What does the Data-Driven Decision Making for Emerging Tech Leaders course cover?
Data-Driven Decision Making for Emerging Tech Leaders is covered here in 8 modules: Introduction to Data-Driven Decision Making: Benefits of data-driven decision making, Data Science Fundamentals: Data types and data structures, Machine Learning Essentials: Model evaluation and selection and 5 more. The outline lists 32 specific topics, opening with what is data-driven decision making? and closing with accountability and governance.
How do you approach Data-Driven Decision Making for Emerging Tech Leaders step by step?
The work is sequenced in 8 stages. It starts with Introduction to Data-Driven Decision Making: Benefits of data-driven decision making, moves through Data Science Fundamentals: Data types and data structures and Machine Learning Essentials: Model evaluation and selection, and ends at Ethics and Responsible AI: Bias and fairness in AI, Accountability and governance.
What is in Module 1 of the Data-Driven Decision Making for Emerging Tech Leaders course?
Module 1 is Introduction to Data-Driven Decision Making: Benefits of data-driven decision making. It works through what is data-driven decision making?, benefits of data-driven decision making, challenges of data-driven decision making and 1 more. It sets the vocabulary the remaining 7 modules build on.
How is the Data-Driven Decision Making for Emerging Tech Leaders course delivered?
The Data-Driven Decision Making for Emerging Tech Leaders course is fully self-paced with immediate online access after enrolment. Access does not expire and future updates are included at no cost. It can be taken on any device, and a certificate of completion is issued by The Art of Service when you finish.
How much does the Data-Driven Decision Making for Emerging Tech Leaders course cost?
The Data-Driven Decision Making for Emerging Tech Leaders course is $199 as a one time payment. There is no subscription, no per seat licence and no hidden fee. Enrolment carries a 30 day satisfied or refunded guarantee, so it can be assessed in full before you commit.
Closely related courses: Unlocking Digital Transformation, Digital Transformation Mastery.
More answers: what you get with every course, refund policy, all help answers.
Data-Driven Decision Making for Emerging Tech Leaders: Leveraging AI, Machine Learning, and Data Science for Business Innovation
Course Overview
This comprehensive course is designed to equip emerging tech leaders with the skills and knowledge needed to make data-driven decisions and drive business innovation using AI, machine learning, and data science. Participants will receive a certificate upon completion, issued by The Art of Service.Course Features
- Interactive and engaging learning experience
- Comprehensive curriculum covering 80+ topics
- Personalized learning with expert instructors
- Up-to-date and practical content with real-world applications
- High-quality content with actionable insights
- Hands-on projects and bite-sized lessons
- Lifetime access with flexible learning options
- Mobile-accessible and user-friendly platform
- Community-driven with progress tracking and gamification
Course Outline
Module 1. Introduction to Data-Driven Decision Making: Benefits of data-driven decision making
- What is data-driven decision making?
- Benefits of data-driven decision making
- Challenges of data-driven decision making
- Introduction to AI, machine learning, and data science
Module 2. Data Science Fundamentals: Data types and data structures
- Introduction to data science
- Data types and data structures
- Data visualization and communication
- Statistics and probability for data science
Module 3. Machine Learning Essentials: Model evaluation and selection
- Introduction to machine learning
- Types of machine learning algorithms
- Supervised and unsupervised learning
- Model evaluation and selection
Module 4. AI and Deep Learning: AI applications and use cases
- Introduction to AI and deep learning
- Neural networks and convolutional neural networks
- Recurrent neural networks and long short-term memory
- AI applications and use cases
Module 5: Data-Driven Decision Making with AI and Machine Learning
- Using AI and machine learning for data-driven decision making
- Building and deploying machine learning models
- Integrating AI and machine learning with data science
- Case studies and real-world applications
Module 6. Business Innovation with Data Science and AI: Prototyping and testing
- Introduction to business innovation
- Design thinking and ideation
- Prototyping and testing
- Implementing data-driven innovation
Module 7. Data Storytelling and Communication: Presenting data to stakeholders
- Introduction to data storytelling
- Data visualization best practices
- Communicating insights and recommendations
- Presenting data to stakeholders
Module 8. Ethics and Responsible AI: Bias and fairness in AI, Accountability and governance
- Introduction to ethics and responsible AI
- Bias and fairness in AI
- Explainability and transparency
- Accountability and governance
Certificate and Assessment
Participants will receive a certificate upon completion of the course, issued by The Art of Service. The course includes quizzes, assignments, and a final project to assess understanding and application of the concepts learned.Target Audience
This course is designed for emerging tech leaders, including:- Business analysts and managers
- Data scientists and analysts
- Machine learning engineers and AI practitioners
- Product managers and innovators
- Anyone interested in data-driven decision making and business innovation