I’ve recently read “Clean Code” by Robert C. Martin and… I wish I’d read this book 10 years ago when I was starting my journey as a professional developer. Let me explain to you why I believe that every Junior Developer should read… at least part of this book. Short info about the author, Robert […]
Hey, I would like to share with you my thoughts about the transition to Apple Silicon based new Macbook Pro from a Software Developer perspective. So I was really waiting for the recent Apple event as I believed that they would bump the Macbook Pro 16” spec, still using intel chips. However that didn’t happen […]
Bad habits can ruin any area of life, I prepared a list of few, which are in my opinion most common across software developers: Not understanding fundamentals Oh, this is a serious problem. There are a lot of people, who want to quickly become a programmer, or are already developers, but want to change technology, […]
Natural Language Processing is an important part of Machine Learning. In this post, I’m going through the most popular NLP features provided by SDK on iOS, iPadOS, and MacOS. Text preprocessing When you work with natural language text, it’s often useful to do some preprocessing before you will start using some sophisticated Deep Learning Models. […]
If you were ever asked by backend developer to provide .pem file to support Apple Push Notifications on the server you know how painful it is. This post will guide step by step. At first, you have to create this certificate and import it to your keychain, but I assume you know how to do […]
Hi, this post is some kind of giveaway. I want to share a couple of machine learning business ideas I was thinking about. We all have only 24 hours per day so it’s impossible to try out all ideas which come to our minds. Because of that, it’s sometimes worth to share them, i hope […]
TLDR: Better New Tab is Chrome Extension which overrides your ‘New Tab’ page. It suggests pages that you are usually visiting at this time (e.g. it’s Monday, 9:00 AM -> it shows websites that are most visited on Mondays between 8:30 and 9:30 AM). Why? To be honest I am still surprised that Google cannot […]
Hi, this post is not a typical Deep Learning approach to a problem. Instead of this, it will show you, that sometimes simple data analysis can allow to write simple yet efficient algorithm. It will show you how to build a dynamic list of options driven by user behavior. Main idea is to recommend this […]
During recent WWDC Apple presented their newest tool called Create ML. As a ML enthusiast i was really impressed on what i’ve seen on dedicated session (703), so i thought it would be worth to investigate how powerful it really is. 1. Create ML in a nutshell (you can skip if you watched WWDC presentation). […]
Hi, this is list of the most popular machine learning interview questions. You can be asked them while applying for ML Engineer position. For each one I tried to add link with short answer. Hope you will enjoy it. Describe Binary Classification. https://www.kdnuggets.com/2017/04/must-know-evaluate-binary-classifier.html Calculate AUC of an ROC curve. http://blog.revolutionanalytics.com/2016/11/calculating-auc.html What does P-Value mean? https://www.statsdirect.com/help/basics/p_values.htm […]