developing analytical thinking skills, understanding data ecosystems, and learning the six-phase analysis process.

• Coursera
• 3 hours 27 minutes
• On-Demand
• Paid Course

Data Responsibility

Discover how to identify bias in data, ensure credibility, and navigate ethics and privacy in data analysis to make trustworthy, objective decisions.

• Coursera
• 3 hours 4 minutes
• On-Demand
• Paid Course