What does the Activists vs AI Bias course cover?
Activists vs AI Bias is covered here in 5 modules: Introduction to AI Bias: impact of AI bias on society, Defining AI bias and its types, Understanding AI Systems: Model training and evaluation, Overview of AI and machine learning, Identifying and Mitigating AI Bias: Methods for detecting AI bias and 2 more.
How do you approach Activists vs AI Bias step by step?
The work is sequenced in 5 stages. It starts with introduction to AI Bias: impact of AI bias on society, Defining AI bias and its types, moves through Understanding AI Systems: Model training and evaluation, Overview of AI and machine learning and Identifying and Mitigating AI Bias: Methods for detecting AI bias, and ends at Activism in Tech: Strategies for effective, Case.
What is in Module 1 of the Activists vs AI Bias course?
Module 1 is Introduction to AI Bias: impact of AI bias on society, Defining AI bias and its types. It works through defining AI bias and its types, the impact of AI bias on society and case studies of AI bias in real-world applications. It sets the vocabulary the remaining 4 modules build on.
How is the Activists vs AI Bias course delivered?
The Activists vs AI Bias course is fully self-paced with immediate online access after enrolment. Access does not expire and future updates are included at no cost. It can be taken on any device, and a certificate of completion is issued by The Art of Service when you finish.
How much does the Activists vs AI Bias course cost?
The Activists vs AI Bias course is $199 as a one time payment. There is no subscription, no per seat licence and no hidden fee. Enrolment carries a 30 day satisfied or refunded guarantee, so it can be assessed in full before you commit.
Closely related courses: Bias and Fairness in Predictive Analytics Dataset.
More answers: what you get with every course, refund policy, all help answers.
Activists vs AI Bias: Fighting for Fairness in Tech
Course Overview
Welcome to Activists vs AI Bias: Fighting for Fairness in Tech, a comprehensive and interactive course designed to equip you with the knowledge and skills to tackle AI bias and promote fairness in the tech industry. In this course, you will learn from expert instructors and engage with a community of like-minded individuals who share your passion for creating a more just and equitable tech landscape.Course Objectives
- Understand the concept of AI bias and its impact on society
- Learn how to identify and mitigate AI bias in tech systems
- Develop skills to design and implement fair and inclusive AI systems
- Explore the role of activism in promoting fairness in tech
- Join a community of professionals and activists working towards a more equitable tech industry
Course Curriculum
Module 1. Introduction to AI Bias: impact of AI bias on society, Defining AI bias and its types
- Defining AI bias and its types
- The impact of AI bias on society
- Case studies of AI bias in real-world applications
Module 2. Understanding AI Systems: Model training and evaluation, Overview of AI and machine learning
- Overview of AI and machine learning
- Data preprocessing and feature engineering
- Model training and evaluation
Module 3. Identifying and Mitigating AI Bias: Methods for detecting AI bias
- Methods for detecting AI bias
- Techniques for mitigating AI bias
- Best practices for designing fair AI systems
Module 4. Designing Fair and Inclusive AI Systems: Principles of fair and inclusive design
- Principles of fair and inclusive design
- Methods for incorporating diversity and inclusion in AI systems
- Case studies of fair and inclusive AI systems
Module 5. Activism in Tech: Strategies for effective, Case studies of successful
- The role of activism in promoting fairness in tech
- Strategies for effective activism in tech
- Case studies of successful activism in tech
Course Features
- Interactive and Engaging: Learn through interactive lessons, quizzes, and hands-on projects
- Comprehensive: Covering all aspects of AI bias and fairness in tech
- Personalized: Learn at your own pace and focus on topics that interest you most
- Up-to-date: Stay current with the latest developments in AI bias and fairness in tech
- Practical: Apply your knowledge to real-world scenarios and projects
- Real-world Applications: Learn from case studies and examples of AI bias and fairness in real-world applications
- High-quality Content: Learn from expert instructors and industry professionals
- Expert Instructors: Learn from experienced instructors with expertise in AI bias and fairness in tech
- Certification: Receive a certificate upon completion of the course
- Flexible Learning: Learn at your own pace and on your own schedule
- User-friendly: Easy-to-use platform and intuitive navigation
- Mobile-accessible: Learn on-the-go with our mobile-friendly platform
- Community-driven: Join a community of professionals and activists working towards a more equitable tech industry
- Actionable Insights: Take away practical insights and strategies for promoting fairness in tech
- Hands-on Projects: Apply your knowledge to real-world projects and scenarios
- Bite-sized Lessons: Learn in bite-sized chunks, making it easy to fit into your busy schedule
- Lifetime Access: Enjoy lifetime access to the course materials and community
- Gamification: Engage with the course through interactive quizzes and challenges
- Progress Tracking: Track your progress and stay motivated