Come hear me talk about fostering a culture of responsible and ethical practices within the machine learning community through mentorship and education. I’ll also discuss the challenges and considerations in implementing mentorship & education programs to achieve this goal. You don’t want to miss itAbstract
In today’s world, machine learning is playing an increasingly important role in various industries and fields. With this progress comes the responsibility to ensure that machine learning is used in a responsible and ethical way. In this talk, I’ll be discussing the importance of mentorship and education in fostering a culture of responsible and ethical practices within the machine learning community. We’ll look at ways to mentor and support emerging talent, such as through training, resources, and collaboration opportunities. We’ll also delve into the role of education in promoting responsible and ethical machine learning practices and explore best practices and resources for educating and mentoring machine learning practitioners on responsible and ethical practices. Additionally, I’ll provide real-world examples of how to embed responsible and ethical practices in the machine learning community, and discuss the challenges and considerations in implementing mentorship and education programs for responsible and ethical machine learning practices. The audience can expect to leave this talk with a deeper understanding of the importance of mentorship and education in fostering responsible and ethical practices in machine learning and concrete ways to implement it.TagsMachine-Learning, Community, Best Practice
A detail-oriented machine learning engineer with a background in machine learning, particularly in natural language processing.I am deeply committed to building and supporting community through the facilitation of meetups and other volunteering efforts. I am the co-channel lead for she code Africa’s data science/machine learning channel and an ambassador for Women Techmakers. In her free time, she enjoys traveling, watching lifestyle vlogs on YouTube, and spending quality time with her family.