Thursday, September 28, 2017

New job and two deep dives into tech

I haven't written a public blog post in four months because I have been busy moving to another state and starting a new job at Capital One (Master Software Engineer, role is tech lead and manager of a small machine learning team). Life has been really good: excitement of new job challenges and Carol and I have been enjoying the university town of Urbana/Champaign Illinois.

I am also taking two course specializations at Coursera: Probabilistic Graph Models and Deep Learning. The deep learning class series is just a review for me, and in contrast I find the PGM class series very challenging.

I am reading two books that I can highly recommend: Fran├žois Chollet's book "Deep Learning with Python" that serves as an idea book for advance use of deep learning using Keras. Fran├žois is the creator of the Keras framework and his new book is a treasure store of new ideas and techniques.

I am also (slowly) reading "Deep Learning" by Goodfellow, Bengio, and Courville. This book aims to be a self-contained reference for deep learning, including a very good prelude containing all the math you need to understand the rest of the book.

I have been taking pictures in the area around Urbana/Champaign. Yes, it is flat here but still beautiful and a nice place to live. I will post some pictures soon.