Great Engineering Managers I explore some qualities that great engineering managers exhibit.
Introduction to Quantum Information Melchior and I are doing a course offered by KAIST on coursera.org; this web notes has solutions to problems from the course. We’re pretty new to this so the solutions might contain errors.
MLOps Project KPIs What are some good productivity KPIs for an ML project and ML team?
Thought Experiments (1) In a world (W), full of many (x)s, and a definition of winning max(M). Is it good enough to know the meta rules of the game to win? and (2) A standard narrative of the utopians can be somewhat formally deduced. Will there be a better world state S(t+1) > S(t) in the future?
Skills for ML Engineering How to get started with ML Engineering
Kotlin and Advent of Code 2021 Solving some problems with the Kotlin programming language for the 2021 edition of Advent of Code.
The Ultimate ML Model Trainer Presenting the ultimate interactive analog Deep Learning model training environment...
The East From Where I Am My phone had died. I turned left at the end of the platform, and headed west...
The Best Chess Game of 2020 Scott & I have played innumerable chess games this year, but I will of course take this great opportunity to present my first victory against him. It's a great moment.
Creating custom interactive maps on the web In this post, I will assume that you are familiar with shapefiles. Download and install TileMill for your OS, and create a new project. Next, download shapefile data from your source.
Skills for building a data science product This article is a getting started level skills needed to ship a data science product to production from scratch. We will take the case study of building a recommendation engine on an e-commerce platform for illustration.
Parsing Abstract Syntax Trees (ASTs) It is possible to do a depth-first traversal of the node by sub-classing ast.NodeVisitor. It is also possible to rewrite nodes. Let's look at extracting all function calls from a Python source file.
Understanding JavaScript Callbacks Prior to understanding what callbacks are, we need to explore functional programming with JavaScript...
SQLAlchemy Tutorial This is a quick tutorial for getting started with SQLAlchemy Core. SQLAlchemy is the Python SQL toolkit and Object Relational Mapper that gives application developers the full power and flexibility of SQL.