Cognitive Class Courses

Introduction to Containers, Kubernetes, and OpenShift V2

Build and run container images, write YAML deployment files, expose services, and manage apps with Kubernetes using ReplicaSets, auto-scaling, rolling updates, OpenShift and Istio.

• Cognitive Class
• 6 hours
• Self-Paced
• Free Online Course

Build an IoT Blockchain Network for a Supply Chain

Build an IoT blockchain network for a supply chain, connecting devices to a shared ledger that tracks goods as they move between parties.

• Cognitive Class
• 4 hours
• Self-Paced
• Free Online Course

Build Your Own Chatbot

Build and deploy a code-free chatbot with Watson Assistant: create intents, entities and dialogs, use context variables, slots and digressions, then publish to WordPress.

• Cognitive Class
• 4 hours
• Self-Paced
• Free Online Course

Data Science Tools

Get hands-on with data science tools: Jupyter Notebooks, RStudio IDE, GitHub, and Watson Studio, then build and share a notebook with Markdown in the cloud.

• Cognitive Class
• 4 hours
• Self-Paced
• Free Online Course

Spark Fundamentals I

Learn Spark fundamentals: work with RDDs and DataFrames, program applications with SparkContext in Scala and Python, use Spark libraries, and configure, monitor and tune clusters.

• Cognitive Class
• 5 hours
• Self-Paced
• Free Online Course

Building Cloud Native and Multicloud Applications

Learn to build cloud native applications: break monoliths into microservices, deploy containers to Kubernetes and OpenShift, and build CI/CD pipelines for hybrid and multicloud environments.

• Cognitive Class
• 9 hours
• Self-Paced
• Free Online Course

Hadoop 101

Learn Apache Hadoop's architecture and administration: how HDFS stores data, the MapReduce philosophy, adding and removing cluster nodes, and ecosystem tools like Pig, Hive, Sqoop, and Oozie.

• Cognitive Class
• 4 hours
• Self-Paced
• Free Online Course

Data Privacy Fundamentals

Learn privacy through five 2012–2015 data breaches, including Target and Home Depot, plus Canadian privacy laws, PIPEDA, and the 7 Privacy by Design principles.

• Cognitive Class
• 3 hours
• Self-Paced
• Free Online Course

DataOps Methodology

Learn a repeatable, business-oriented DataOps framework for building and deploying analytics and data pipelines, applying data governance and model management practices to deliver trusted enterprise data.

• Cognitive Class
• Self-Paced
• Free Online Course

Exploring Spark's GraphX

Big Data is NoHadoop and NoSQL: examine what Big Data is and how a platform handles variety, velocity, and volume through integrated components and data governance.

• Cognitive Class
• 3 hours
• Self-Paced
• Free Online Course

Robots are coming! Build IoT apps with Watson, Swift, and Node-RED

Build IoT apps for robots using Watson services, Swift, and Node-RED flows.

• Cognitive Class
• 3 hours
• Self-Paced
• Free Online Course

R for Data Science

Learn R fundamentals using movies data: vectors, lists, matrices, data frames, conditionals, functions, classes, debugging, reading CSV, Excel and text files, regular expressions and dates.

• Cognitive Class
• 6 hours
• Self-Paced
• Free Online Course

Building Robots with TJBot

Build and program a TJBot robot.

• Cognitive Class
• 3 hours
• Self-Paced
• Free Online Course

Data Science with Scala

Use Scala with Apache Spark to tackle big data analytics: build Spark machine learning pipelines, fit models, and search for optimal hyperparameters on a cluster.

• Cognitive Class
• 6 hours
• Self-Paced
• Free Online Course

Deep Learning with TensorFlow

Build deep learning models in TensorFlow: linear, nonlinear and logistic regression, convolutional and recurrent networks with LSTM, restricted Boltzmann machines, and autoencoders.

• Cognitive Class
• 3 hours
• Self-Paced
• Free Online Course