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Professional Development and Short Courses

Advanced Machine Learning and Artificial Intelligence

This master class will give participants an understanding of these technologies and apply the knowledge and learning experience to design and develop machine learning techniques specific to real-world datasets. The course also focuses on advanced Machine Learning techniques drawn from the hands-on research experience of the presenters.

Duration: 7 x 1.5 hours live lectures delivering via Microsoft Teams with group discussions and questions.

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Scientific Python for Machine Learning

This master class will give participants with no experience of AI, machine learning and programming, an understanding of these technologies and apply the knowledge and learning experience to design and develop machine learning techniques specific to real-world datasets. The course also focuses on Python as a programming language, one of the most popular options for numeric computations and machine learning.

Duration: 7 x 2 hours live lectures delivered via Microsoft Teams with group discussions and questions.

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Blockchain Technology: Foundations and Applications

In this course, we will provide an in-depth overview of the fundamentals and applications of Blockchain Technology. Starting from the basics of cryptography, we will explore the components of a blockchain and the underlying mechanisms, explaining what a blockchain is, how it works, and how it can build trust and exchange values without involving a third party.

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Data Curation for Interactive Visualisation

Humans and AI applications are producing more data than ever, so it becomes more important to assess the data quality and build good storytelling scenarios by using data visualisation techniques. This masterclass will provide participants with an understanding of these technologies, apply the knowledge and learning experience to design, develop data curation and visualisation techniques specific to real-world datasets.

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Previously run courses:

The Statistical Advisory Service offer training courses designed for those who need to perform data analysis using various statistical software.
https://www.imperial.ac.uk/research-and-innovation/support-for-staff/stats-advice-service/courses/

Mathematics for Machine Learning MOOC

Introduction to Statistics and Data Analysis for Public Health MOOC