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Accessible Documents and PDFs
Free
Technology & IT

Accessible Documents and PDFs

Accessible documents and PDFs are digital files that have been designed and coded so that people with visual, motor, cognitive, or hearing impairments can perceive, opera...

  • Analyze the principles of document accessibility to identify...
  • Apply heading styles and structural elements to organize doc...
  • +6 more outcomes
12 units
Review
AI Automation for Solo Operators
Free
Artificial Intelligence

AI Automation for Solo Operators

AI automation for solo operators is the practice of using artificial intelligence to handle tasks that would otherwise require manual effort, such as data entry, email re...

  • Analyze your business processes to identify high-impact auto...
  • Evaluate and select appropriate AI tools and platforms based...
  • +6 more outcomes
12 units
Review
API and Developer Documentation
Free
Technology & IT

API and Developer Documentation

API and developer documentation is the practice of creating instructional and reference materials that help software developers understand, integrate, and troubleshoot ap...

  • Analyze the core principles of API documentation and its rol...
  • Apply RESTful API concepts to accurately describe resources,...
  • +6 more outcomes
12 units
Review
UV DTF Transfer Sticker Production
Free
Technology

UV DTF Transfer Sticker Production

UV DTF Transfer Sticker Production is a digital printing method that involves printing full-color graphics onto a specialized PET film using UV-curable inks, applying a c...

  • Analyze the principles of UV DTF technology to select approp...
  • Design print-ready artwork with proper color management and...
  • +6 more outcomes
12 units
Review
Understanding High-Risk AI Act Requirements
Free
Technology & IT

Understanding High-Risk AI Act Requirements

Understanding High-Risk AI Act Requirements refers to the body of regulatory obligations and practices that organizations must adopt when developing, deploying, or placin...

  • Analyze the EU AI Act's risk-based framework to classify AI...
  • Determine high-risk status by applying the Act's criteria to...
  • +6 more outcomes
12 units
Review
Building an AI Governance Team
Free
Artificial Intelligence

Building an AI Governance Team

AI governance is the discipline of creating and maintaining the structures, processes, and accountability mechanisms that ensure AI systems are developed, deployed, and m...

  • Analyze the AI governance landscape to identify regulatory a...
  • Define a clear mandate for the AI governance team that align...
  • +6 more outcomes
12 units
Review
WCAG 2.2 Conformance Steps
Free
Technology & IT

WCAG 2.2 Conformance Steps

WCAG 2.2 Conformance Steps refers to the structured methodology for achieving and verifying compliance with the Web Content Accessibility Guidelines (WCAG) version 2.2, p...

  • Analyze the four principles of WCAG 2.2 to categorize succes...
  • Evaluate the impact of new and updated success criteria in W...
  • +5 more outcomes
12 units
Review
Understanding Cyber Incident Reporting Duties
Free
Cybersecurity

Understanding Cyber Incident Reporting Duties

Cyber incident reporting obligations refer to the legal and regulatory requirements that mandate organizations to notify relevant authorities, and sometimes affected indi...

  • Compare major global cyber incident reporting regulations to...
  • Apply regulatory criteria to determine whether a specific cy...
  • +6 more outcomes
12 units
Review
Software Localization Engineering
Free
Technology & IT

Software Localization Engineering

Software localization engineering is the discipline of adapting software applications to function correctly and feel natural across different languages, regions, and cult...

  • Design a localization architecture that integrates internati...
  • Evaluate locale-specific data formats and cultural adaptatio...
  • +6 more outcomes
12 units
Review
Difference-in-Differences Analysis
Free
Data Science

Difference-in-Differences Analysis

Difference-in-Differences (DiD) is a quasi-experimental method used to estimate the causal effect of a treatment or policy by comparing the change in outcomes over time b...

  • Analyze causal inference frameworks to determine when differ...
  • Implement canonical difference-in-differences regression mod...
  • +6 more outcomes
12 units
Review
Regression Discontinuity Design
Free
Data Science

Regression Discontinuity Design

Regression Discontinuity Design (RD) is a quasi-experimental method that identifies causal effects by exploiting a cutoff or threshold that determines treatment assignmen...

  • Analyze how the potential outcomes framework addresses selec...
  • Design a sharp regression discontinuity design to estimate c...
  • +6 more outcomes
12 units
Review
Synthetic Control Method
Free
Data Science

Synthetic Control Method

The Synthetic Control Method (SCM) is a statistical technique used to estimate the causal effect of an intervention or treatment on a single unit (such as a country, stat...

  • Analyze the potential outcomes framework and counterfactual...
  • Design a synthetic control model by selecting appropriate do...
  • +6 more outcomes
12 units
Review
Propensity Score Matching
Free
Data Science

Propensity Score Matching

Propensity score matching is a statistical technique used to reduce selection bias in observational studies by mimicking randomization.

  • Analyze the fundamental problem of causal inference in obser...
  • Define the propensity score and describe its balancing prope...
  • +6 more outcomes
12 units
Review
Experiment Power and Sample Size
Free
Data Science

Experiment Power and Sample Size

Experiment power and sample size is a statistical discipline focused on determining how many observations are needed to detect a true effect of a given magnitude with acc...

  • Design a hypothesis test framework that correctly identifies...
  • Evaluate the statistical power of a proposed study and inter...
  • +6 more outcomes
12 units
Review
Multi-Armed Bandit Experiments
Free
Technology & IT

Multi-Armed Bandit Experiments

Multi-armed bandit experiments are a class of sequential decision-making problems where an agent must choose among multiple options (the "arms") to maximize cumulative re...

  • Analyze the exploration-exploitation tradeoff by evaluating...
  • Implement classic bandit algorithms such as epsilon-greedy,...
  • +6 more outcomes
12 units
Review