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What is Transfer Learning in Deep Learning?

What is Transfer Learning in Deep Learning? Transfer learning is a deep learning technique to reuse existing pre-trained models for new and similar tasks. As we already know, deep learning models are data-hungry. Also training huge models with large datasets are computationally expensive. Therefore, there are two essential problems: · Lack of data...

What is Transfer Learning in Deep Learning? Transfer learning is a deep learning technique to reuse existing pre-trained models for new and similar tasks. As we already know, deep learning models are data-hungry. Also training huge models with large da...

ECG Analysis: Feature Extraction, Signal Processing and Deep Learning

ECG Analysis: Feature Extraction, Signal Processing, and Deep Learning 1. Introduction Cardiovascular diseases are critical illnesses worldwide and cause 30% of deaths in the world according to the World Health Organization (WHO). Early detection of patients with this risk and a good understanding of the disease is very critical to improve diagnos...

ECG Analysis: Feature Extraction, Signal Processing, and Deep Learning 1. Introduction Cardiovascular diseases are critical illnesses worldwide and cause 30% of deaths in the world according to the World Health Organization (WHO). Early detection of...

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...

Smart Factories and Artifical Intelligence

Smart Factories and Artificial Intelligence A smart factory is a highly digitized and connected production facility that depends on smart manufacturing. Thought to be the so-called factory of the future and still in its infancy, the concept of the smart...

Smart Factories and Artificial Intelligence A smart factory is a highly digitized and connected production facility that depends on smart manufacturing. Thought to be the so-called factory of the future and still in its infancy, the concept of the smart...

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...

Walmart is Using AI Powered Cameras

Walmart is using AI-powered cameras to prevent theft at checkout lanes. Walmart announced that it uses computer vision to prevent theft at 1000 stores. This program, called Missed Scan Detection by Walmart, uses technology supplied by Irish company Everseen. Everseen CEO Alan O'Herlihy said the technology was designed to "digitize" checkout surve...

Walmart is using AI-powered cameras to prevent theft at checkout lanes. Walmart announced that it uses computer vision to prevent theft at 1000 stores. This program, called Missed Scan Detection by Walmart, uses technology supplied by Irish company Ev...

Artificial Intelligence Powered Customer Services: 3 Useful Topics

Customer service is the assistance and advice provided by a company to those people who buy or use its products or services. As artificial intelligence (AI) develops, different methods are being found to incorporate it into customer service. In this article, 3 basic issues where AI is used in customer service will be discussed. 1 - AI for Predicti...

Customer service is the assistance and advice provided by a company to those people who buy or use its products or services. As artificial intelligence (AI) develops, different methods are being found to incorporate it into customer service. In this ar...