Sofia Varypati

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.

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Predictive Analytics using Machine Learning (edX)

Mar 15th 2022
Predictive Analytics using Machine Learning (edX)
Course Auditing
EdX
EdinburghX
University of Edinburgh
Categories
Data Science
Statistics & Data Analysis
Effort
Advanced
5-12 Weeks
5-10 Hours/Week
Languages
English
English
Predictive Analytics using Machine Learning (edX)
Learn how to build predictive models using machine learning. This course will give you an overview of machine learning-based approaches for predictive modelling, including tree-based techniques, support vector machines, and neural networks using Python.
Predictive Analytics using Python MicroMasters
Predictive Analytics
Machine Learning
Neural Networks
Statistics
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Mar 15th 2022
Course Auditing
EdX
EdinburghX
University of Edinburgh
Data Science
Statistics & Data Analysis
Advanced
5-12 Weeks
5-10 Hours/Week
259.00 EUR
English
English

Statistical Predictive Modelling and Applications (edX)

Jan 18th 2022
Statistical Predictive Modelling and Applications (edX)
Course Auditing
EdX
EdinburghX
University of Edinburgh
Categories
Statistics & Data Analysis
Business
Effort
Advanced
5-12 Weeks
5-10 Hours/Week
Languages
English
English
Statistical Predictive Modelling and Applications (edX)
Learn how to apply statistical modelling techniques to real-world business scenarios using Python. In this course, you will learn three predictive modelling techniques - linear and logistic regression, and naive Bayes - and their applications in real-world scenarios. The first half of the course focuses on linear regression. This [...]
Predictive Analytics using Python MicroMasters
Statistical Modeling
Predictive Modeling
Python
Python Programming
Linear Regression
Logistic Regression
Naive Bayes
View more details
Jan 18th 2022
Course Auditing
EdX
EdinburghX
University of Edinburgh
Statistics & Data Analysis
Business
Advanced
5-12 Weeks
5-10 Hours/Week
259.00 EUR
English
English

Successfully Evaluating Predictive Modelling (edX)

Oct 26th 2021
Successfully Evaluating Predictive Modelling (edX)
Course Auditing
EdX
University of Edinburgh
EdinburghX
Categories
Business
Statistics & Data Analysis
Effort
Advanced
5-12 Weeks
5-10 Hours/Week
Languages
English
English
Successfully Evaluating Predictive Modelling (edX)
Gain an in-depth understanding of evaluation and sampling approaches for effective predictive modelling using Python. A predictive exercise is not finished when a model is built. This course will equip you with essential skills for understanding performance evaluation metrics, using Python, to determine whether a model is performing [...]
Predictive Analytics using Python MicroMasters
Predictive Modeling
Predictive Models
Python
Evaluation
Metrics
Sampling Methods
Resampling Methods
View more details
Oct 26th 2021
Course Auditing
EdX
University of Edinburgh
EdinburghX
Business
Statistics & Data Analysis
Advanced
5-12 Weeks
5-10 Hours/Week
259.00 EUR
English
English