Episode 41: Artificial Intelligence & Continuous Learning: Eileen He

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BragTalks

Heather VanCura

52 episodes

3 days ago

The BragTalks podcast is a place to share stories, build confidence and shape your career destiny. This podcast series features speakers from all career stages. Each episode is an opportunity to learn from leaders about their experience in the form of bragging, with a focus on women. The podcast is hosted by Heather VanCura. Subscribe: https://bragtalks.com/subscribe/ Complete the contact form to be featured: https://bragtalks.com/contact/ Website: https://bragtalks.com/ Twitter: https://twitter.com/BragTalks LinkedIn: https://www.linkedin.com/company/bragtalks

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Episode 41: Artificial Intelligence & Continuous Learning: Eileen He

BragTalks

21 minutes 41 seconds

1 year ago

Episode 41: Artificial Intelligence & Continuous Learning: Eileen He

In this episode of ⁠⁠⁠⁠⁠⁠⁠⁠BragTalks⁠⁠⁠⁠⁠⁠⁠⁠, host Heather VanCura interviews Eileen He about continuous learning and developing new skills quickly. Eileen shares her experience learning about machine learning and artificial intelligence. Listen to hear about how she approached learning and applied it in her career. Season 7 is about sharing the experiences of technical professionals and building on the interviews from the recently published book 'Developer Career Masterplan', starting with a story that links to Chapter 1 of the book..hope you enjoy our new look and Season 7 of BragTalks!

Links mentioned in this episode:

StatQuest - a Statistics related YouTube Channel. I used that to complement my learning when I was taking statistics courses. They covered some popular machine learning algorithms, in an approachable, understandable way. Recently they started to cover popular topics like GenerativeAI / transformer models.
https://www.youtube.com/@statquest

3-blue-1-brown - also really good at explaining, visualizing concepts: https://www.youtube.com/@3blue1brown

Stanford Online machine learning courses - there are many of them. Here are a few courses. You can search and find more on YouTube.
Andrew Ng Machine Learning: https://youtu.be/jGwO_UgTS7I?si=Xfnj1Gy-BZ31L8k1
Other courses / professors:
Meta learning: https://youtu.be/bkVCAk9Nsss?si=yYpzRFky7YgL3D77

Reinforcement Learning: https://youtu.be/FgzM3zpZ55o?si=n0ypiPA1byypJo1Z
Machine Learning with Graphs: https://youtu.be/JAB_plj2rbA?si=pua8Aptk1Zh-jYC5

I also recommend Andrew Ng's "Machine Learning Specialization" courses on YouTube:
https://youtu.be/vStJoetOxJg?si=4_mJkN2xoBJjdKIr

Biography: Eileen He is a Software Development Vice President at Oracle. She has a track record of successfully leading diverse projects spanning on-premise software, cloud infrastructure and services, and cutting-edge machine learning systems. Eileen is a passionate advocate for women in tech. She actively volunteers and contributes her time to empowering initiatives like Oracle Women's Leadership, anitab.org/Grace Hopper Conference, and Technovation.org. She holds a master's degree in computer science from Indiana University, Blooming and an MBA from the Wharton School.