Today we start with a post on AVC about concerns about specific employees. It is interesting to see how different people handle issues like this. On Flowing Data we get a really cool visualization of Kung Fu masters. The movements are converted into different particle and wave formations for very cool effects. Julia Evans talks about how we should remain skeptical of machine learning. The basic idea is that machine learning is not a silver bullet and can be used much like any statistical model to prove whatever hypothesis you want. You really need to understand what the model is telling you and whether you gave it useful inputs.
As always, enjoy today’s items, and please participate in the discussions on these sites.
Startups, Career and Process
- Did Programming Stop Being Fun? Let’s Fix It | Michael DeHaan
- When You Have Concerns | AVC
- How Much is a Good Boss Worth? | DZone Agile
Design and Development
- Vaadin Rest Example | Java Code Geeks
- More readable Javascript without variables | Advanced Web Machinery
- What’s in a Continuation | James Long
- Refactoring a javascript video store | Martin Fowler
- Splitting a Monolithic Application Into Services | DZone Integration
- New Language Features on the JVM | DZone Java
- Working With Akka Actors | DZone Java
- An overview of realtime libraries and frameworks | deepstream.io
- Java 8 HashMaps, Keys, and the Comparable Interface | DZone Java
- Why we use web components and Polymer | Home Assistant
Concurrency, Performance and Scalability
- From Node.js to Go | ScaleDrone
- Understanding Consensus and Paxos in Distributed Systems | Ifeanyi Ubah
- Understanding caching in Postgres – An in-depth guide | Madusudanan
AI, Machine Learning, Research and Advanced Algorithms
- A few reasons to be skeptical of machine learning | Julia Evans
- How To Build Multi-Layer Perceptron Neural Network Models with Keras | Machine Learning Mastery
Big Data, Visualization, SQL and NoSQL
- How To Prepare Your Data For Machine Learning in Python with Scikit-Learn | Machine Learning Mastery
- Kung fu particles | Flowing Data
Infrastructure, Operations and DevOps
Security, Encryption and Cryptography
- Improving the Security and User Experience of your Google Sign In Implementation | Android Developers Blog
Link Collections
- Double Shot #1687 | A Fresh Cup
- Dew Drop – May 18, 2016 (#2254) | Morning Dew