Computer and other gear
Computer and other gear (source: Skitterphoto via Pixabay)

Learn new topics and refine your skills with more than 170 new live online training courses we opened up for March and April on the O'Reilly online learning platform.

AI and machine learning

Spotlight on Innovation: Succeeding with Machine Learning with Alex Jaimes, February 13

Hands-On Adversarial Machine Learning, February 25

Probabilistic Modeling With TensorFlow Probability, February 27

Deep Learning Fundamentals, March 5

An Introduction to Amazon Machine Learning on AWS, March 6-7

Natural Language Processing (NLP) from Scratch, March 11

Deep Reinforcement Learning, March 12

Sentiment Analysis for Chatbots in Python, March 13

Hands-on Machine Learning with Python: Classification and Regression, March 13

TensorFlow Extended: Data Validation and Transform, March 14

Hands-On Machine Learning with Python: Clustering, Dimension Reduction, and Time Series Analysis, March 14

Building a Robust Machine Learning Pipeline, March 14-15

Machine Learning in Practice, March 19

TensorFlow Extended: Model Build, Analysis, and Serving, March 20

Artificial Intelligence: An Overview of AI and Machine Learning, March 20

Machine Learning for IoT , March 20

Next Generation Decision Making: Pragmatic Artificial Intelligence, March 20-21

Getting Started with Machine Learning, March 21

Artificial Intelligence for Robotics, March 21-22

Beginning Machine Learning with PyTorch, March 25

Artificial Intelligence: Real-World Applications, March 28

Active Learning, April 9

Hands On Adversarial Machine Learning, April 11

Practical Deep Learning with PyTorch, April 11-12

Blockchain

Introducing Blockchain, March 8

Building Smart Contracts on the Blockchain, March 21-22

IBM Blockchain Platform as a Service, March 25-26

Understanding Hyperledger Fabric Blockchain, March 28-29

Blockchain for Enterprise, April 1

Business

Innovative Teams, March 11

Fundamentals of Cognitive Biases, March 11

Artificial Intelligence: AI For Business, March 12

Business Strategy Fundamentals, March 13

The Power of Lean in Software Projects: Less Wasted Effort and More Product Results, March 14

Leadership Communication Skills for Managers, March 14

Emotional Intelligence in the Workplace, March 14

Thinking Like a Manager, March 14

Tools for the Digital Transformation, March 14-15

Introduction to Delegation Skills, March 21

Negotiation Fundamentals, March 22

Introduction to Critical Thinking, March 26

Your First 30 Days as a Manager, April 2

How to Give Great Presentations, April 5

Introduction to Strategic Thinking Skills, April 8

Data science and data tools

Business Data Analytics Using Python, February 27

Hands-on Introduction to Apache Hadoop and Spark Programming, March 5-6

Designing and Implementing Big Data Solutions with Azure, March 11-12

Time Series Forecasting, March 14

Cleaning Data at Scale, March 19

Practical Data Cleaning with Python, March 20-21

Building Distributed Pipelines for Data Science Using Kafka, Spark, and Cassandra , April 8-10

Real-Time Data Foundations: Kafka, April 9

Real-Time Data Foundations: Spark, April 10

Building Data APIs with GraphQL, April 11

Design and product management

From User Experience Designer to Digital Product Designer, March 1

Mastering UX Mapping, March 7-8

Writing User Stories, March 13

Product Roadmaps from the Ground Up, April 3

Programming

Design Patterns Boot Camp, February 19-20

Discovering Modern Java, March 1

Beginner’s Guide to Writing AWS Lambda Functions in Python, March 1

Building APIs with Django REST Framework, March 4

SQL for Any IT Professional, March 4

Spring Boot and Kotlin, March 5

Programming with Java Lambdas and Streams, March 5

Bootiful Testing, March 6

Learning Python 3 by Example, March 7

Getting Started with OpenShift, March 8

Setting Up Scala Projects, March 11

Getting Started with Pandas, March 11

Getting Started with Python 3, March 11-12

Java Full Throttle with Paul Deitel: A One-Day, Code-Intensive Java Standard Edition Presentation, March 12

