Specialization in Deep Learning in Data Mining

This specialization in Deep Learning in data mining arises as an essential component in the artificial intelligence ecosystem and its current importance. Filling Python's power with the most specialized libraries in this theme such as keras and tensorflow, this training addresses the growing demand for professionals capable of designing, implementing and optimizing neural networks. Starting from the fundamental concepts and addressing the practical application in Data Mining, this training program provides an exhaustive perspective of how the Deep Learning promotes the interpretation and extraction of patterns in large sets of data that allow informed decision making.

- Understand the foundations of deep learning and its implementation in Python. - Distinguish between deep and shallow neuronal networks, understanding their applications. - Master the design and application of perceptrones of one and multiple layers. - Identify and apply learning strategies in multicapa networks. - Explore the KDD process and its relationship with data mining. - Apply Data Mining models and techniques in various areas, such as texts and marketing. - Implement direct propagation algorithms to train deep neural networks.

When completing this specialization in Deep Learning in data mining you will have the necessary preparation to perform crucial roles in the era of artificial intelligence, as a data scientist, in deep learning engineering, data mining analyst, and specialist in artificial intelligence in various sectors such as finance, health, marketing and technology.

This specialization in Deep Learning in data mining prepares you to face complex challenges in data analysis, allowing you to apply Deep Learning techniques effectively. At the end, you will have the capacity to design and train advanced neural networks, implement learning strategies and apply datating mining models in diverse environments that handle massive data.

This specialization in Deep Learning in data mining is designed for computer professionals, data analysts and data scientists who seek to deepen deep learning. In addition, it is ideal for advanced students with previous knowledge in Python and automatic learning.