How did I pass in 4 google certifications in one month?

This past month I took the google associated, professional, architect, and machine learning engineer certifications, this post will be about some tips I can share with you guys.

First I gotta say there is no magic or shortcut, you…


The data field is relatively new, and I still feel that a lot of people that are trying to break into the field have a lot of doubts about what each role does exactly.

So to explain what a machine learning engineering does I’ll need to explain the other two…


Data Fusion is a google cloud solution for building data pipelines without any code, although the solution has some limitations (so far) when used together with Cloud Composer becomes a really powerfull tool to build data lakes.

Let’s start talking about the problems with Data Fusion:

So for me the biggest limitation that I found with Data Fusion is…


If you are in the Data world, the sentence you gonna hear the most is always, 90% is data and 10% is model, but when you starting looking at tutorials on the internet 99% are about models, I’ve seen several data scientist that known how to make a great…


I know that for the most experienced data scientists this question is all old as data science itself, but for beginners this is a real issue, so let’s begin the fight! 👊

In the beginning when there was no data science as we know today, statisticians started using R…


It’s normal at the beginning of the Data Science journey you start studying some real basic stuff like housing price trends, and then you study a little bit of time series and after that you go straight into computer vision and some other really hard stuff.

So far as…


So if you are going to take the Tensorflow certificate exam, the first thing you gotta do is to prepare the enviroment as said in the handbook, believe or not I lost quite some time doing this especially because I wasn’t used to use Pycharm -anaconda for life-.

Here is…


Semana passada eu fiz posts 1, 2 e 3 sobre visão computacional e como elas funcionam, entretanto refletindo faltou falar sobre uma função super importante para ConvNets, que é transfer learning.

Em visão computacional o grande desafio é encontrar grandes datasets com imagens corretamente identificadas, já houve algumas tentativas de…


Neste post irei focar no código que é usado para criar uma ConvNet, caso sobre queria saber mais detalhes sobre o assunto, recomendo irem no post 1 e post 2 onde eu explico os conceitos do que está sendo feito aqui.

Para realizar esse exemplo, eu peguei uma competição do…


Essa semana concluí uma especialização em visão computacional e reparei que grande parte dos conteúdos que estudei eram em inglês. Há um gap muito grande de conteúdos em nosso idioma e para tentar ajudar nessa produção de conteúdo nacional, vou contar sobre o meu aprendizado neste curso feito pela deeplearning.ai.

Henrique Peixoto Machado

Data scientist certified by google as a Tensorflow developer and also trying to be a intergalactic hitchhiker.

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store