Objectives

Understand the essential principles of Machine Learning and its types of algorithms.

Identify data structure extraction and clustering techniques.

Master recommendation systems and their implementation in real projects.

Develop skills for effective data classification.

Acquire in-depth knowledge of neural networks and Deep Learning.

Implement neural networks in Python using Keras and TensorFlow.

Content

Methodology

Entre el material entregado en este curso se adjunta un documento llamado Guía del Alumno dónde aparece un horario de tutorías telefónicas y una dirección de e-mail dónde podrá enviar sus consultas, dudas y ejercicios. La metodología a seguir es ir avanzando a lo largo del itinerario de aprendizaje online, que cuenta con una serie de temas y ejercicios. Para su evaluación, el alumno/a deberá completar todos los ejercicios propuestos en el curso. La titulación será remitida al alumno/a por correo una vez se haya comprobado que ha completado el itinerario de aprendizaje satisfactoriamente.

What does it prepare you for?

This Machine Learning Specialization prepares you to tackle Machine Learning projects. Through a deep understanding of algorithms and advanced techniques, you will be able to design recommendation and classification systems, enabling informed decision making. Upon completion, you will be able to apply Machine Learning and Deep Learning in various industries, contributing to innovative solutions and digital transformation.

Who is it aimed at?

This Machine Learning Specialization is designed for professionals and students with a real interest in Artificial Intelligence, Machine Learning, data science and programming. It is ideal for engineers, data analysts, data scientists and developers who wish to delve deeper into Machine Learning and explore the practical applications of Deep Learning.

Career opportunities

With this Specialization in Machine Learning, you will be able to work as a data scientist, Machine Learning engineer, predictive model developer and recommendation systems specialist. In addition, you will be able to enter into technological, financial and health industries, among others, applying Machine Learning to optimize processes and generate business value.