Building AI Products: Understanding the Workflow Professional Certificate by LinkedIn Learning

Overview

Enterprise AI is transforming how businesses and technical teams operate, but successful implementation requires more than just technical knowledge. These courses teach technical decision-makers how to effectively build and deploy AI products in enterprise environments.

You'll obtain the knowledge needed to lead successful enterprise AI product development, from conception to deployment. Tune in, pass the final exam, and earn your certificate.Plan enterprise AI initiatives from start to finish.Analyze AI platforms against business requirements.Identify security risks and compliance for AI products.Create measurement frameworks for AI product performance.

Syllabus

• Introduction to AI in Enterprise Environments
Overview of AI in business
Key challenges and opportunities
• Planning Enterprise AI Initiatives
Identifying business needs and opportunities for AI
Building a strategic AI roadmap
Setting realistic AI project goals
• AI Product Development Lifecycle
Ideation and concept development
Prototyping and design thinking
Agile methods in AI product development
• Evaluating AI Platforms
Criteria for selecting AI platforms
Comparing AI tools and technologies
Aligning platforms with business requirements
• Data Management for AI Products
Data collection, processing, and storage
Ensuring data quality and integrity
Data privacy and compliance considerations
• AI Security and Compliance
Identifying security risks in AI systems
Regulatory and compliance requirements
Implementing security measures and best practices
• Deployment of AI Products
Transitioning from development to production
Continuous integration and delivery for AI
Monitoring and managing AI models in production
• Measuring AI Product Performance
Creating performance measurement frameworks
Key performance indicators for AI products
Analyzing and interpreting AI product data
• Leadership and Team Management in AI Initiatives
Building and managing AI teams
Encouraging collaboration and communication
Leading change in enterprise AI adoption
• Final Exam and Certification
Exam preparation and review
Certification requirements and process
Continuing education and professional development
• Conclusion and Future of AI in Enterprises
Emerging trends and technologies
Identifying future AI opportunities in business

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Taught by

Dr. Isil Berkun, Denys Linkov and Reet K.

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Subjects

Computer Science