Sofia has more than 5 years of working experience in the field of data and predictive analytics. She has worked in the banking industry for the last 4 years on several projects, such as pricing of products, customer segmentation, risk modelling and financial analytics. Sofia’s academic background includes a BSc/MSc in Applied Mathematics and Physics, as well as an MSc in Operational Research and Computational Optimisation from the University of Edinburgh.
EdX
Discover how to harness the potential of your data with our comprehensive Predictive Analytics using Machine Learning course on edX. This course will equip you with essential skills in machine learning techniques, enabling you to construct precise predictive models that can transform your approach to problem-solving and decision-making processes.
EdX
Discover the power of statistical modeling in predicting outcomes with our online course. Gain expertise in linear and logistic regression, naive Bayes, and apply these techniques to solve real-world business problems using Python.
EdX
Dive deep into the world of predictive modelling with this expert-led course. You'll learn essential techniques for evaluating and sampling predictive models, all while mastering the use of Python as a powerful tool in assessing model adequacy. Whether you're new to the field or looking to refine your skills, this course will provide you with a solid foundation in understanding performance evaluation metrics.