Early bird discount*
Early bird discount*
25, Madrid 28037
Start date: Oct.
End date: July
Group A: Tuesday and Thursday
Group B: Friday and Saturday
A programme for future IoT directors in big companies and startups. Practical command of the complete IoT cycle, from data capturing to value generation through predictive models in IoT, machine learning and deep learning.
Extensive and thorough study of every element, technology and use case within the IoT technological framework through application of real practical examples so students are able to develop IoT projects.
Value creation through the application of modelling techniques, predictive analysis and AI to big volumes of data.
A practical vision of an IoT solution’s architecture and its main elements: platforms, ingestion and data management models, security, Blockchain.
A practical approach to object sensorisation, management and connectivity. Prototyping and concept tests of IoT solutions in different frameworks.
Python as a framework for Data Science: notebook development, use of pandas, NumPy, Matplotlib, structured (CSV, REST, HSQL, Logs) and non-structured (Web, Spark, Cassandra) data processing sources.
Data preprocessing techniques: filter application, data anonymisation, attribute selection, sampling a dimensionality reduction. Data visualisation with Python as communication tool, analysis and preprocessing. Most frequent visualisation models by type of application.
Introduction to temporary series analysis, review of the best algorithms available. Anomaly detection, use case development and series prediction.
Definition, reach and potential of AI. Presentation, frequent uses and practical application of main machine learning algorithms.
Desgin and implementation of neural networks, Tensorflow.
Data management reference structures and adoption models for optimal ingestion, storage and preprocessing. Streaming and real time processing.
Definition and reach of a platform’s functions inside an IoT solution. Device connection, personalisation, application development, management of multiple systems.
Introduction to mechanisms that provide IoT environments with security: encryption mechanisms, authentication, intruder detection…
Practical learning of blockchain and its basis. Revision of some of its applications: bitcoin, Ethereum, Smart Contracts, IOTA.
Revision of metamodels and use cases for different industries and businesses. Practical sessions with real cases from IoT startups.
Selection of relevant data and data capture system dimensioning. Sensorisation and intelligence of objects and introduction to smart object management process.
Main components of sensorisation, objects and their transformation into smart objects (sensors, plaques, micro-controllers). Development of IoT concept tests and smart object modelling with 3D printing.
Object connectivity, revision and practical application of main standards (NB, LoWPan, BT, Wifi, Radio) and communication protocols (MQTT, HTTP, XMPP9).
Practical resolution of specific use cases of each of the IoT verticals: Smart Cities, Smart Homes, Industrial IoT, Smart Health, underlining the particularities of each test environment and their impact on the design of the IoT solution.
We believe in meritocracy and think resources should never be an obstacle. We provide scholarships of up to 50% of tuition fees, just send us your CV and presentation letter to email@example.com.
We’re proud to support women in tech and are offering a 10% discount to reduce the gender gap. Let’s increase female representation through education, mentorship and community. (This discount cannot be combined with early bird discount.)
Bring your friends to study with you! For every friend that joins the course, you can get 10% off your tuition fees, which can be deducted from your total cost or shared with your friend.
At MIOTI, we want to help you access our programs with ease, through flexible and fast financing options. We offer different types of financing thanks to our partners. Contact us at firstname.lastname@example.org to find out more about the alternatives we offer.
We are the first educational institution in Spain to accept bitcoin as payment for tuition. We believe in the future, so we’re helping to build it. Through a payment app we’ll be launching soon, we will accept payments made with the main tokens on the market.