Applied AI from Scratch
Corso
A Milano
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Descrizione
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Tipologia
Corso
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Luogo
Milano
This is a 4 day course introducing AI and it's application. There is an option to have an additional day to undertake an AI project on completion of this course.
Sedi e date
Luogo
Inizio del corso
Inizio del corso
Profilo del corso
There are no specific requirements needed to attend this course.
Opinioni
Programma
Supervised learning: classification and regression
- Bias-variance trade off
- Logistic regression as a classifier
- Measuring classifier performance
- Support vector machines
- Neural networks
- Random forests
- principal component analysis
- autoencoders
- convolutional neural networks for image analysis
- recurrent neural networks for time-structured data
- the long short-term memory cell
- image analysis
- forecasting complex financial series, such as stock prices,
- complex pattern recognition
- natural language processing
- recommender systems
- TensorFlow, Theano, Caffe and Keras
- AI at scale with Apache Spark: Mlib
- overfitting
- biases in observational data
- missing data
- neural network poisoning
Hai bisogno di un coach per la formazione?
Ti aiuterà a confrontare vari corsi e trovare l'offerta formativa più conveniente.
Applied AI from Scratch