Pau Labarta Bajo

3 years ago I struggled to land my first freelance ML engineering contract. Then I discovered this ↓ https://t.co/d6B4hMDTFG

Pau Labarta Bajo

@paulabartabajo_

"An ML model with better offline evaluation metrics is a better model in production." But is it really? 🤔 Here are 4 steps to test if your ML model is better than the one running...

Pau Labarta Bajo

@paulabartabajo_

Looking for effective ways to learn MLOps? Forget theory and get your hands on a real-world problem 🧠 Here is a project you can build (for free) using Python 👩🏽‍💻👨‍💻↓↓↓

Pau Labarta Bajo

@paulabartabajo_

Wanna become a professional data scientist? 👩🏾‍🔬👨‍🔬 One that feels - knowledgeable 🧠 - confident 😎 - and ready to charge well what she knows? 💰 Here is what you should do (spoile...

Pau Labarta Bajo

@paulabartabajo_

Training an ML model inside a Jupyter notebook is something every data scientist knows 🏋️ But do you know how to create a real-world ML service that makes a difference for the com...

Pau Labarta Bajo

@paulabartabajo_

Machine Learning students try more complex ML models when they wanna improve their results. So they miss the elephant in the room 🐘 ↓↓↓

Pau Labarta Bajo

@paulabartabajo_

Wanna learn time-series forecasting? 📈 No more reading blog posts. It is time to forecast for real 😎 Here is a project you can build 👩‍💻🧑🏽‍💻↓

Pau Labarta Bajo

@paulabartabajo_

Wanna land a data science job? Build ONE project that solves ONE real-world problem 🚀 3 steps to find the right problem for you 🤗↓

Pau Labarta Bajo

@paulabartabajo_

Wanna build ML models that generate business value? 📈 You need to think beyond "abstract" evaluation metrics (like mean-squared error or accuracy). Add business metrics to the c...

Pau Labarta Bajo

@paulabartabajo_

Wanna learn MLOps? Stop reading blog posts. Build a prediction service instead 🚀 Here is a project you can build (for free) 👩🏽‍💻👨‍💻↓↓↓

Pau Labarta Bajo

@paulabartabajo_

Stop shooting in the dark 🌑 Start building data science products that SOLVE business problems in the real world 🏗️💰 And this is how you do it ↓

Pau Labarta Bajo

@paulabartabajo_

Junior data scientists are told the problems they need to solve 👶 Senior data scientists find the problems that need to be solved 😎 Here is how they do it ↓↓↓

Pau Labarta Bajo

@paulabartabajo_