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SAS

Machine Learning Rock Star – the End-to-End Practice

SAS via Coursera Specialization

Overview

Machine learning reinvents industries and runs the world. Harvard Business Review calls it “the most important general-purpose technology of our era.” But while there are so many how-to courses for hands-on techies, there are practically none that also serve the business leadership of machine learning – a striking omission, since success with machine learning relies on a very particular project leadership practice just as much as it relies on adept number crunching. By filling that gap, this course empowers you to generate value with ML. It delivers the end-to-end expertise you need, covering both the core technology and the business-side practice. Why cover both sides? Because both sides need to learn both sides! This includes everyone leading or participating in the deployment of ML. NO HANDS-ON. Rather than a hands-on training, this specialization serves both business leaders and burgeoning data scientists with expansive, holistic coverage. BUT TECHNICAL LEARNERS SHOULD TAKE ANOTHER LOOK. Before jumping straight into the hands-on, as quants are inclined to do, consider one thing: This curriculum provides complementary know-how that all great techies also need to master. WHAT YOU'LL LEARN. How ML works, how to report on its ROI and predictive performance, best practices to lead an ML project, technical tips and tricks, how to avoid the major pitfalls, whether true AI is coming or is just a myth, and the risks to social justice that stem from ML.

Syllabus

Course 1: The Power of Machine Learning: Boost Business, Accumulate Clicks, Fight Fraud, and Deny Deadbeats
- Offered by SAS. It's the age of machine learning. Companies are seizing upon the power of this technology to combat risk, boost sales, cut ... Enroll for free.

Course 2: Launching Machine Learning: Delivering Operational Success with Gold Standard ML Leadership
- Offered by SAS. Machine learning runs the world. It generates predictions for each individual customer, employee, voter, and suspect, and ... Enroll for free.

Course 3: Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls
- Offered by SAS. Machine learning. Your team needs it, your boss demands it, and your career loves it. After all, LinkedIn places it as one ... Enroll for free.

Courses

Taught by

Eric Siegel

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