Take Practical Steps to reduce the risk of your AI initiatives
Ethical & Responsible AI Framework DeveloPMENT
Quick Start Workshop
A "Quickstart" to developing practical, comprehensive, and usable ethical & Responsible frameworks for
AI & advanced data
Projects of Any Size
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Ethical & Responsible AI
Do you have proper controls on your AI systems? Have you considered laws on privacy and emerging regulations that might stop your AI projects? Are you letting your data scientists and developers expose you to significant risk?
The liability and risk of AI systems doing the wrong things and causing harm are significant. Develop comprehensive, practical frameworks that will let you realize the ROI of AI without the risks.
Some of the organizations that have been through Cognilytica training & certification:
Practical, Comprehensive, and immediately applicable
Comprehensive
Covers the full range of ethical and responsible needs in a practical framework
Immediately Applicable
Provides tools, frameworks, checklists, and a "quickstart" to apply to your AI initiatives today
Flexible and Adaptable
Frameworks are tailored and adaptable to differe.nt organizational and AI project needs
Vendor-Neutral
Best practices based on end-user needs that supports diverse technology solutions
Best Practices Based
Proven over and over in real-world adoption. Learn from other's successes and failures.
Continuously Updated
Training and certification keeps up with continuous changes to laws, regulations, and emerging best practices.
The Core Elements of Ethical & Responsible AI Framework Development
Best Practices Based & Immediately Applicable
Cognilytica's Practical & Comprehensive Ethical & Responsible AI Framework Development Training & Certification provides a comprehensive deep dive into the components of ethical & responsible AI frameworks. Based on over 60 worldwide frameworks for ethical & responsible AI, the training provides a guided, step by step approach for crafting an implementable Ethical and responsible AI framework that is immediately applicable and adaptable to your needs.
What will I learn?
- Why are ethical and responsible AI systems necessary?
- Addressing fears & concerns about AI
- Addressing issues of bias and human induced error
- Understanding the Limits of Current AI Technology
- The necessity of keeping the human in the loop
- The data-centricity of AI
- Risks associated with the use of AI
- AI Introduces new Threat Vectors
- The cost of non-compliance
- Awareness of the need for data privacy and legally compliant data use
- Applying the Cognilytica Comprehensive Ethical & Responsible AI Framework
- Making sure systems comply with basic human values
- Data and AI system fairness
- The great potential for AI system bias
- Issues of diversity and inclusion in data
- Case studies across all Ethical areas
- Responsible vs. Ethical AI
- Misuse and Abuse of AI Systems
- Compliance with rapidly evolving laws and regulations around AI and data
- Maintaining AI system safety & security
- Putting into place a chain of command: human accountability
- AI System transparency vs. algorithmic transparency
- Implementing AI System Transparency
- AI system risk assessment & mitigation
- AI System Controls: development, training, implementation, and inference
- AI System Monitoring
- The need for algorithmic explainability for different AI use cases and patterns
- Current state of worldwide data and AI laws and regulations
- Planning for continued evolution of AI and data laws
- Organizational change management for ethical and responsible AI practices
- The AI governance team
- Applying ethical & responsible AI at scale
Module 1: Introduction to Ethical and Responsible AI
Maintaining AI system Trust
Module 2: Societal Ethical AI Principles
Do no harm with AI
Module 3: Responsible AI Practices
Safe & Sound AI Systems
Module 4: AI System Transparency
Visibility into AI Systems
Module 5: AI System Governance
Responsible AI Practices
Module 6: Algorithmic Interpretability & Explainability
Making AI Understandable
Module 7: Data and AI laws & regulations
Staying in COMPLIANCE
Module 8: Putting Ethical & Responsible AI into Practice
Practical Implementation
Who is this Workshop for?
This workshop is for a wide range of roles and responsibilities including:
- Executives & Decision-Makers
- Compliance managers
- AI Governance teams
- AI Centers of Excellence
- General Counsel & corporate law
- Data science teams
- Project Managers
- Product Managers
- Capability Managers
- Acquisitions Managers
- Procurement & Contracting Officers
- Developers
- AI & ML engineers
- AI Assurance Engineer
- Operations Research Analysts
- Deployment Engineer
- Knowledge Operations Managers
- Information Technicians
Virtual, Self-Paced Training and Certification as well as Live Instructor Options
Cognilytica training is offered primarily as a virtual, self-paced solution that is constantly updated to meet growing and dynamic needs of the market. Cognilytica also offers live instructor models in both virtual and in-person modes depending on needs, schedule, budget, and availability. Inquire for details and required minimum enrollment for live instructor options.
Real People and Real Organizations getting Real Value
What is included in this training & certification?
- 24 hours of self-paced instruction
- 12 automatically graded exercises
- Ethical & Responsible AI Certification included
- “Quick Start” Comprehensive Ethical & Responsible AI Framework
- Checklists for each aspect of ethical & responsible AI
- Certification Badges you can share on your social media and professional profile
- Opportunities to participate in ethical & responsible AI vendor partner programs
- Opportunities to connect with other ethical & responsible AI trainees
But wait… there’s more!
Groups of five or more from the same org. that register get:
- Checklists to evaluate vendor ethical compliance
- Guided Questions and Decision Factors to help you evaluate vendor solutions to support ethical & responsible AI initiatives
- Discounts for course enrollment
- Six (6) one-hour virtual “office hours” for additional guidance and assistance with training
- Even more discounts
