Artificial Intelligence Courses and Certifications

Career Certificate

Explainable AI (XAI)

87 ratings at Coursera

Develop transparent and trustworthy AI systems for high-risk domains. Master XAI concepts, interpretable machine learning, and advanced explainability techniques through hands-on programming and case studies.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Teaching Impacts of Technology: Data Collection, Use, and Privacy

10 ratings at Coursera

Explore data collection, privacy, and usage in the digital world. Learn about cookies, cryptography, big data, and machine learning. Gain pedagogical techniques for teaching computing concepts effectively.

• Coursera
• 12 hours 56 minutes
• Self-Paced
• Paid Course

Supply Chain Excellence

497 ratings at Coursera

Gain expertise in managing product, information, and financial flows to create efficient supply chains. Learn from Rutgers faculty through lectures, discussions, and live sessions with peers.

• Coursera
• 13 hours 44 minutes
• Self-Paced
• Paid Course

6.S191: Introduction to Deep Learning

4 ratings

A 1-week extensive survey of deep learning methods and applications.

• Independent
• 1 week
• Self-Paced
• Free Online Course

MLOps Tools: MLflow and Hugging Face

68 ratings at Coursera

Explore MLflow and Hugging Face for MLOps, covering model tracking, deployment, fine-tuning, and cloud integration. Gain practical skills in managing ML workflows and creating interactive demos.

• Coursera
• 1 day 1 hour 53 minutes
• Self-Paced
• Paid Course

fast.ai

Practical Deep Learning For Coders

7 ratings

Learn how to get a GPU server online suitable for deep learning— to creating state of the art, highly practical, models for computer vision, natural language processing, and recommendation systems.

• Independent
• 7 weeks, 10 hours a week
• Self-Paced
• Free Online Course

Developing Explainable AI (XAI)

62 ratings at Coursera

Gain skills to develop transparent, trustworthy AI systems using Explainable AI techniques. Learn key concepts, evaluate approaches, and apply XAI to emerging trends like Generative AI.

• Coursera
• 8 hours 41 minutes
• Self-Paced
• Paid Course

MLOps Platforms: Amazon SageMaker and Azure ML

56 ratings at Coursera

Learn to build, train, and deploy ML solutions using Amazon SageMaker and Azure ML. Gain hands-on experience with data engineering, modeling, and MLOps on leading cloud platforms.

• Coursera
• 1 day 7 hours 9 minutes
• Self-Paced
• Paid Course

AI for Brainstorming and Planning

534 ratings at Coursera

Discover how to transform abstract ideas into detailed, actionable plans using Gemini and NotebookLM for efficient brainstorming, project timeline creation, and team collaboration.

• Coursera
• 59 minutes
• Self-Paced
• Paid Course

Career Certificate

Foundations of Probability and Statistics

355 ratings at Coursera

Master probability, statistics, and stochastic processes with direct applications to data science and AI through three comprehensive mathematical foundations.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Kaggle;  Amazon Web Services;  Amazon Career Certificate

Introduction to Machine Learning with Pytorch

5 ratings

Comprehensive introduction to machine learning using PyTorch, covering supervised and unsupervised techniques with hands-on projects for real-world problem-solving and model building.

• Udacity
• 49 hours
• Self-Paced
• Paid Course

Computer Vision Fundamentals with Google Cloud

549 ratings at Coursera

Learn to solve computer vision challenges using Google Cloud, from pre-built ML models to custom CNN classifiers. Hands-on practice with image classification, model optimization, and real-world applications.

• Coursera
• 17 hours 31 minutes
• Self-Paced
• Paid Course

Apply Generative Adversarial Networks (GANs)

548 ratings at Coursera

Explore GANs for data augmentation, privacy, and image translation. Implement Pix2Pix and CycleGAN models to transform images, from satellite views to map routes and horses to zebras.

• Coursera
• 1 day 1 hour 39 minutes
• Self-Paced
• Paid Course

Microsoft Azure Management Tools and Security Solutions

545 ratings at Coursera

Explore Azure's management tools, security solutions, AI services, and IoT capabilities. Learn to choose optimal tools for various scenarios, ensuring secure and efficient cloud deployments.

• Coursera
• 8 hours 34 minutes
• Self-Paced
• Paid Course

Interpretable Machine Learning

30 ratings at Coursera

Develop transparent and trustworthy AI solutions using interpretable machine learning techniques. Master regression models, decision trees, neural networks, and mechanistic interpretability for responsible AI in high-risk domains.

• Coursera
• 13 hours 33 minutes
• Self-Paced
• Paid Course