Machine Learning For Humans

Course Description & Learning Outcomes

The course breaks down complex data processes and machine learning techniques / models through the visual power of animation, motion graphics, and storytelling. The course is presented and explained by experienced data scientists. They will share the concepts used when designing machine learning models for real-world problems. You will complete scenario-based assessments to ensure that you understand and can apply the techniques taught in the modules. This online course comprises 8 chapters with 20 modules, covering topics like how to conduct a machine learning project from start to finish to basic machine learning techniques. The concept within each module is delivered through an engaging visual presentation using animation and motion graphics, delivered by experienced data scientists. By the end of this course, you will be able to: - Grasp the complexities of big data generated by people and systems - Learn the data requirements of a problem space - Discover the steps to conduct a machine learning project from start to finish - Recognise 10 basic machine learning techniques - Apply appropriate machine learning techniques for different types of business problems - Understand how to work effectively with a data expert to implement a machine learning solution - Comprehend the ethical considerations when implementing a machine learning solution As this is an asynchronous learning, it allows you to start at any time, learn on your own schedule, within a certain timeframe. Lectures, readings, and other learning materials can be accessed and completed at any time during a given period. You are not required to install any software on their computer for this course.