What’s in the newsletter?

Level up your Machine Learning skills efficiently - whether you're just starting out or have a few years of experience, join a growing community of friendly readers to level up your machine learning skills and become a productive practitioner!

What will you get?

  • Curated Papers & Articles to keep you up to date with the fast pace of ML research.

  • Simplified, Actionable tips & tricks, videos and more resources to improve your ML skills and knowledge.

  • Longform articles on algorithms, implementation & productive research you can use as a reference for your next ML project.

    • I write in an accessible way, weaving in stories, metaphors, and humor to explain topics.

    • While I enjoy the rigor of math and jargon, I try to minimize these in my posts here to make it an easy lift for you.

What readers say about Gradient Ascent:

My 10-Second Bio:

  • Research Scientist 👨🏻‍💻 figuring out how to make computers understand the world like us - Successfully head scratching for 11+ years.

  • Award Winning Nature Photographer 🏔 📸 - You may like these images here.

  • Youtuber 🎥 - I want to make machine learning fun again. Interested? You may enjoy these videos.

  • Writer 📝 - Writing helps me learn. I hope my writing can help you learn too - Find my writing here on my website, and in my weekly newsletter, Gradient Ascent.

Disclaimer: All opinions and views expressed here in the newsletter are mine alone and do not represent those of my employer.

Subscribe to Gradient Ascent

Level up in machine learning the fun way - Resources, videos, papers, and simplified breakdowns of hard to understand topics to make you an awesome practitioner!


Sairam Sundaresan
I'm a research scientist with 12+ years of industry experience. I'll help you learn Machine Learning, Computer Vision, and teach you the tips and tricks that will make leveling up fun! Check out the resources I offer and sign up for my newsletter!