Defining Data Science for Architects

December 30, 2021

This tutorial is adapted from the Web Age course https://www.webagesolutions.com/courses/WA3057-data-science-and-data-engineering-for-architects. 1.1 What is Data Science? Data science focuses on the extraction of knowledge and business…

Introduction to Pandas for Architects

December 29, 2021

This tutorial is adapted from the Web Age course https://www.webagesolutions.com/courses/WA3057-data-science-and-data-engineering-for-architects. 1.1 What is pandas? pandas (https://pandas.pydata.org/) is an open-source library that provides high-performance, memory-efficient, easy-to-use…

Data Visualization in Python for Architects

December 29, 2021

This tutorial is adapted from the Web Age course https://www.webagesolutions.com/courses/WA3057-data-science-and-data-engineering-for-architects. 1.1 Why Do I Need Data Visualization? The common wisdom states that: Seeing is believing…

Addressing the IT Skills Shortage by Developing Your Own Technical Expertise

September 14, 2021

Developing and maintaining your organization’s technical skills is paramount to the success of your business, and to all individuals who are part of your IT…

Querying Data in Snowflake

May 3, 2021

In this tutorial, you will learn how to create and run queries in Snowflake. You will also learn about query profiles and views. We will…

Creating and Working with Databases in Snowflake

May 3, 2021

This tutorial is adapted from the Web Age course Snowflake Cloud Data Platform from the Ground Up. In this tutorial, you will learn how to create…

The Snowflake Web UI

April 29, 2021

This tutorial is adapted from Web Age course Snowflake Cloud Data Platform from the Ground Up Training. In this tutorial, you will familiarize yourself with the…

Searching with Apache Solr

April 27, 2021

This tutorial is adapted from the Web Age course Apache Solr for Data Engineers. Part 1. Solr Sets Solr has many capabilities when it comes to…

AWS Glue PySpark Extensions

April 15, 2021

This tutorial is adapted from the Web Age Course Data Analytics on AWS. 1.1 AWS Glue and Spark AWS Glue is based on the Apache Spark…

How to Repair and Normalize Data with Pandas?

April 5, 2021

This tutorial is adapted from Web Age course Data Engineering Bootcamp Training Using Python and PySpark. When you embark on a new data engineering/data science/machine learning…