Artificial intelligence has the potential to transform organizations, but unlocking real business value from AI requires more than just technology. This course explores the essential strategies that help organizations successfully create value through AI initiatives. It focuses on leadership, culture, data, and talent as the key pillars that drive successful AI adoption.
In this section, we examine how structured project management frameworks reduce AI project failure rates by addressing risks, aligning with business needs, and ensuring accurate value estimation and stakeholder engagement.
涵盖的内容
1个视频5篇阅读材料1个作业
显示有关单元内容的信息
1个视频•总计1分钟
Leading Successful Projects - Overview Video•1分钟
5篇阅读材料•总计45分钟
Introduction•5分钟
AI Project Functions•5分钟
Life Cycle•10分钟
Selecting the Right Development Approach•10分钟
Schedules•15分钟
1个作业•总计10分钟
Project Management in AI Project Leadership•10分钟
Cultivating an AI-Friendly Culture
第 2 单元•小时 后完成
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In this section, we examine how organizational culture shapes AI perception and adoption, emphasizing the need for aligned strategies to foster sustainable AI integration and identity.
涵盖的内容
1个视频6篇阅读材料1个作业
显示有关单元内容的信息
1个视频•总计1分钟
Cultivating an AI-Friendly Culture - Overview Video•1分钟
6篇阅读材料•总计40分钟
Introduction•5分钟
The Depth of an Organisation's Culture•5分钟
The AI-Friendly Culture of AI Achievers•10分钟
The Subculture of Middle Management•5分钟
AI Academy•5分钟
Best Practices for Cultivating an AI Enterprise Culture•10分钟
1个作业•总计10分钟
Building a Culture for AI Success•10分钟
Technology
第 3 单元•小时 后完成
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In this section, we explore hardware and software components for AI pipelines, cloud services for scalability, and tools like TensorFlow and PyTorch for AI development and deployment.
涵盖的内容
1个视频4篇阅读材料1个作业
显示有关单元内容的信息
1个视频•总计1分钟
Technology - Overview Video•1分钟
4篇阅读材料•总计35分钟
Introduction•10分钟
AI Algorithm Management•10分钟
AI Algorithm Development•10分钟
Sanjay Srivastava, Chief Digital Officer at Genpact•5分钟
1个作业•总计10分钟
AI and Machine Learning Fundamentals•10分钟
Data Management
第 4 单元•小时 后完成
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In this section, we examine data life cycle strategies, cost distribution in data management, and secure governance frameworks to enhance AI performance and operational efficiency.
涵盖的内容
1个视频6篇阅读材料1个作业
显示有关单元内容的信息
1个视频•总计1分钟
Data Management - Overview Video•1分钟
6篇阅读材料•总计55分钟
Introduction•10分钟
Data Source Location•10分钟
Data Confidentiality•10分钟
Data Availability•5分钟
Data Storage•10分钟
Data Archiving and Deletion•10分钟
1个作业•总计10分钟
Data Management and AI Integration•10分钟
Talent
第 5 单元•小时 后完成
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In this section, we examine the critical talent requirements for AI value creation, focusing on evolving competencies, role definitions, and the importance of strategic investment in the right skill sets.
We embrace the potential in data and technology. Whether it’s equipping researchers with powerful insights that fuel their work or inspiring our community of learners to drive change in their fields. We’re committed to fast-tracking innovation, unlocking new possibilities, and championing breakthroughs that redefine industries and improve lives.
With a legacy built on trust, our 200 years of experience in publishing allows us to be your partner in shaping a world driven by information, curiosity, and continuous advancement.
When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.