Cognitive Class Courses

Getting started with Microservices with Istio and IBM Cloud Kubernetes Service

Learn about cloud-native technologies, microservices architecture, and Istio for managing and securing services in IBM Cloud Kubernetes Service.

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Text Analytics 101

Learn to extract valuable insights from text data using Information Extraction techniques. Explore applications in social media, healthcare, and finance while gaining hands-on experience with entity, relation, and event extraction.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Mathematical Optimization for Business Problems

Learn mathematical programming fundamentals to model and solve optimization problems using IBM Decision Optimization technology, covering key concepts, techniques, and algorithms.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Machine Learning with R

Dive into machine learning fundamentals using R. Explore supervised and unsupervised learning, statistical modeling, and various algorithms. Gain practical insights through real-life examples and societal impacts.

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Scala 101

Learn Scala for data science: fundamentals, tooling, and advanced features. Ideal for experienced developers looking to enhance their skills in big data and functional programming.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Introduction to Quantum Computing

Explore quantum concepts like superposition and entanglement through hands-on labs, gaining practical insights into this cutting-edge field of computing.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

NoSQL and DBaaS 101

Explore NoSQL databases and Database-as-a-Service offerings, focusing on IBM Cloudant. Learn to create, manage, and query document databases for scalable and flexible application development.

• Cognitive Class
• 2 hours
• On-Demand
• Free Online Course

Reactive Architecture: Introduction to Reactive Systems

Learn core principles of Reactive Architecture, exploring its goals, benefits, and relationship to Reactive Programming. Understand the Actor Model and analyze a real-world case study.

• Cognitive Class
• 5 hours
• On-Demand
• Free Online Course

Kubernetes Operators Advanced

Explore advanced Kubernetes Operators: Golang reconciliation, OLM for deployment and upgrades, and Scorecard for testing. Enhance your skills in creating robust, manageable, and testable operators.

• Cognitive Class
• On-Demand
• Free Online Course

Beyond the Basics: Istio and IBM Cloud Kubernetes Service

Explore Istio's capabilities in managing microservices on Kubernetes, including traffic control, security, and observability. Learn hands-on with the Guestbook app deployment.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Simplifying data pipelines with Apache Kafka

Learn to streamline data pipelines using Apache Kafka. Explore architecture, command-line tools, Java API for producers and consumers, and integration with Kafka Connect and Spark Streaming.

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Controlling Hadoop Jobs using Oozie

Learn to control Hadoop jobs with Oozie, covering workflow components, scheduling, and using a graphical editor to simplify XML coding for efficient job management and automation.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Spark Overview for Scala Analytics

Learn Apache Spark for large-scale data processing using Scala. Covers RDDs, DataFrames, and MLlib for analytics on datasets. Ideal for developers seeking to leverage Spark's powerful ecosystem.

• Cognitive Class
• 8 hours
• On-Demand
• Free Online Course

Reactive Architecture: Building Scalable Systems

Explore techniques for balancing consistency and availability in distributed systems, understanding CAP theorem and scalability laws to build efficient reactive architectures.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Machine learning with Apache SystemML

Learn Apache SystemML for scalable machine learning with R-like and Python-like syntax. Explore optimized runtime plans, hands-on examples, and automatic scalability for increased productivity in ML algorithms.

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course