Artificial Intelligence considers the business applications of machine learning, and how AI supports the discovery of meaningful patterns in data and adds insights into predicting performance and increasing productivity. Learners explore advanced concepts in machine learning, including details of decision tree algorithms, the QUEST algorithm, and missing data.
The course covers four major topics: first, machine learning and neural networks; second, value creation across the value chain phases and various industry verticals; third, elements of successful artificial intelligence transformation; and fourth, artificial intelligence use cases across retail, electric utilities, manufacturing, healthcare, and education.
max. 8 weeks
Estimated time per week
Data scientists, Analysts, Developers, Software Engineers
What will I learn?
Apply machine learning and neural networks concepts
Measure the value proposition of machine learning across various verticals and value chain phases
Interpret the connection between an organization that operates in both global and domestic environments regarding culture and organizational structure
Apply neural networks and convolutional neural networks used for image recognition
Implement the Python ML ecosystem as a common ML standard
Analyze patterns in massive data sets using popular algorithms such as decision trees, clustering, and regression analysis
Apply TensorFlow as one of the key machine learning algorithms to develop various models
Develop a roadmap for artificial intelligence implementation across the value chain phases of different verticals
How will I learn?
What support will I receive?
When you have a dedicated team on your side, you'll never be alone studying at Nexford. Hailing from many different countries and with online education expertise, our faculty provides you world-class support. Ask them questions during one-to-one office hours or live chat , email them any time, and get individual feedback on your assessments.
Whilst you’re learning, you’ll also have full access to the Nexford online library, which includes access to millions of full-text articles, industry reports and key sources such as the Wall Street Journal, the Financial Times and The Economist.
LinkedIn Learning: unlimited access with Nexford
Support your Nexford goals with access to LinkedIn Learning during your program, at no additional cost. Explore the learning hub of the globe’s biggest professional networking platform to:
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- Show off your skills: earn a certificate when you complete a course
- See what’s trending: LinkedIn Learning adds 25 new courses each week
- Tailor your learning: choose relevant courses based on your experience, LinkedIn profile and goals
- Test what you’ve learned: use LinkedIn Learning assessments