Project approach for a Machine Learning project

The project approach is defined by the lifecycle of the solution, and here I will focused just on the machine learning side of the project (other sections as infrastructure, education, operations…) will not be reviewed here. What is the lifecycle of a Machine Learning solution? The lifecycle is sequential and in reality is can be … Read more

Considerations for the project scope of a Machine Learning project

Let’s start with the basic questions What is the business problem to be solved? What is the situation AS-IS? What are the current pain points you are facing? How are you attending these pain points? Are the causes of the problem identified? What is the problem impact? What is the desired situation TO-BE? What are … Read more

Machine Learning project: Agile or Waterfall approach?

This question is so easy: agile approach. Why? Because it recognizes that the construction of the solution requires different loops. Reason 1: ML models change overtime Machine Learning projects are supported on ML models, and models change overtime. Why do a model change overtime? A model change overtime because the data used to train the … Read more

Being a project manager

I do not why, but sometimes I feel identified with this meme. Being a Project Manager is easy, it’s like riding a bike. Except the bike is on fire, you’re on fire, everything is on fire and you’re in hell

PMP Certification

I passed my PMP exam this month. I read the PMBoK, I did the virtual led training courses offered by the company I work and I did a lot of exams, reviewing concepts and learning the details of the exam reviewing answers and explanations. There is a good bunch of exams on the internet, and … Read more