How to optimize SQL queries for faster data retrieval
Posted on October 30, 2023, Level beginner Resource Length medium
SQL (Structured Query Language), as you probably, know, helps you collect data from databases. It is specifically designed for that. In other words, it works with rows and columns, allowing you to manipulate data from databases using SQL queries. By Nate Rosidi.
Four steps to managing your cloud logging costs on a budget
Posted on October 14, 2023, Level beginner Resource Length medium
As part of our ongoing series on cost management for observability data in Google Cloud, we're going to share four steps for getting the most out of your logs while on a budget. While we'll focus on optimizing your costs within Google Cloud, we've found that this works with customers with infrastructure and logs on prem and in other clouds as well. By Afrina M, Mary Koes.
The small business owner's guide to data analytics
Posted on October 13, 2023, Level beginner Resource Length medium
Big data technology is transforming nearly every industry quickly by providing actionable business information. Because of its effectiveness, even business leaders who are generally slow to adopt new technology are curious about implementing big data analytics and using its insights. By Jennifer Dublino.
Develop data visualization interfaces in Python with Dash
Posted on June 26, 2023, Level intermediate Resource Length long
In the past, creating analytical web applications was a task for seasoned developers that required knowledge of multiple programming languages and frameworks. That's no longer the case. Nowadays, you can make data visualization interfaces using pure Python. One popular tool for this is Dash. By Bob Pacheco.
How to hack Hacker News (and consistently hit the front page)
Posted on May 27, 2023, Level intermediate Resource Length medium
Getting featured on the HN front page is high on every Indie Hacker's bingo card, not to mention "hacking Hacker News." However, we found a way to consistently get to the front page using a repeatable process that you can use too. By Iron Brands.
Autonomous database observability
Posted on May 21, 2023, Level beginner Resource Length medium
Autonomous Database (ADB) Observability blog series where we'll cover the basics of database observability and then introduce the most relevant Oracle tools and services that you can leverage to observe your Autonomous Databases. By German Viscuso.
Building and training your first neural network with TensorFlow and Keras
Posted on May 20, 2023, Level intermediate Resource Length medium
Learn how to build and train your first Image Classification model with Keras and TensorFlow using Convolutional Neural Network. By Aryan Garg.
SAP solutions to add on to an SAP S/4HANA System
Posted on May 14, 2023, Level beginner Resource Length long
Along with the core SAP S/4HANA solution, a number of peripheral SAP cloud applications provide benefits to financial organizations. These applications are often in the scope of finance transformation projects, with finance and accounting serving as interested parties in the implementation of these tools. The tools highlighted in this section cover analytics, end-to-end procurement, time and expense management, contingent labor management, and human resources (HR) management. By SAP PRESS.
Frontend performance checklist
Posted on April 5, 2023, Level beginner Resource Length long
In the speed-obsessed world of today, better performance comes with serious business gains. This frontend performance checklist is a cumulative list of items that we at Crystallize found important when creating a Superfast web application that is Superfast. By Dhairya Dwivedi, Håkon Gullord Krogh.
The architecture of Prometheus
Posted on March 24, 2023, Level intermediate Resource Length medium
This article explains the Architecture of Prometheus. Prometheus is an open source monitoring and alerting toolkit for services and applications that run in containers. Developed first at SoundCloud, the project became part of the Cloud Native Computing Foundation (CNCF). Prometheus is now the industry standard for both containerized infrastructure and classic implementation scenarios, especially within Kubernetes clusters. By Ju.
Neural Networks from scratch with Python code and math in detail
Posted on December 14, 2022, Level beginner Resource Length long
Older article about building neural networks from scratch. From the math behind them to step-by-step implementation coding samples in Python with Google Colab. By Pratik Shukla, Roberto Iriondo.
Seven website performance metrics to track for better UX
Posted on December 10, 2022, Level beginner Resource Length medium
People expect exceptional performance when they access your site. They want quick load times, stable layouts and quick interactivity, regardless of whether they're on desktop or mobile. By Ben Schwarz.