Machine Learning - Model Training Tips

Apr 21, 20217 min read

You don't really need to know the implementation details while building & configuring a machine learning model. However, a good understanding of how thing works can help you identify the appropriate model, the right training algorithm to use and a go...

AWS ALB Load Balancer Controller - No eksctl-managed CloudFormation stacks found error

Nov 15, 20203 min read

AWS recently announced the release of AWS ALB Load Balancer, which is the new version for AWS ALB Ingress controller. Following the documentation, you can face the following error: Error: no eksctl-managed CloudFormation stacks found for "<my-cluster...

Classification characteristics & best practices

Sep 8, 20205 min read

In previous posts, we got familiar with different kind of algorithms along with an example to solve a housing cost regression problem: ML Landscape Best practices kicking-off a new Machine Learning Project In this one, we will deep-dive on common b...

Best practices kicking-off a new Machine Learning Project

Jun 19, 20208 min read

Things are really getting exciting now! That's great to start diving into some code, working on real data to solve a real business case. We will be mainly highlighting in this post the key aspects to be cautious about when kicking-off a new machine l...

ML Landscape

May 27, 20208 min read

This post explains what is machine learning, it gives a 360 view of the different ML systems and introduces the main challenges when it comes to creating ML solutions, which is definitely a good place to start with :) Machine Learning is a programmin...

#1. a Machine Learning Journey - Kick-off

May 27, 2020

As a Software Engineer, ML is an area that I have a growing interest for. Nobody can deny how Artificial Intelligence (AI) is now all the rage. Companies are adapting their approaches to solving common software engineering problems, preferring ML sol...