About this Course

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Beginner Level

Accessible to business-side learners yet also vital to techies. Engage in the commercial use of ML – whether you're an enterprise leader or a quant.

Approx. 17 hours to complete
English

What you will learn

  • Participate in the application of machine learning, helping select between and evaluate technical approaches

  • Interpret a predictive model for a manager or executive, explaining how it works and how well it predicts

  • Circumvent the most common technical pitfalls of machine learning

  • Screen a predictive model for bias against protected classes – aka AI ethics

Skills you will gain

Data ScienceArtificial Intelligence (AI)Machine LearningPredictive AnalyticsMachine Learning (ML) Algorithms
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Beginner Level

Accessible to business-side learners yet also vital to techies. Engage in the commercial use of ML – whether you're an enterprise leader or a quant.

Approx. 17 hours to complete
English

Offered by

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SAS

Syllabus - What you will learn from this course

Week
1

Week 1

5 hours to complete

MODULE 1 - The Foundational Underpinnings of Machine Learning

5 hours to complete
10 videos (Total 83 min), 6 readings, 12 quizzes
Week
2

Week 2

3 hours to complete

MODULE 2 - Standard, Go-To Machine Learning Methods

3 hours to complete
12 videos (Total 107 min), 1 reading, 12 quizzes
Week
3

Week 3

5 hours to complete

MODULE 3 - Advanced Methods, Comparing Methods, & Modeling Software

5 hours to complete
16 videos (Total 162 min), 2 readings, 15 quizzes
Week
4

Week 4

4 hours to complete

MODULE 4 – Pitfalls, Bias, and Conclusions

4 hours to complete
7 videos (Total 76 min), 8 readings, 8 quizzes

Reviews

TOP REVIEWS FROM MACHINE LEARNING UNDER THE HOOD: THE TECHNICAL TIPS, TRICKS, AND PITFALLS

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

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

Frequently Asked Questions

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