Applications of Machine Learning

Cardiff University via FutureLearn Program

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Overview

Machine learning lies at the basis of many recent successes in AI, such as self-driving cars and search engines and now, many industries are discovering its benefits. This microcredential from Cardiff University will you understand how machine learning can businesses in many ways from reducing costs and improving customer experience to accelerating innovation. Through guided tutorials, exercises, and labs, youll develop key machine learning skills and gain hands-on experience with its applications. With this knowledge, youll be able to maximise...

Syllabus

Courses under this program: Course 1: Introduction to Machine Learning and Data Preprocessing in Python -This course introduces you to the concept of machine learning and runs through basic data preprocessing in Python. Course 2: Evaluating Machine Learning Methods -Learn how to design and evaluate machine learning experiments and discover the importance of eliminating bias in experiments. Course 3: Linear Models and Support Vector Machines -Discover the traditional machine learning approach: linear machine learning models and theory. Course 4: Neural Networks -This course will you unpack neural networks and explore examples of standard neural network architectures.