- What is deep learning?
- How does LinkedIn use AI?
- What tools does LinkedIn use?
- What skills do AI engineers need?
- What is the future of AI?
Skill Level Intermediate
(upbeat music) - Here at LinkedIn, AI is like oxygen. We use AI to improve every aspect of member experience on the site. Our society today is inundated with data. But data alone is not enough unless we can make sense out of it in an automated fashion. This is where AI and machine learning becomes important. Hi, my name is Deepak Agarwal. I'm the VP of engineering and head of AI and machine learning at LinkedIn.
I have been practicing AI for more than 20 years. I have published extensively at top-tier conferences and have also written a book on the topic. I'll discuss the tools and techniques to make AI work at scale, the impact the AI and machine learning has had on all our products and on LinkedIn, the lessons we have learned along the way, and the road ahead for us. I hope you enjoy my thoughts on the topic. AI the LinkedIn Way.