Learn LIVE with
Vidhi Chugh
Architecting the Ethics of AI and Data Science
Develop a practical understanding of AI and its ethical consequences, learn how to create responsible, long-lasting solutions, and build towards a bias-free future.
Lead Your Business Toward Human-centered AI Solutions
The widespread proliferation of artificial intelligence has become deeply intertwined with our day-to-day lives. But as algorithms become more sophisticated comes the need of assessing their impact and scale. To prevent unethical bias, data specialists and business leaders need to understand and mitigate their potential negative consequences. How is the AI community defining these “ethics”? There exists a number of toolkits, best practices, and guidelines created by practitioners that strive to reduce the negative implications of automated technology. However, concerns are still on the rise as news of biased algorithms continues to spread. In this training, AI strategist Vidhi Chugh will walk you through the various facets of designing ethical AI solutions. You and your team will not only learn the theoretical definitions of ethical concepts but also identify potential sources of unethical components in your project lifecycle.
Design a Roadmap for Responsible Tech Within Your Organization
Learn the Key Principles of Trustworthy AI
Study the significant developments in the field and what role they can play in your business’ growth
Practice Ethical Guidelines
Establish a framework for identifying and mitigating potential sources of bias
Adopt an Ethics-based Culture
Promote a sense of responsibility within your teams to maintain human-oriented ML models
Vidhi Chugh
Who Is This Course For
Business Leaders
You take organizations to new heights of prosperity with top-notch leadership and practical data skills
Data Scientists
You assist businesses with their decision-making using your analytical, and data storytelling skills
Business Analysts
You guide organizations into adopting data-driven strategies that optimize business processes and functions
Level Of Difficulty
IntermediateHere’s What Your Team Will Learn
- Understand what defines an ethically compliant algorithm
- Learn from past use cases of AI models gone wrong
- Consider the core values of ethical technology
- Embed ethics by design to the project throughout its lifecycle
- Minimize negative impact and machine bias
- Assess how responsible an AI project is before investing time and resources
Curriculum
Proliferation of AI-powered Solutions 60 min
Critical impact of AI applications on end-user
Significance of ethics from past examples
Understand the existing tools and best practices
Designing an Ethical Framework 60 min
Demystifying Ethics, and its principal pillars - Bias, Fairness and Explainability
Embedding ethical practices into an AI solution
Why ethics are still not mainstream component in an AI-ML project lifecycle?
Building Ethical and Responsible AI-ML systems 60 min
Fundamentals of build an ethically compliant solution
Role of AI-powered organizations in enabling trustworthy solutions
Learn the role of an AI Ethicist in identifying ethical concerns
Frequently Asked Questions
How long does a live training last?
The instructor predetermines the length of a live training session. A single live training can last from a few hours to several days and include multiple sessions. The duration can also be adapted to your team’s needs upon request. To learn more, complete the signup form or contact us at team@365datascience.com.
Does my team need any relevant qualifications or experience to join a live training session?
No prior experience or qualifications are required to attend live training sessions. Each training has a dedicated page with all the details you need to make the right choice for your team—including information on what your team can expect, level of difficulty (beginner, intermediate or advanced), top benefits, and areas of expertise.
When does the live training usually take place?
We offer a great deal of flexibility concerning the dates and times of the live training. Sessions are scheduled according to your team's and instructor's availability.
How can I become a live training instructor?
If you possess outstanding qualifications in data science and enjoy sharing your knowledge with others, we’d love to hear from you. As a member of our community of industry-leading live training instructors, you’ll be delivering an excellent learning experience to our shared clients. We’ll manage all the admin—including integrating your training into our line-up and scheduling them according to availability. Use our contact form to get in touch.
How can I book a live training session?
Our live training sessions are open to all corporate clients who wish to accelerate their team’s progress through direct online coaching from industry leaders. Prices vary depending on the level of expertise you want your teams to acquire and the length of the training. Sign up using the contact form on the individual live training pages for more information on pricing and how to book.
Will my team have access to real-time conversations with industry experts?
Yes, direct communication with the instructors forms the backbone of our live training. Your team will have the opportunity to actively participate in the training, ask any questions relevant to their specific roles, and tap into the industry-leading expertise of our instructors. The goal is to boost engagement with the content and enable team members to pick up new skills quicker.
Attending live training sessions as a team will equip your employees with new practical skills and boost their professional confidence. Moreover, internal upskilling opportunities are an excellent way to create a sense of belonging in the workplace and improve job satisfaction.
How many team members can join a live training session?
Our live training sessions can host up to 100 participants. If you wish to invite more team members, specify the number of attendees as a comment on your request form or contact us at team@365datascience.com. We’ll always do our best to accommodate your needs.
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