Barcelona Data Science Summer School
Curso
En Barcelona
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Te ayudará a comparar y elegir el mejor curso para ti y a financiar tu matrícula en cómodos plazos.
-
IEBS
Master Online6.700 € -
ISEB - Instituto Superior Europeo de Barcelona
Master Online2.400 € 11.400 € -
INESEM Business School
Master Online1.895 € 2.460 € -
MasterD Escuelas Profesionales
Master OnlinePrecio a consultar -
ESNECA BUSINESS SCHOOL
Master Online890 € 1.780 € -
Escuela MUSK
Curso OnlinePrecio a consultar -
Instituto Tecnológico de MasterD
Master OnlinePrecio a consultar
Descripción
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Tipología
Curso
-
Lugar
Barcelona
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Inicio
Julio
The main aim of the Data Science Summer School is to introduce participants to some of the tools and methods of Data Science.
The course will provide:
- A hands-on training on data warehousing, computing and computational machine learning.
- A good introduction to Machine Learning for Recommender Systems
- An introduction to some modern topics in Machine Learning, e.g Deep Learning.
Instalaciones y fechas
Ubicación
Inicio
Inicio
Opiniones
Materias
- Data science
- Data Science toolbox
- Python
- Pandas
- Numpy through case studies
- SQL
- Data extraction
- Machine Learning and packages
- Collaborative filtering
- Matrix Factorization
Temario
This will be a hands-on session where a range of tools commonly used in Data Science will be introduced.
- Introduction to Python for Machine Learning & tools for Data, Pandas, scikit-learn, numpy through case studies
- Basic SQL (interfaces to R, Python, data extraction etc.)
- Introduction to R for Machine Learning and packages such as dplyr, tidyr, reshape2, ggplot2, through case studies
- Memory based collaborative filtering
- Model-based collaborative Filtering, Matrix Factorization, Restricted Boltzmann Machines
- Context-aware collaborative Filtering, Tensor Factorization, Factorization Machines
- Learning to Rank for Collaborative Filtering
- Diversification
- Content-based recommendations
- Unsupervised Learning, k-means clustering, spectral methods, hierarchical clustering
- Gradient Boosted Models
- Deep Neural Networks, from Logistic Regression to Deep Belief Networks
- Convolutional Neural Networks
- Recurrent Neural Networks
¿Necesitas un coach de formación?
Te ayudará a comparar y elegir el mejor curso para ti y a financiar tu matrícula en cómodos plazos.
Barcelona Data Science Summer School
-
IEBS
Master Online6.700 € -
ISEB - Instituto Superior Europeo de Barcelona
Master Online2.400 € 11.400 € -
INESEM Business School
Master Online1.895 € 2.460 € -
MasterD Escuelas Profesionales
Master OnlinePrecio a consultar -
ESNECA BUSINESS SCHOOL
Master Online890 € 1.780 € -
Escuela MUSK
Curso OnlinePrecio a consultar -
Instituto Tecnológico de MasterD
Master OnlinePrecio a consultar