Adrià Serra – Medium

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Adrià Serra
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Artificial Intelligence in Plain English

Explaining least squares

The basic linear regression model

9 min readOct 19, 2020

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Explaining least squares

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Pinned

Adrià Serra
in
Artificial Intelligence in Plain English

Machine learning project checklist

Structuring Machine Learning Projects

3 min readOct 12, 2020

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Machine learning project checklist

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Adrià Serra

Reinforcement Learning Introduction

Reinforcement learning is learning what to do, and how to map the situations to actions, so as to maximize a numerical reward signal

4 min readAug 19, 2023

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Reinforcement Learning Introduction

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Adrià Serra

Learning Data Engineering in 2023

A basic list of topics and recommended resources in 2023

5 min readJun 27, 2023

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Learning Data Engineering in 2023

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Adrià Serra
in
Towards Dev

Developing APIs with Python and FastAPI

A Practical Guide

5 min readJun 14, 2023

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Developing APIs with Python and FastAPI

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Adrià Serra
in
Towards Dev

MLflow: A Comprehensive Guide for Machine Learning Deployment

One of the most used open-source tools for machine learning model lifecycle analysis and management

6 min readFeb 10, 2023

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MLflow: A Comprehensive Guide for Machine Learning Deployment

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Adrià Serra
in
Towards Dev

Airflow vs Luigi, Orchestrators Comparison

Two of the most common data orchestrator frameworks for python

4 min readFeb 4, 2023

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Airflow vs Luigi, Orchestrators Comparison

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Adrià Serra
in
Artificial Intelligence in Plain English

How I Became a Data Scientist

Books and course recommendations

4 min readJun 30, 2021

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How I Became a Data Scientist

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Adrià Serra
in
DataDrivenInvestor

Separating Hyperplanes for classification

The origins of Deep Learning and Support Vector Machines

4 min readJan 13, 2021

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Separating Hyperplanes for classification

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Adrià Serra
in
DataDrivenInvestor

The basic Methods for classification

Linear methods for classification

10 min readJan 10, 2021

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The basic Methods for classification

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Adrià Serra

Adrià Serra

Data scientst, this account will share my blog post about statistic, probability, machine learning and deep learming. #100daysofML

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