IBM Courses

Mastering Generative AI for Cybersecurity

5 ratings at edX

Learn how to leverage the power of generative AI in cybersecurity, including UEBA, threat intelligence, phishing, malware, misinformation, deepfakes, and SIEM and SOC tasks.

• edX
• 3 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Networking Basics and Security

6 ratings at edX

Learn the essentials of computer networking and network security. This course provides hands-on experience in securing networks, configuring devices, and applying network security techniques.

• edX
• 5 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning: Deep & Reinforcement Learning

Get started in Reinforcement and Deep Learning! Explore the theory and practice behind neural networks, build deep learning models, and study modern architectures used in today’s AI applications.

• edX
• 2 weeks, 30-31 hours a week
• On-Demand
• Free Online Course (Audit)

Intermediate Back-end Development with Node and Databases

Build RESTful APIs with Node.js and Express, connect to MongoDB, handle errors, and optimize backend performance. Learn cloud-native app deployment and scaling techniques.

• Coursera
• 41 hours
• On-Demand
• Free Online Course (Audit)

Guided Project: Get Started with Cloudant NoSQL Database V2

Quickly gain job-ready skills creating, populating, querying, and managing a cloud-based database using trusted IBM Cloudant. This hands-on guided project is ideal for web developers, database engineers, and others interested in database development.

• edX
• 1 week
• On-Demand
• Free Online Course (Audit)

Intermediate Back-end Development with Node.js & MongoDB

Develop RESTful APIs with Node.js and Express, connect to MongoDB, and learn advanced concepts like authentication, error handling, and scaling for robust server-side applications.

• Coursera
• 19 hours
• On-Demand
• Free Online Course (Audit)

Machine Learning: Regression

This course covers key supervised machine learning topics in regression analysis. You’ll learn to train and test regression models. Ideal for aspiring data scientists and machine learning engineers.

• edX
• 2 weeks, 20-24 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning: Unsupervised Models

This course introduces key unsupervised machine learning techniques and explains how to choose the best algorithm for your data. Learn clustering and dimensionality reduction to find insights in unlabeled data sets.

• edX
• 1 week, 20-24 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning: Classification

This course covers key supervised machine learning (ML) and classification techniques, including logistic regression, decision trees, ensemble methods, and handling unbalanced datasets. Build and evaluate classification models using real-world data.

• edX
• 2 weeks, 30-35 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning: Capstone Project

Demonstrate your machine learning expertise in this IBM Capstone course. Apply Pandas, Scikit-learn, TensorFlow/Keras, and build a real-world course recommender system. Showcase your ML skills through this comprehensive hands-on project.

• edX
• 1 week, 20-24 hours a week
• On-Demand
• Free Online Course (Audit)

Generative AI: Skills & Tools for Educators

Unlock the power of generative AI to create engaging, personalized learning experiences. Learn practical tools, ethical practices, and strategies to revolutionize education, streamline tasks, and enhance student outcomes.

• edX
• 3 weeks, 1-3 hours a week
• On-Demand
• Free Online Course (Audit)

Application Security and Monitoring

Identify vulnerabilities, implement secure practices, and monitor application health. Learn DevSecOps, SAST, OWASP risks, and APM tools to create and maintain secure development environments.

• Coursera
• 7 weeks
• On-Demand
• Free Online Course (Audit)

Vector Database Capstone Project

Implement ChromaDB vector databases for AI recommendation systems through guided and final projects, showcasing your skills in similarity searches and NLP algorithms.

• Coursera
• 4 hours 31 minutes
• On-Demand
• Free Online Course (Audit)

Flutter: Developing Cross-Platform Mobile Apps

Develop cross-platform mobile apps with Flutter. Learn widgets, Dart code, UI design, and testing techniques. Gain skills for planning, implementing, and troubleshooting Flutter applications.

• Coursera
• 17 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Flutter and Dart: Developing iOS, Android, and Mobile Apps

Master Flutter and Dart for cross-platform mobile app development. Build iOS and Android apps, explore widgets, create UIs, and leverage advanced features like plugins and APIs. Gain hands-on experience through practical projects.

• Coursera
• 17 hours 24 minutes
• On-Demand
• Free Online Course (Audit)