Artificial Intelligence /ML

IBM Top-Level Developer Training Link

More than 100 open source projects, a library of knowledge resources, developer advocates ready to help, and a global community of developers.

Getting started with machine learning

Provides an overview article and 4 courses about Machine Learning.

Getting started with IBM Cloud Pak for Data

Provides an introduction article on IBM Cloud Pak for Data and then 6 tutorials on how to use it.  

Getting started with Watson Open Scale

Provides several readings about trusted AI and then a tutorial. 

Cognitive class.ai courses

Cognitive Class is a website that provides classes using a virtual lab environment that enables users to practice what they learn.

Python for Data Science

An introduction to Python specifically for data scientists.

Data Science Tools

An introduction to some of the most popular tools such as Jupyter Notebooks, RStudio IDE, Watson Studio, and more.

R-101

An introduction to the R programming language, a powerful language for data analysis and visualization.

Deep Learning Fundamentals

A simplified explanation of one of the hottest topics in machine learning today.

Deep Learning with Tensorflow

Learn one of the best libraries to implement deep learning.

Accelerated Deep Learning with GPU

In this course you'll learn how to use GPU hardware to speed up training with large datasets.

IBM Watson Product Basics

Watson Studio Essentials (IBM Watson Studio Essentials badge)

Provides a basic understanding of Watson Studio, IBM's tool suite for Machine Learning development.

IBM Watson Machine Learning Essentials (IBM Watson Machine Learning Essentials badge)

Provides a basic understanding of developing different machine learning models.

 

Watson OpenScale Foundations (Watson OpenScale Foundations badge)

Learn how OpenScale can be used to provide trust and transparency in your AI solutions.

Watson Discovery Service Foundation (Watson Discovery Service Foundations badge)

Provides a foundational understanding of the Watson Discovery Service for Natural Language Processing of your text corpus.

Watson Assistant Foundation (Watson Assistant Foundations badge)

Provides a foundational understanding of the Watson Assistant Service, used to create Chat-bots.

Coursera courses (Fee)

Coursera hosts many AI and ML courses. The ones below are provided by IBM.

IBM Data Science Certification (Beginner)

Kickstart your Career in Data Science and ML.  Master data science, learn Python and SQL, analyze & visualize data, build machine learning models.

Advanced Data Science with IBM Specialization

Become an IBM-approved Expert in Data Science, Machine Learning and Artificial Intelligence.

IBM Applied AI Professional Certification (Beginner)

This Professional Certification is designed to arm you with the skills to work as an AI Application Developer.

IBM AI Engineering Professional Certificate

This 6 course Professional Certification will give you a practical understanding of Machine Learning and Deep Learning.

IBM Cloud

IBM Cloud Learn Hub

Education about cloud topics, technologies, and strategies.  Learn about Public cloud, Virtual Private Cloud (VPC), PaaS, Microservices, IaaS, App modernization, hybrid multicloud, and more at this jumping off point.

Get started on IBM Cloud

From Mastering the basics to Jump-start your cloud journey. Get the basics down before you explore more advanced solutions.  Then you can Advance your skills and Go beyond the basics to build, deploy and scale apps for AI, IoT, data and mobile.

IBM Cloud Paks

IBM Cloud Pak for Data

This learning path is designed for anyone interested in quickly getting up to speed with patterns that explain the process of working with data using IBM Cloud Pak for Data.

IBM Cloud Pak for Integration

Connect your applications and data across multiple clouds.Set up the appropriate organizational models and governance practices to support agile integration, simplify the management of your integration architecture and reduce cost.

IBM Cloud Pak for Multicloud Management

This link is mostly high-level overview information about ICP4MCM highlights, features, capabilities, and a video.The IBM Cloud Pak™ for Multicloud Management, running on Red Hat® OpenShift® Container Platform, provides consistent visibility, governance and automation from on premises to the edge.

IBM Cloud Pak for Security

This link is not eLearning - It is mostly high-level overview information about ICP4Security highlights, features and capabilities. Integrate security tools to gain insights into threats across hybrid, multicloud environments.

IBM Cloud Pak for Application

IBM Cloud Pak for Applications video series

In this video series, technical architect Chris Bailey explains how IBM Cloud Pak for Applications eases digital transformation for enterprise developers by modernizing existing applications with cloud native microservices.

Developer’s guide to IBM Cloud Pak for Applications

The following resources give developers the tools they need to start developing with IBM Cloud Pak for Applications.

Solution architect’s guide to IBM Cloud Pak for Applications

Solution architects can ensure their company's technology standards and policies are included in applications built using Appsody stacks.

Build a cloud-native microservices application in Java

Understand cloud-native concepts provided by Kubernetes and Istio, and learn how to write microservices with Java EE and Eclipse MicroProfile.

IBM Cloud Pak for Automation

Cloud Pak for Automation: Videos, Demos, and Hands-On Labs

Design, build and run automation applications and services on any cloud using pre-integrated automation technologies and low-code tools. Cloud Pak is the latest deployment option of the IBM Automation Platform for Digital Business.

IBM Cloud Pak for Automation

Build and run automation applications.  Design, build and run automation applications and services anywhere, on the cloud of your choice. On any cloud, using pre-integrated automation technologies and low-code tools. 

IBM Cloud Pak for Automation - Developer (Badge)

The badge earner understands the capabilities delivered by IBM Cloud Pak for Automation, and has gained the developer skills needed to create applications using the components comprising Cloud Pak for Automation on Red Hat OpenShift.

IBM Cloud Pak for Automation - Architect (Badge)

The badge earner understands the capabilities and has gained the architect level skills needed to design and architect applications using the components comprising Cloud Pak for Automation on Red Hat OpenShift.

Quantum

Additional IBM client education in development and will be available soon. There is a wealth of Quantum information available at: Quantum computing

For hands-on experimentation with quantum computing, please access the information below.
Experience hands on Quantum with Qiskit in IBM Quantum Experience

 

Red Hat

Red Hat Partner Portal

Learning modules and Paths accessible from here.

Red Hat OpenShift

Learn OpenShift (Hands-on) - Recommend learning container and kubernetes fundamentals first.

Red Hat OpenShift

OpenShift on IBM Cloud.

Red Hat Website Courses and Links

OpenShift

*Note this is a 12-hour course, for delivery and sales engineer level; probably a better post-workshop course

Ansible

        * Note this is an 8-hour course, for delivery and sales engineer level; probably a better post-workshop course

Runtimes/Languages

Programming with Node.js on IBM Cloud

Getting Started Tutorial (Hands-on)

The following tutorial walks you through the steps to build, run locally, and deploy a Node.js app by using IBM Cloud provided tools.

 

Overview of Node.js Learning Path

Get a high-level overview of our Node.js tutorial series.

Build a cloud-ready Express.js application on IBM Cloud

Containerize your app with Kubernetes and deploy to IBM Cloud.

Programming with Python on IBM Cloud

Getting Started Tutorial (Hands-on).

Programming with Java

Learn Java language basics, and master the constructs for building and deploying real-world applications.