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Category : Machine Learning

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Business Intelligence and Machine Learning differences

por Andrés Gonzálezel 31 mayo 2018en Big Data, Data Prediction, Machine Learning No hay comentarios

It’s common for people to ask us what is the difference  between Business Intelligence and Machine Learning. I also asked myself that question when I started in this exciting world of data-based predictions.

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Machine Learning: data-based predictions with BigML

por Andrés Gonzálezel 9 mayo 2018en Big Data, BigML, Data Prediction, english, Machine Learning No hay comentarios

Prediction of churning is one of the best known applications in the field of Machine Learning, Big Data and Data Prediction.

Data-based prediction technologies have been simplified so much that they have been made available not only for big companies, even to those of any size. Tools such as those developed by BigML are bringing Machine Learning closer to companies, but it should not be forgotten that the raw material for any predictive system is data.

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The importance of cleaning, selecting and transforming data

por Andrés Gonzálezel 9 mayo 2018en Big Data, Data Prediction, english, Machine Learning No hay comentarios

When people first see a demo of a Machine Learning product, there is a general feeling that it is something magical. Probably because it is a different way of seeing how computers work. Instead of using closed code, which behaves like a calculator that always throws the same result when the input data is identical, a Machine Learning system works with the patterns it discovers from the data as it’s fed with them. These are dynamic programs that change over time and from which you may not obtain the same results over time even when the input data is the same.

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5 tips to start with Machine Learning in your business

por Andrés Gonzálezel 20 abril 2018en Big Data, english, Machine Learning, Negocio No hay comentarios

In a conference, Danny Lange – Director of Machine Learning at Uber – made clear his opinion: Machine Learning must be taken to every corner of the company. Let’s not forget he led the Machine Learning team at Amazon. Let’s remember that Amazon has taken Machine Learning to all its areas to do interesting things such as predicting the demand for its products, setting their prices, making personalized recommendations, optimizing distribution routes, improving computer vision or detecting fraud. Last year they went a step further and created a cloud platform to bring Machine Learning capabilities to all companies.

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Inteligencia Cognitiva: el poder predictivo de las palabras

por Gerard Reig Grauel 28 marzo 2018en Machine Learning, Negocio, Tecnología No hay comentarios

Recientemente Amazon anunció sus planes de abrir un centro de Investigación y Desarrollo (I+D) en Barcelona dedicado al aprendizaje automático o Machine Learning. El centro se ubicará en el distrito tecnológico del 22@, su apertura será durante el primer semestre del 2018 y se prevé la contratación de más de 100 científicos e ingenieros en los próximos años.

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Basic Machine Learning Concepts

por Andrés Gonzálezel 13 marzo 2018en Big Data, Data Prediction, english, Machine Learning, Negocio No hay comentarios

Machine Learning technologies are making the leap from the academic world and gaining strength in the business one. Nowadays anyone can use them to put their data to work and achieve competitive advantages that until recently, were only available to large companies and institutions.

We have compiled some ideas and basic concepts of Machine Learning

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What is Machine Learning?

por Andrés Gonzálezel 7 marzo 2018en Big Data, Data Prediction, Machine Learning No hay comentarios

Machine Learning is a scientific discipline in the field of Artificial Intelligence that creates systems able to learn automatically. Learning in this context means identifying complex patterns in millions of data. The machine that really learns is an algorithm that reviews the data and is able to predict future behavior. Automatically, also in this context, implies that these systems are improved autonomously over time, without human intervention. Let’s see how it works.

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Las ventajas del Lead Scoring basado en Machine Learning

por Jordi Navarroel 23 agosto 2017en Machine Learning, Negocio, Retail, Tecnología No hay comentarios

El lead scoring se ha convertido una herramienta básica dentro de la estrategia de inbound marketing de cualquier retailer o e-commerce. Nos permite identificar cuáles de nuestros leads son clientes con un mayor Lifetime Value (LTV) potencial.

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How to use Machine Learning to improve your Machine Learning models

por Andrés Gonzálezel 18 enero 2017en BigML, Machine Learning No hay comentarios

Creating a high-performance model is not easy. Efforts are usually focused in selecting the Machine Learning algorithm that best explains the data or in tweaking the algorithm parameters to select those that produce the best results. But I think that the secret for improving a Machine Learning model lies in the previous steps, those where the data is engineered before the learning phase.

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Analítica Avanzada en el Sector Asegurador: Machine Learning

por Alberto López Priorel 9 diciembre 2016en Machine Learning, Negocio, seguros No hay comentarios

Empecemos con una nota de optimismo. La crisis global, la recesión económica de los últimos años, al menos en su manifestación más acentuada, es parte de la historia. En términos generales, es manifiesta la trayectoria de recuperación de las economías avanzadas (si aceptamos este calificativo), así como el crecimiento de las emergentes.

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Últimos artículos

  • Challenge de Visualización de Cuidades con Datos Abiertos – Barcelona
  • Cómo mejorar las operaciones con Machine Learning
  • Business Intelligence and Machine Learning differences
  • Machine Learning: data-based predictions with BigML
  • The importance of cleaning, selecting and transforming data

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amazon aplicaciones predictivas banca Big Data BigData business intelligence Bussiness CAU Churn classification and regression clean company dashboards Data data-driven data mining decision tree dispatching e-commerce ETL feature feature engineering IA Inbound marketing incidencias inteligencia cognitiva Lead Scoring Machine Learning Marketing Automation natural language processing NLP PLN predicciones predict Predictions procesamiento de lenguaje natural Retail select supervised Telcos tendencias de grupo transform tree Turismo Uber

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