This learning path teaches executives and data analytics leaders essential skills in predictive modeling, human-in-the-loop machine learning, AutoML, ROI estimation, and data annotation. Learn to make informed decisions using data, and get practical guidance on deploying, monitoring, and maintaining models. The courses are for executives, senior analysts, and data scientists looking to scale their data skills.
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Plan predictive analytics strategy for business impact.
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Analyze and apply various machine learning techniques.
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Practice data-driven decision-making for ROI optimization.
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Explore human-in-the-loop and AutoML technologies.
Courses
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1
Predictive Analytics Essential Training for Executives1h 47mPredictive Analytics Essential Training for Executives
By: Keith McCormick
Learn how to hire and manage data science professionals and transform your business with effectively deployed advanced analytics.
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2
Executive Guide to Predictive Modeling Strategy at Scale1h 2mExecutive Guide to Predictive Modeling Strategy at Scale
By: Keith McCormick
Scalability is one of the biggest challenges in data science. Learn how to evaluate data, choose the right algorithms, and perform predictive modeling at scale.
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3
Executive Guide to Human-in-the-Loop Machine Learning and Data Annotation1h 2mExecutive Guide to Human-in-the-Loop Machine Learning and Data Annotation
By: Keith McCormick
Explore the core concepts and key skills of human-in-the-loop machine learning, including how to successfully implement and manage a data annotation project.
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4
Executive Guide to AutoML1h 2mExecutive Guide to AutoML
By: Keith McCormick
Learn about AutoML, the opportunities and challenges that arise in attempting to automate machine learning, and how this automation affects your organization.
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5
Predictive Analytics Essential Training: Estimating and Ensuring ROI54mPredictive Analytics Essential Training: Estimating and Ensuring ROI
By: Keith McCormick
Turn predictive analytics into a profit center at your organization. Learn how to measure the return on investment (ROI) and prove the long-term value of your projects.
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6
Data-Driven Decision-Making for Business Professionals59mData-Driven Decision-Making for Business Professionals
By: Jamie Champagne
Learn how to use data to draw out powerful conclusions. This course identifies what you need for smart, data-driven decision-making.
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7
Data Analytics for Business Professionals1h 20mData Analytics for Business Professionals
By: John Johnson
Learn how to apply foundational data concepts and subject matter expertise to assess and validate complex analyses in an AI analytics environment through detailed case studies.
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8
Executive Guide to Deploying, Monitoring, and Maintaining Models57mExecutive Guide to Deploying, Monitoring, and Maintaining Models
By: Keith McCormick
Explore the MLOps portion of deploying, monitoring, and maintaining models for ML projects.
Instructors
Keith McCormick
Creating Value with Profitable Machine Learning Deployment | TEDx and Keynote Speaker | 7x Book Author | AI Strategist & Educator | 1M Learners on LinkedIn Learning | Exploring the Limits of Applied AI
Jamie Champagne
Keynote speaker and surfing strategist | Maximizing technology investments | Enabling teams to maximize the value of what AI can mean for them!