Artificial Intelligence Courses and Certifications

Regression Modeling in Practice

274 ratings at Coursera

Aprenda a aplicar e interpretar modelos de regressão linear e logística, explorando associações entre variáveis, testando hipóteses e avaliando a qualidade dos modelos para análise de dados eficaz.

• Coursera
• 10 hours 44 minutes
• On-Demand
• Free Online Course (Audit)

Nearest Neighbor Collaborative Filtering

304 ratings at Coursera

Learn personalized recommendation techniques using nearest-neighbor algorithms. Explore user-user and item-item collaborative filtering, their variations, benefits, and drawbacks for creating tailored product suggestions.

• Coursera
• 13 hours 5 minutes
• On-Demand
• Free Online Course (Audit)

Developing AI Applications on Azure

973 ratings at Coursera

Explore AI and machine learning concepts, Python tools, and Azure's ML services. Learn to create, train, and deploy models using Azure's cognitive APIs and Machine Learning Service.

• Coursera
• 16 hours 10 minutes
• On-Demand
• Free Online Course (Audit)

Artificial Intelligence in Marketing

243 ratings at Coursera

Explore AI's impact on marketing strategies through algorithms, networks, and data. Learn how businesses leverage AI for competitive advantage, with real-world examples from various industries.

• Coursera
• 10 hours 47 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

AI & Machine Learning

Learn the theories and techniques used by practitioners in the field of artificial intelligence and machine learning.

• Coursera
• On-Demand
• Paid Course

AI for Knowledge Workers

Master essential AI concepts and tools for knowledge work, from machine learning fundamentals to practical applications in creative and analytical tasks. Learn to use ChatGPT and Claude effectively while understanding AI ethics, bias, and workplace integ…

• Coursera
• 9 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

How to Get Into AI

Navigate the dynamic AI field, exploring techniques, applications, and ethical considerations. Gain skills for a rapidly evolving career landscape in artificial intelligence engineering and data science.

• Coursera
• 6 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Recommender Systems: Non-Personalized and Content-Based

644 ratings at Coursera

Explore non-personalized and content-based recommender systems, learning techniques for product associations, demographic-based recommendations, and personalized filtering using user profiles.

• Coursera
• 23 hours 16 minutes
• On-Demand
• Free Online Course (Audit)

Recommender Systems: Evaluation and Metrics

233 ratings at Coursera

Learn to evaluate recommender systems using various metrics, conduct offline and online evaluations, and compare different alternatives for diverse applications and business goals.

• Coursera
• 7 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Matrix Factorization and Advanced Techniques

186 ratings at Coursera

Explore matrix factorization and hybrid techniques for recommender systems, covering dimensionality reduction, algorithm combination, and advanced machine learning methods for powerful recommendations.

• Coursera
• 14 hours 11 minutes
• On-Demand
• Free Online Course (Audit)

Recommender Systems Capstone

29 ratings at Coursera

Comprehensive analysis and design project for recommender systems, applying algorithms and evaluation techniques to a case study. Produce a report documenting analysis, solution, and justification.

• Coursera
• 2 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Mind and Machine

Explore the intersection of human cognition and AI, examining historical developments and current research in cognitive science, machine learning, and related fields.

• Coursera
• 17 weeks, 2 hours a week
• On-Demand
• Paid Course
• 4 courses

What is “the mind” and what is artificial intelligence?

143 ratings at Coursera

In this course, we will explore the history of cognitive science and the way these ideas shape how we think of artificial cognition.

• Coursera
• 7 hours 40 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Artificial Intelligence (AI)

15358 ratings at Coursera

Explore AI fundamentals, applications, and ethical considerations. Learn about machine learning, neural networks, and generative AI. Gain insights into AI's impact on various industries and future career opportunities.

• Coursera
• 13 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

AI in Molecular Imaging

Explore AI applications in molecular imaging, focusing on deep reconstruction techniques and their impact on medical diagnostics and research.

• YouTube
• 19 minutes
• On-Demand
• Free Video