WHAT YOU WILL LEARN
Determine when and the way machine studying can utilized to unravel issues
Apply human-centered design practices to design AI product experiences that defend privateness and meet moral requirements
Lead machine studying tasks utilizing the info science course of and greatest practices from business
Determine and mitigate privateness and moral dangers in AI tasks
SKILLS YOU WILL GAIN
- Information Science
- Synthetic Intelligence (AI)
- Machine Studying
- Predictive Analytics
- Modeling
- Synthetic Neural Community
- Challenge Administration
- Privateness
- Design Pondering
- Ethics
About this Specialization
Organizations in each business are accelerating their use of synthetic intelligence and machine studying to create revolutionary new merchandise and methods. This requires professionals throughout a spread of capabilities, not simply strictly inside the information science and information engineering groups, to know when and the way AI might be utilized, to talk the language of information and analytics, and to be able to working in cross-functional groups on machine studying tasks.
This Specialization gives a foundational understanding of how machine studying works and when and the way it may be utilized to unravel issues. Learners will construct expertise in making use of the info science course of and business greatest practices to guide machine studying tasks, and develop competency in designing human-centered AI merchandise which guarantee privateness and moral requirements. The programs on this Specialization deal with the instinct behind these applied sciences, with no programming required, and merge idea with sensible data together with greatest practices from business. Professionals and aspiring professionals from a various vary of industries and capabilities, together with product managers and product homeowners, engineering group leaders, executives, analysts and others will discover this program priceless.
Utilized Studying Challenge
Learners will implement three tasks all through the course of this Specialization:
1) In Course 1, you’ll full a hands-on undertaking the place you’ll create a machine studying mannequin to unravel a easy downside (no coding mandatory) and assess your mannequin’s efficiency.
2) In Course 2, you’ll establish and body an issue of curiosity, design a machine studying system which will help clear up it, and start the event of a undertaking plan.
3) In Course 3, you’ll carry out a fundamental person expertise design train in your ML-based answer and analyze the related moral and privateness issues of the undertaking.
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