Artificial intelligence (AI) and machine learning (ML) are transforming the way businesses operate. These technologies can analyze vast amounts of data, identify patterns, and make decisions that drive innovation. However, the success of AI and ML projects depends heavily on the quality of the data that fuels them. This is where DataOps—an approach to improving … Read more
1. Understanding Data Analytics 1.1. Definition of Data Analytics Data analytics involves studying raw data to extract information and identify patterns. It encompasses various techniques and tools designed to uncover useful information that can inform decision-making and strategy. 1.2. Types of Data Analytics 1.3. Importance of Data Analytics in E-commerce Data analytics helps e-commerce businesses … Read more
Introduction Understanding the data lakehouse meaning and how it compares to traditional data warehouses and data lakes is essential for enterprises seeking agility, scalability, and cost efficiency in handling diverse data workloads. What is a Data Lake? Definition and Use Cases A data lake offers flexible, inexpensive storage of raw data in its native format, covering all data types, ideal for machine learning … Read more
Imagine trying to teach a child about the world around them. You point to a dog and say, “This is a dog.” The child learns to associate that particular animal with the word “dog.” Over time, with more examples, the child learns to identify different breeds and sizes of dogs, even those they’ve never seen … Read more
Imagine you’re running a local retail store called “Aussie Retail”, and over the years, your loyal customers sometimes change their addresses, phone numbers, or other details. As a business owner, you want to track these changes accurately to understand customer behaviour and maintain historical records. This is where Slowly Changing Dimensions (SCD) Type 2 comes … Read more
By focusing on a specific niche and understanding its potential, e-commerce remains a highly viable and lucrative option.
Businesses encounter many difficulties in maintaining and utilising their data to increase productivity and efficiency in the fast-paced corporate world of today. This is especially true for sectors of the economy that produce enormous volumes of data from diverse sources. Partnering with IT services provider like Yarli Data, which offers the know-how and cutting-edge tools … Read more
In today’s data-driven world, leveraging the power of data is crucial for businesses to stay competitive and achieve strategic goals. At Yarli, we specialise in transforming raw data into actionable insights through our comprehensive data engineering and advanced analytics services. This article explores how our expertise, advanced technology, and customised solutions can help your business … Read more
Introduction Many companies consistently struggle to manage their data due to the absence of a centralised system that collects all data comprehensively. Think of it like having different puzzle pieces scattered in different rooms – it’s hard to see the full picture. Just as you need all puzzle pieces in one place to complete a … Read more
