Discovering Artificial Intelligence and Machine Learning
(111)
1 hour
Discovery
The School Of
Executive Leadership
Give business leaders without a technical background the knowledge and confidence to run AI, data science, and cloud computing departments strategically. As your company grows, business leaders need to have enough technical insight to be credible. Our leadership training for executives has the right level of rigor to prepare execs to work with experts.
Learning Paths by Job Title
Business leaders need to understand AI to gain a competitive advantage, make strategic decisions, improve customer experiences, leverage data-driven insights, navigate workforce transformations, address ethical considerations, and collaborate effectively with AI experts.
Steps To Become An AI Leader
Step 1
Discovering Artificial Intelligence and Machine Learning(111)
1 hour
Discovery
Skills Covered
Artificial Intelligence Awareness
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AI/ML Fluency5 hours
Fluency
AI For Business Leaders(115)
25 hours
Beginner
Step 3
AI For Business Leaders(115)
25 hours
Beginner
Skills Covered
Machine learning fluency, Beta testing, Machine learning dataset fundamentals, Machine learning system architectures, Machine learning use cases, Product storyboarding, Product proposals, Model performance metrics, AI business context, Dataset annotation, AI fluency, Machine learning experiments, Iterative product design, Overfitting prevention, Deep learning fluency, Reinforcement learning applications, Ethical AI, Agentic AI, Roadmaps, AI ethics, AI Governance, Product management basics, GenAI Use Cases, Building AI Teams, GenAI Models, Generative AI Fluency, Product roadmaps, GenAI Strategy
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A business leader needs to understand data science to harness the power of data, make informed decisions based on data-driven insights, and drive business growth and innovation. Knowledge of data science enables leaders to leverage advanced analytics, identify trends and patterns, optimize processes, and make data-driven strategies that stay ahead of the competition.
Steps To Become A Data Science Leader
Discovering Data Science1 hour
Discovery
Step 1
Discovering Data Science1 hour
Discovery
Skills Covered
Linear regression, Data Science Awareness
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Data Science Fluency6 hours
Fluency
Step 2
Data Science Fluency6 hours
Fluency
Skills Covered
Linear regression, Data science fluency
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Data Science for Business Leaders(73)
25 hours
Beginner
Step 3
Data Science for Business Leaders(73)
25 hours
Beginner
Skills Covered
Data science strategy, Data science business context, Project risk mitigation, Data and data architecture strategy, Project evaluation, Building data science teams, Stakeholder management, Product management basics, Structured problem solving method, Data science use-cases
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A business leader needs to understand cloud computing to leverage its scalability, flexibility, and cost-effectiveness for their organization's IT infrastructure. Knowledge of cloud computing enables leaders to drive digital transformation, streamline operations, enhance collaboration, and leverage cloud-based services to support business growth and agility.
Steps To Become A Cloud Computing Leader
Discovering Cloud Computing1 hour
Discovery
Step 1
Discovering Cloud Computing1 hour
Discovery
Skills Covered
Cloud Computing Awareness, Hybrid cloud
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Cloud Fundamentals Fluency3 hours
Fluency
Step 2
Cloud Fundamentals Fluency3 hours
Fluency
Skills Covered
Hybrid cloud, Cloud computing fluency
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Cloud Computing for Business Leaders19 hours
Beginner
Step 3
Cloud Computing for Business Leaders19 hours
Beginner
Skills Covered
Cloud roi, Cloud product strategy, Cloud solution evaluation, Cloud computing fluency, Cloud migration strategy, Cloud deployment models, Cloud governance strategy, Organizational capability building, Cloud compliance, Cloud cost governance, Organizational skill gap analysis, Cloud computing business context, Cloud security strategy, Cloud product management, Technology gap analysis, Cross-functional collaboration
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A business leader needs to understand cybersecurity to protect their organization's sensitive data, intellectual property, and digital assets from cyber threats and breaches. Knowledge of cybersecurity allows leaders to implement robust security measures, develop incident response plans, mitigate risks, and maintain the trust of customers, partners, and stakeholders in an increasingly connected and digital landscape.
Steps To Become A Cybersecurity Leader
Discovering Cybersecurity1 hour
Discovery
Cybersecurity Foundations Fluency8 hours
Fluency
Cybersecurity for Business Leaders7 hours
Beginner
Step 3
Cybersecurity for Business Leaders7 hours
Beginner
Skills Covered
Social engineering, Cybersecurity regulations and standards, Cybersecurity training strategies, Cybersecurity incident response playbooks, Phishing, Security devices, Basic cybersecurity implementation, Cybersecurity fluency, Threat actors, Cybersecurity risk management, Security risk classification
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A business leader needs to understand digital transformation to stay relevant and competitive in the digital age, where technology is reshaping industries and business models. Knowledge of digital transformation enables leaders to identify opportunities for innovation, optimize operations, enhance customer experiences, and adapt their organizations to the rapidly evolving digital landscape.
Steps To Become A Digital Transformation Leader
Discovering Digital Transformation1 hour
Discovery
Step 1
Discovering Digital Transformation1 hour
Discovery
Skills Covered
Digital Transformation Awareness
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Digital Transformation for Business Leaders7 hours
Intermediate
Step 2
Digital Transformation for Business Leaders7 hours
Intermediate
Skills Covered
Digital transformation strategy, Organizational change management
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Popular Executive Leadership Programs
- AI For Business Leaders
(115)
25 hours
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- Cybersecurity for Business Leaders
7 hours
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- Data Science for Business Leaders
(73)
25 hours
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- Cloud Computing for Business Leaders
19 hours
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- Digital Transformation for Business Leaders
7 hours
Intermediate
Executive Leadership Across Industries
AI for Business Leaders
- Through case study-based leadership training and development, your team will build a foundational technical knowledge of machine learning (ML) and the business applications of artificial intelligence (AI) across industries.
- Executives learn what strategic questions to ask and how to evaluate opportunities to embed ML processes and AI technology into a corporate strategy.
Data Science for Business Leaders
- Teach business leaders how to strategically approach solving the human capital, technological, and management challenges of data science integrations.
- Students gain knowledge in identifying opportunities for data science across many functional areas of the business and learn the tools to prioritize and execute on those opportunities as part of a data science initiative.
Cloud Computing for Business Leaders
- Give business leaders the unique knowledge they need to unlock the value of cloud technologies within their organizations.
- Enable a more cloud-native department to drive growth and create operational efficiencies. Udacity offers leadership training and development programs in AWS, Azure, and hybrid systems.
Cybersecurity for Business Leader
- A business leader needs to understand cybersecurity to protect their organization's sensitive data, intellectual property, and digital assets from cyber threats and breaches.
- Knowledge of cybersecurity allows leaders to implement robust security measures, develop incident response plans, mitigate risks, and maintain the trust of customers, partners, and stakeholders in an increasingly connected and digital landscape.
Programs Co-created With Executive Leadership Leaders.
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