Mastering Pandas, March 12

Scalable Concurrency with the Java Executor Framework, March 12

Getting Started with Python's Pytest, March 13

Python Programming Fundamentals, March 13

Mastering Python's Pytest, March 14

Kotlin Fundamentals, March 14

Quantitative Trading with Python, March 14

Advanced TDD (Test-Driven Development), March 15

Introduction to Python Programming, March 15

Bash Shell Scripting in 4 Hours, March 18

Java Testing with Mockito and the Hamcrest Matchers, March 19

Scala Core Programming: Methods, Classes Traits, March 19

Ansible in 4 Hours, March 19

Getting Started with PHP and MySQL , March 20

Mastering the Basics of Relational SQL Querying, March 20-21

Reactive Spring and Spring Boot, March 21

Automating with Ansible, March 22

Scala Core Programming: Sealed Traits, Collections, and Functions, March 25

Mastering SELinux, March 25

Intermediate Git, March 25

Scalable Programming with Java 8 Parallel Streams, March 27

Design Patterns Boot Camp, March 27-28

Mastering C# 8.0 and .NET Core 3.0, March 27-28

Rethinking REST: A Hands-On Guide to GraphQL and Queryable APIs, March 28

C# Programming: A Hands-On Guide, March 28

Web Application Programming in C# and ASP.NET Core with MVC and Entity Framework, March 28-29

Introduction to JavaScript Programming, April 2-3

Visualization in Python with Matplotlib, April 8

Python for Finance, April 8-9

Practical MQTT for the Internet of Things, April 8-9

Getting Started with Pandas, April 9

Getting Started with Python 3, April 9-10

Getting Started with React.js, April 10

What's New In Java, April 11

Fundamentals of Rust, April 11-12

Security

CompTIA PenTest+ Crash Course, March 5-6

Start Your Security Certification Career Today, March 8

Protecting Data Privacy in a Machine Learning World, March 11-12

Certified Ethical Hacker (CEH) Crash Course, March 12-13

CompTIA Security+ SY0-501 Crash Course, March 18-19

Intense Introduction to Hacking Web Applications, March 19

Cyber Security Fundamentals, March 26-27

CISSP Crash Course, March 26-27

CISSP Certification Practice Questions and Exam Strategies, March 27

AWS Certified Security - Specialty Crash Course, March 27-28

Systems engineering and operations

Software Architecture by Example, February 21

Red Hat Certified System Administrator (RHCSA) Crash Course, March 4-7

Creating Serverless APIs with AWS Lambda and API Gateway, March 5

Amazon Web Services (AWS): Up and Running, March 6

Docker Compose, March 6

Microservice Collaboration, March 7

Docker CI/CD, March 7

OpenStack for Cloud Architects, March 7-8

Red Hat RHEL 8 New Features, March 11

From Developer to Software Architect, March 11-12

Google Cloud Certified Associate Cloud Engineer Crash Course, March 11-12

AWS Certified Solutions Architect Associate Crash Course, March 11-12

9 Steps to Awesome with Kubernetes, March 12

IP Subnetting from Beginning to Mastery, March 12-13

Istio on Kubernetes: Enter the Service Mesh, March 14

How the Internet Really Works, March 15

Kubernetes Serverless with Knative, March 15

AWS Advanced Security with Config, GuardDuty, and Macie, March 18

Software Architecture by Example, March 18

Amazon Web Services: AWS Managed Services, March 18-19

Practical Kubernetes, March 18-19

AWS Certified SysOps Administrator (Associate) Crash Course, March 18-19

CCNA Routing and Switching 200-125 Crash Course, March 18-22

Managing Containers on Linux, March 19

Docker Images, March 19

Docker: Up and Running, March 19-20

Docker Containers, March 20

Implementing Evolutionary Architectures, March 20-21

Kubernetes in 4 Hours, March 21

AWS Security Fundamentals, March 21

Deploying Container-Based Microservices on AWS, March 21-22

Google Cloud Platform (GCP) for AWS Professionals, March 22

Architecture for Continuous Delivery , March 25

Docker for JVM projects, March 25

Implementing Azure for Enterprises, March 25-26

Building and Managing Kubernetes Applications, March 26

Cloud Computing Governance, March 26

Getting Started with Amazon Web Services (AWS), March 26-27

Microservices Caching Strategies, March 27

Cloud Complexity Management, March 28

Comparing Service-Based Architectures, March 28

Network DevOps, March 29

API Driven Architecture with Swagger and API Blueprint, March 29

Software Architecture for Developers, April 1

Implementing and Troubleshooting TCP/IP, April 2

Amazon Web Services (AWS) Technical Essentials, April 2

Building Applications with Apache Cassandra, April 3-4

Introduction to Kubernetes, April 3-4

CCNA Routing and Switching Crash Course, April 4-5

Architecting Secure IoT Applications with Azure Sphere, April 4-5

AWS Design Fundamentals, April 9-10

Microservices Architecture and Design, April 9-10

Practical Docker, April 10

Automation with AWS Serverless Technologies, April 10

Article image: Computer and other gear (source: Skitterphoto via Pixabay).