Kalybe.AI Blogs

Data Science

Data Roadmap for Managers (Baseline Version)

Data Roadmap for Managers (Baseline Version) Defining a road map may not be an easy task for every type of data-oriented project. As KalybeAI we define key standards for different phases (use case selection, project management, coding standards, etc.) of our works. In this blog, we share the basic parts of our standard document to be able to use as t...

Data Roadmap for Managers (Baseline Version) Defining a road map may not be an easy task for every type of data-oriented project. As KalybeAI we define key standards for different phases (use case selection, project management, coding standards, etc.) ...

Exploratory Data Analysis in Data Science Projects

Exploratory Data Analysis in Data Science Projects  In the simplest and usual meaning, EDA - Exploratory Data Analysis, is a kind of effort to understand the data on which the data science project will be built at the first stages. Initial analysis of data is usually done on an unknown or unfamiliar dataset. In general, major steps in EDA are as f...

Exploratory Data Analysis in Data Science Projects  In the simplest and usual meaning, EDA - Exploratory Data Analysis, is a kind of effort to understand the data on which the data science project will be built at the first stages. Initial analysis of...

DIKW Pyramid Explanation using Real Life Use Case

DIKW Pyramid Explanation using Real Life Use Case DIKW pyramid defines the relation between data, information, knowledge, and wisdom. Each phase of the pyramid adds meaning to the data by answering questions about it. The higher we climb the pyramid, the more questions we respond. * https://www.ontotext.com/knowledgehub/fundamentals/dikw-pyram...

DIKW Pyramid Explanation using Real Life Use Case DIKW pyramid defines the relation between data, information, knowledge, and wisdom. Each phase of the pyramid adds meaning to the data by answering questions about it. The higher we climb the pyramid, t...

A Data Science Application: Sales Forecaster

Sales forecasting is the process of estimating what your business’s sales are going to be in the future. Sales forecasts are usually based on past sales data, trends, and the status of the current sales pipeline. Sales forecasting is a core part of busine...

Sales forecasting is the process of estimating what your business’s sales are going to be in the future. Sales forecasts are usually based on past sales data, trends, and the status of the current sales pipeline. Sales forecasting is a core part of busi...

What Really Data Science Is?

First, let's explain what data science is not. * Data science is not a science. * Data science is not magic. * Data science is not machine learning. * Data science is not statistics. * Data science is not software engineering. * Data science is not programming. * Data science is not big data. Data science is not dependent on a sp...

First, let's explain what data science is not. * Data science is not a science. * Data science is not magic. * Data science is not machine learning. * Data science is not statistics. * Data science is not software engineering. * Data sci...