Change data capture (CDC) is an essential feature to make modern data integration workflows faster and more efficient. By identifying which data sources have changed since you last extracted the information, CDC allows your data pipelines to only ingest the information they need. Rather than continuously polling an API, you can seamlessly perform data replication and integration.

Data warehouses help you run logical queries, build accurate forecasting models, and identify impactful trends throughout your organization. But, what goes into designing a data warehouse? Whether you choose to utilize a pre-built vendor solution or you're starting from scratch — you'll need some level of warehouse design to successfully adopt a new data warehouse.

An API or Application Programming Interface is how two applications communicate with one another; it is also the way users access an application. All websites and applications use some form of API through an API gateway, which serves as an entry point to a service. Unfortunately, over 90% of businesses have suffered from a security problem related to their APIs, making API security a top concern. For this reason and more, many businesses require a dedicated API management platform.

Due to the increasing number of ransomware and security breaches, premiums for cyber-insurance have gone up by 10 to 40 percent in recent years. Ara Aslanian, CEO of Inverselogic says “Minimum security requirements have definitely changed, especially the way insurers review the companies," Aslanian says. “Previously, the checking process was mostly conducted by self-assessment, which meant the insurers would send companies self-assessment sheets for them to check the boxes.

The MySQL database is a popular option for storing data. It's powerful, reliable, and easy to use. However, it can be challenging to work with if you don't have the right tools. Luckily, Python has an API for MySQL that makes working with this database simple. Connecting to MySQL with Python code is a great way to build a rich set of data through programming and to create database content quickly.

Snowflake is a robust data warehouse that has changed the data science game for many organizations. Snowflake lets you analyze your data using the most sophisticated query engine available today with its cloud-native architecture. But using Snowflake is not always as simple as using other products on the market. Below are nine expert tips to help you master the Snowflake platform.

As the world’s number one CRM provider, Salesforce has been transforming customer relationship management for the last two decades across various e-commerce platforms and e-commerce websites. From increased communication to improved customer relationships to better business plans, the Salesforce platform has helped countless organizations move a step above their competitors.

Data warehousing aggregates data from disparate sources so you can run real-time reports for greater business intelligence. However, a data warehouse does more than generate big data analytics. How about using it as a data source rather than just a destination? You can move data from your warehouse to other systems in your networks, such as Salesforce or Zendesk, and improve existing operations.

With more than 150,000 customers and millions of users, Salesforce processes a lot of data — accounts, contacts, activities, leads, opportunities, you name it. And people are adding more data to Salesforce all the time. As organizations realize the benefits of customer relations, Salesforce has become the number one destination for sales, marketing, eCommerce, and field service data. That's even more accounts, contacts, activities, leads, and opportunities.

Python is one of the most in-demand programming languages in the world — and for good reason. Knowing how to code has never been so valuable thanks to the expanding world of tech and focus on data science. From landing high-paying jobs to improving your skillset, learning Python scripting can bring you many opportunities to succeed. However, while these opportunities are robust, many challenges come with learning Python.