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Douglas Trajano
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Published in MLOps.community

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Deploying MLflow in AWS App Runner

AWS launched in May 2021 the AWS App Runner, a fully managed service that makes it easy for developers to quickly deploy containerized web applications and APIs. [1] Unlike AWS Fargate, AWS App Runner has a pricing policy based on requests that your application receives. …

Mlflow

5 min read

Deploying MLflow in AWS App Runner
Deploying MLflow in AWS App Runner

Published in Data Hackers

·Dec 10, 2020

Otimizando seu chatbot com a Anallyticabot

Conheça a Anallyticabot! Uma poderosa aplicação open source que te ajuda a desenvolver e melhorar seu chatbot IBM Watson Assistant. A Anallyticabot é uma aplicação web que aplica técnicas de data science e advanced analytics para ajudar você no desenvolvimento e melhoria do seu chatbot. Um projeto pessoal meu que…

Machine Learning

4 min read

Otimizando seu chatbot com a Anallyticabot
Otimizando seu chatbot com a Anallyticabot

Published in Data Hackers

·Aug 2, 2020

Coletando bananas com Deep Reinforcement Learning

Que negócio é esse de Deep Reinforcement Learning? Como funciona? Do que se alimenta? Veja na sexta, no Globo Reporter (brinks) Neste post vamos ver um agente que utiliza um algoritmo de Deep Reinforcement Learning para aprender quais as bananas ele deve coletar (amarelas) e quais ele não deve coletar…

Deep Learning

5 min read

Coletando bananas com Deep Reinforcement Learning
Coletando bananas com Deep Reinforcement Learning

Published in Analytics Vidhya

·Jul 18, 2020

Training a double-jointed arm with DDPG — Deep Reinforcement Learning

Today we’ll see another powerful Deep Reinforcement Learning algorithm. It’s important that you can know the basics about the Deep Reinforcement Learning, you can see my last article here (Collecting bananas with Deep Reinforcement Learning). Before we start, I’ll share with you something more about Deep Reinforcement Learning. …

Deep Reinforcement

5 min read

Training a double-jointed arm with DDPG — Deep Reinforcement Learning
Training a double-jointed arm with DDPG — Deep Reinforcement Learning

Published in Analytics Vidhya

·May 28, 2020

Collecting bananas with Deep Reinforcement Learning agent

Today, I’m gonna share with you an amazing algorithm that learns from zero (no needs labeled data) to collecting yellow bananas while avoiding blue bananas. It’s very nice, isn’t? Before we talk about the algorithm and the agent, let’s understand how reinforcement learning works.

Deep Learning

5 min read

Collecting bananas with Deep Reinforcement Learning
Collecting bananas with Deep Reinforcement Learning

Oct 6, 2019

IA applied in Credit Risk — Home Credit

This article is part of my last project on Data Scientist nanodegree at Udacity! The Capstone Project challenge us to test all our data science skills that we learned on the program solving real-world problems. I thought a few days about which project I would like to do. Then, I…

Machine Learning

7 min read

IA applied in Credit Risk — Home Credit
IA applied in Credit Risk — Home Credit

Jul 18, 2019

Analysis about Stack Overflow survey

Hi! This is my first post and it’s part of my Data Scientist nanodegree from Udacity! \o/ The objective is choose a dataset and explore insights from that. I choosed a dataset from Stack Overflow’s survey because I understand that it’s has rich information. …

Startup

4 min read

Analysis about Stack Overflow survey
Analysis about Stack Overflow survey

Jul 15, 2019

Análise do Stack Overflow

Olá! Este é meu primeiro post e faz parte da minha formação no Data Science nanodegree da Udacity! O objetivo é escolher um dataset, analisá-lo e gerar insights relevantes sobre o tema escolhido. Escolhi um dataset de uma pesquisa do Stack Overflow por entender que este dataset é rico em…

Data Science

4 min read

Análise do Stack Overflow
Análise do Stack Overflow
Douglas Trajano

Douglas Trajano

Data Scientist and that’s it.

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