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Tag: Data Science 101

Data Science 101

Data Science is an interdisciplinary field that allows businesses to study and analyze large volumes of data and derive meaningful information from it. It...

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From statistics to machine learning: Linear regression

Today we are delving into what is linear regression in machine learning. Linear regression is both a statistical and a machine learning algorithm. Linear...

Data lineage harbors past secrets of the data you trust

The data lineage can be defined as the GPS information of the data. It shows the experts the path of the data and its...

Hit the target even if you miss the bullseye: Data accuracy vs precision

Data accuracy vs precision comparison came. When it comes to data measurements, precision and accuracy are two crucial elements to consider. Both accuracy and...

Rising trends: Data fabric

The question of the day is, “What is data fabric?” Data-driven decision-making and increasing data practices are becoming more widespread in the business world....

The history of data processing technology

Devices were once valued only for their direct function. We dreamed, invented, and benefited. We continued to develop our ideas as time passed. We...

Interpolation vs extrapolation: How to forecast the future?

In a detailed comparison, we’ll look at the similarities and differences between interpolation vs extrapolation. The words “interpolation” and “extrapolation” may seem extremely technical,...

Work smarter, not harder: Use BI tools to go higher

What are the most significant business intelligence benefits and the technologies used to exploit them? You’ve undoubtedly heard the adage “work smarter, not harder.”...

Defining the roots of automation: Finite state machines

What is a finite state machine (FSM) - Its origins and real-world examplesA finite state machine (FSM), also known as finite state automation, is a computational model that can be implemented in hardware or software to model and simulate sequential logic. This computing model is based on a hypothetical machine with one or more states. Only one single state of this machine

Is DataOps more than DevOps for data?

Is DataOps more than DevOps for data?DataOps and DevOps are collaborative approaches between developers and IT operations teams. The trend started with DevOps first. This communication and collaboration approach was then applied to data processing. Both methods argue that collaboration is the primary approach for application development and IT operations teams, but they target different operation

A look into parallel computing in data mining and analysis

Parallel computing in data mining and analysisParallel Computing, also referred to as Parallel Processing, is a computing architecture that uses several processors to handle separate parts of an overall task. The architecture divides complex problems into small computations and distributes the workload between multiple processors working simultaneously. Parallel computing principles are employed in most supercomputers to

What is data redundancy?

What is data redundancy?Data redundancy means keeping data in two or more locations within a database or storage infrastructure. Data redundancy can occur either intentionally or accidentally within an organization. In case of data corruption or loss, the organization can continue operations or services if conscious redundancy is provided. On the other hand,

What is data governance?

What is data governance?Data governance is becoming increasingly essential as businesses confront new data privacy regulations and rely more on data analytics to optimize operations and make business decisions. Data governance is the process of collecting, managing, and utilizing data to provide improved business decision-making. It encompasses everything a company and its teams

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