Providing Technology Training and Mentoring For Modern Technology Adoption
In this tutorial, we will create a React application that uses a custom hook to encapsulate a an article repository. Please refer to this article React Hooks Application for environment set up and other dependencies in this tutorial. Part 1 – React Development Environment 1. Create and directory C:\Workspace and open a command prompt to C:\Workspace. cd
Due to the popularity of Infrastructure concepts like DevOps, CI/CD, Automation, Cloud, and Containerization, here is the general industry trend seen among infrastructure over the last few years. Overall There is a general trend towards more automation and CI/CD due to the insertion of Dev Ops practices and ideas in most organizations. Couple this with
Design Thinking and Agile are two sides of the same coin. Design Thinking, when implemented correctly, can help an organization to identify which products add the most value to our customers. For example, in the world of banking, Design Thinking can be utilized to determine which new features should be added to an online banking
There is a common misunderstanding that Design Thinking is about creating effective user interfaces. Why this can be part of what Design Thinking can be used for, it is only a small subset. Design Thinking is a process used by successful organization all over the work to help drive innovation and product development. Design Thinking
This tutorial is adapted from Web Age course Solution Architecture Training. 4.1 Stakeholders Stakeholders are people with a vested interest in the system. They are the people who can tell us what is needed. They are the people who can tell us if what we are building is the right thing. Stakeholders are people or things (e.g. other systems) that have
This chapter is adapted from Web Age course Solution Architecture Training. 3.1 Shared Vision Architecture is a team effort. All stakeholders must collaborate for success. A “shared vision” is a critical success factor. The “shared vision” must be understood & embraced by all stakeholders. Grady Booch An architecture is just a collective hunch, a shared hallucination, an assertion
This tutorial is adapted from Web Age course Practical Machine Learning with Apache Spark. 8.1 Types of Machine Learning There are three main types of machine learning (ML), unsupervised learning, supervised learning, and reinforcement learning. We will be learning only about the unsupervised and supervised learning types. 8.2 Supervised vs Unsupervised Machine Learning In essence, unsupervised learning (UL) attempts to extract
This tutorial is adapted from Web Age course Confluent Kafka for System Administrators. 1.1 Planning for Kafka – Platform Regarding OS Platforms for Confluent Platform Linux is the primary platform for deploying Confluent Kafka. macOS is supported for testing/development purposes. Windows is not a supported platform. Confluent Platform can be deployed On-Premises or in cloud environments like AWS, Google
This tutorial is adapted from Web Age course Confluent Kafka for System Administrators. 1.1 Building Data Pipelines Data pipelines can involve various use cases: Building a data pipeline where Apache Kafka is one of the two endpoints. For example, getting data from Kafka to S3 or getting data from MongoDB into Kafka. Building a pipeline between
This tutorial is adapted from Web Age course Practical Machine Learning with Apache Spark. 6.1 Python Dev Tools and REPLs In addition to the standard Python REPL, Python development is supported through these tools and systems: IPython, Jupyter with Python kernel (runtime), Visual Studio Code’s Python plug-in, PySpark (integrated with Python REPL). 6.2 IPython IPython (Interactive Python) is a command shell