1. AI for Business Leaders – Udacity
Rating: 4.6/5
Duration: 4-8 Weeks
Level: Intermediate
Learn the fundamentals of machine learning and AI, including probabilistic reasoning, algorithms, models, and training. Dive into the mathematics behind machine learning models, classification, regression, optimization, and simulation. Explore deep learning applications like predictive modeling, reinforcement learning, and optimization. Build ML model architectures for specific use cases such as chatbots, negotiation engines, and visual classifiers. Gain skills in gathering feedback through surveys and interviews and create a comprehensive ML/AI strategy for your business.
2. AI For Business Specialization – University of Pennsylvania
Rating: 4.7/5
Duration: 4 months (2 hours/week)
Level: Beginner
Learn about AI ethics, governance frameworks, people management in HR functions within ML, effective marketing strategies with data analytics, and personalization. Implement ethical AI strategies and understand the relationship between data analytics, AI, and ML. Get shareable certificates and course materials.
3. Predictive Analytics for Business – Udacity
Rating: 4.7/5
Duration: 3 months
Level: Intermediate
Learn linear regression, data preparation techniques, classification models, A/B testing, and time series forecasting. Apply analytical approaches to solve complex business problems. Develop skills in recommending business strategies based on multiple analytical techniques.
4. IBM AI Foundations for Business Specialization – Coursera
Rating: 4.7/5
Duration: 2 months
Level: Beginner
Learn AI applications, machine learning, deep learning, and neural networks. Gain insights into the societal impact of AI and navigate ethical challenges. Includes a mini project to apply AI knowledge.
5. Data Science for Business Leaders – Udacity
Rating: NA
Duration: 4-8 Weeks
Level: Intermediate
Understand data science in a business context, align data science with strategic objectives, and formulate a robust data strategy. Learn people management for data science professionals and structure a data science organization for optimal performance. Complete a capstone project to prepare a 100-day data plan for a company.
6. AI For Everyone – deeplearning.ai
Rating: 4.8/5
Duration: 6 hours
Level: Beginner
Perfect for complete beginners in AI, learn the basics of AI, machine learning, and deep learning. Taught by Andrew Ng, Co-founder of Coursera and Adjunct Professor at Stanford University.
7. Business Analytics – Udacity
Rating: 4.8/5
Duration: 3 months
Level: Beginner
Learn data visualization, SQL, data analysis, Excel modeling, and more. Analyze real-world business problems and gain insights using business metrics.
8. AI, Business & the Future of Work – Lund University
Rating: 4.6/5
Duration: 11 hours
Level: Beginner
Free to audit a course on Coursera. Understand AI implications in decision-making, analyze data for insights, and make informed decisions.
9. AI Product Manager Nanodegree – Udacity
Rating: 4.3/5
Duration: 2 months
Level: Beginner
Learn AI project management, identify AI business cases, design datasets, and create product prototypes. Includes One-to-One Mentorship.
10. Artificial Intelligence in Marketing – The University of Virginia
Rating: 4.6/5
Duration: 10 hours
Level: Beginner
Explore the basics of AI and its practical applications in marketing. Understand machine learning, deep learning, and data-driven AI strategies.
