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Data Science Manager @Synergic Partners | Follow me on Twitter (@alfonso_ibanez)

29
Aug
Semi-Supervised Learning… the great unknown
  • Alfonso Ibañez
  • 3400 Views
  • 0 Comment
  • Algoritmos Semisupervisados . Big Data . Machine Learning .

In recent years much progress has been made in solving complex problems thanks to Artificial Intelligence algorithms. These algorithms need a large volume of information to discover and learn, continuously, hidden patterns in the data. However, this is not the way the human mind learns. A person does not require millions of data and multiple iterations to solve a particular problem, since all they need are some examples to solve it. In this context, techniques such as semi-supervised learning or semi-supervised learning are playing an important role nowadays. Within Machine Learning techniques, we can find several well-differentiated approaches (see Figure 1). The supervised algorithms deal with labeled data sets and their objective is to construct predictive models, either classification (estimating…

11
Jan
The Deep Learning Hype
  • Alfonso Ibañez
  • 1757 Views
  • 2 Comments
  • Algoritmos . Big Data . Computación . Data . Data Science . Data Scientists . Deep Learning . Deep Learning Hype . Fiebre Deep Learning . IA . Inteligencia Artificial . Machine Learning . Neural Networks . Redes Neuronales .

In the era of Big Data a day does not pass by without us reading some news about Artificial Intelligence, Machine Learning or Deep Learning, never knowing what they refer to. The "experts" of the sector mix and exchange the terms with all naturalness, and only contribute to their hype. The simple fact of mentioning them catches the attention of investors and convinces them that these techniques have an almost magical power. Machine Learning is a scientific discipline coming from Artificial Intelligence, that studies how systems can be programmed to learn and improve with experience without human intervention. To address this problem, new paradigms emerge daily that allow the discovery of knowledge based on specific data deriving from solid statistical…

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