Unsupervised Learning

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Machine Learning: an overview (Coursera)

The course provides a general overview of the main methods in the machine learning field. Starting from a taxonomy of the different problems that can be solved through machine learning techniques, the course briefly presents some algorithmic solutions, highlighting when they can be successful, but also their limitations. These [...]

Health Data Science Foundation (Coursera)

This course is intended for persons involved in machine learning who are interested in medical applications, or vice versa, medical professionals who are interested in the methods modern computer science has to offer to their field. We will cover health data analysis, different types of neural networks, as well [...]

Unsupervised Learning (Coursera)

May 23rd 2022
Unsupervised Learning (Coursera)
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This course introduces you to one of the main types of Machine Learning: Unsupervised Learning. You will learn how to find insights from data sets that do not have a target or labeled variable. You will learn several clustering and dimension reduction algorithms for unsupervised learning as well as [...]
May 23rd 2022
Course Auditing
33.00 EUR/month

Machine Learning (Coursera)

Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you probably [...]

Unsupervised Algorithms in Machine Learning (Coursera)

May 16th 2022
Unsupervised Algorithms in Machine Learning (Coursera)
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In this course, we will learn selected unsupervised learning methods for dimensionality reduction, clustering, finding latent features, and application cases such as recommender system with hands-on examples of product recommendation algorithms.

Machine Learning for Investment Professionals (Coursera)

May 16th 2022
Machine Learning for Investment Professionals (Coursera)
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This course is uniquely tailored to the needs of investment professionals or those with investment industry knowledge who want to develop a basic, practical understanding of machine learning techniques and how they are used in the investment process. Incorporating real-life case studies, this course covers both the technical and [...]
May 16th 2022
Course Auditing
42.00 EUR/month

AI Applications in Marketing and Finance (Coursera)

May 16th 2022
AI Applications in Marketing and Finance (Coursera)
Course Auditing
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In this course, you will learn about AI-powered applications that can enhance the customer journey and extend the customer lifecycle. You will learn how this AI-powered data can enable you to analyze consumer habits and maximize their potential to target your marketing to the right people. You will also [...]

Applied Data Science for Data Analysts (Coursera)

In this course, you will develop your data science skills while solving real-world problems. You'll work through the data science process to and use unsupervised learning to explore data, engineer and select meaningful features, and solve complex supervised learning problems using tree-based models. You will also learn to apply [...]

Specialized Models: Time Series and Survival Analysis (Coursera)

May 16th 2022
Specialized Models: Time Series and Survival Analysis (Coursera)
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This course introduces you to additional topics in Machine Learning that complement essential tasks, including forecasting and analyzing censored data. You will learn how to find analyze data with a time component and censored data that needs outcome inference. You will learn a few techniques for Time Series Analysis [...]
May 16th 2022
Course Auditing
32.00 EUR/month

Deep Learning and Reinforcement Learning (Coursera)

May 16th 2022
Deep Learning and Reinforcement Learning (Coursera)
Course Auditing
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This course introduces you to two of the most sought-after disciplines in Machine Learning: Deep Learning and Reinforcement Learning. Deep Learning is a subset of Machine Learning that has applications in both Supervised and Unsupervised Learning, and is frequently used to power most of the AI applications that we [...]
May 16th 2022
Course Auditing
32.00 EUR/month