Machine Learning: Algorithms in the Real World

Alberta Machine Intelligence Institute via Coursera Specialization

Coursera Specialization based on 602 ratings

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Overview

Machine Learning: Algorithms in the Real World is an applied course that teaches how machine learning algorithms are implemented in industry settings. Learners study core algorithms such as decision trees, SVMs, k-NN, and ensemble methods, with a focus on real-world datasets and problems in healthcare, finance, and retail. The course includes model evaluation, bias mitigation, and deployment considerations. Ideal for professionals transitioning into ML roles, this course emphasizes practical implementation over theoretical depth, providing learners with the skills to apply...

Syllabus

Course 1: Introduction to Applied Machine Learning- Offered by Alberta Machine Intelligence Institute. This course is for professionals who have heard the buzz around machine learning and want ... Enroll for free.Course 2: Machine Learning Algorithms: Supervised Learning Tip to Tail- Offered by Alberta Machine Intelligence Institute. This course takes you from understanding the fundamentals of a machine learning project. ... Enroll for free.Course 3: Data for Machine Learning- Offered by Alberta Machine Intelligence Institute. This course is all about data and how it is critical to the success of your applied ... Enroll for free.Course 4: Optimizing Machine Learning Performance- Offered by Alberta Machine Intelligence Institute. This course synthesizes everything your have learned in the applied machine learning ... Enroll for free.