This program was exceptionally good This program was exceptionally good. I went from very little understanding of the latest in machine learning and AI, to a very thorough understanding in two weeks. Marcus is the best instructor I have ever learned from. I would take any class that he architects on literally any subject. So well thought out and organized. Would recommend to anyone.

DeepAtlas: Cultivating a Community that Catalyzes Collective Excellence As an experienced Software Engineer, my decision to delve into ML stems from a desire to be at the forefront of the AI revolution, to not just witness but actively participate in shaping the future. With the proliferation of LLMs, the boundaries of what is possible with ML have expanded exponentially. While I had dabbled in self-teaching, I yearned for a more structured and supportive environment to accelerate my growth. There is simply too much to absorb alone, and missteps exploring this space is time consuming. DeepAtlas provided crucial guidance, making my learning journey remarkably efficient and effective. What truly set DeepAtlas apart was its vibrant community, brimming with like-minded individuals passionate about machine learning. Engaging in discussions, collaborating on projects, and receiving guidance from seasoned mentors created a nurturing environment. While I have a long way to go, I feel DeepAtlas provided me a roadmap and the much needed confidence to continue my journey from here.

My DeepAtlas experience I wanted to learn about ML because I was seeing it emerge in both my current job and my side interests and everything seemed to be speeding towards AI features. I'm not sure I would have been able to learn it on my own as I'm the type of person who benefits a lot from course structure and to really understand the core concepts I needed to test my understanding by discussing with others. Having a group of other highly motivated and talented individuals made the pace and the difficult topic so much more manageable, I don't think I could have done it without such an amazing community of students and instructors. I started the course with very basic understanding of neural networks but no understanding of the linear algebra or modern use cases of ML. I now have the skills needed to complete a passion project of mine that before I couldn't even imagine the pieces that needed to be done. Also I have the knowledge now to keep up and understand the AI team at my current company and how they are solving issues or techniques they use for building features. ML is going to become such a valuable skill that will be needed by every engineer and data scientist in the future so I'm thankful I had the opportunity to get ahead of the curve and start my journey into ML now.