Data Science & Analytics Archives

Unleashing the Power of AI in Product Development, Samra Tanovic

Data Science & Analytics Product Management Top

July 24, 2023

Unleashing the Power of AI in Product Development

Lately, we have seen a significant number of discussions regarding the potential of AI and strategies to incorporate it into the product development process. Specifically, how can we enhance, innovate, and scale in ways we were not able to do before? In this interview, we asked Samra Tanovic, our VP…

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Clustering Algorithms: DBSCAN vs. OPTICS

Data Science & Analytics Tech Bites

July 5, 2023

Clustering Algorithms: DBSCAN vs. OPTICS

Nowadays, we live in a world of data, which means we are constantly surrounded by enormous amounts of data. Data is generated by everything we do, both online and offline, from our internet activities and purchases to our physical motions and interactions. This data contains valuable insights and knowledge that…

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Blog Data Science & Analytics

May 15, 2023

Random String Detection

What are Random Strings? Data analysis often presents us with the challenge of dealing with noisy inputs. This is particularly evident when working with large datasets of user inputs. Detecting and filtering out random string inputs can prove invaluable in various scenarios, such as data validation, quality control or the…

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Taking AI One Step Further: Synthetic Data

Blog Data Science & Analytics

March 30, 2023

Taking AI One Step Further: Synthetic Data

What if I told you none of the people from the picture below exists? You are wondering how? Well, the most simple answer is: synthetic data. This type of data can be anything: text, media, or tabular data. You can generate a random human face at any time using this generator.…

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Data Science & Analytics Tech Bites

March 28, 2023

Benefits of Data Visualization

It is usually said that a picture is worth a thousand words. In the world of data, we could say that one graph is worth a thousand tables. Humans usually prefer to see a visual interpretation of data rather than a bunch of characters. For humans, it is also the…

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Data Science & Analytics Tech Bites

March 23, 2023

Outliers in data and how to detect them

Outliers: how do they happen and why are they important? Outliers are extreme values of the data. They are record values that significantly differ from the rest of the data. Outliers can vary in different values, abnormally low or abnormally high. In a set of data, there may be more…

Amar Aladzuz 0

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Comparing different plotting systems in R

Data Science & Analytics Tech Bites

February 24, 2023

Comparing different plotting systems in R

Data visualization is the step in the data analysis process where, if done right, “ gives you answers to questions you didn’t know you had” (Ben Schneiderman). Alongside keeping our understanding of trends and patterns, the visual language that should effectively communicate the insights generated through the analysis is probably…

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Blog Data Science & Analytics

February 9, 2023

Social Media Analytics

We all use social media. Facebook, Instagram, YouTube, LinkedIn & co. have been part of our lives for a long time now. We subscribe, we post, we like, we comment, we share, and we click - without keeping track of the data we generate. But don’t worry, some people do keep…

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The role of Data Analytics in the function of Map Quality

Data Science & Analytics Tech Bites

January 18, 2023

The role of Data Analytics in the function of Map Quality

What is a map? A map is a symbolic representation of selected characteristics of a place, usually drawn on a flat surface. Maps represent information about our world in a simple, visual way. They teach about it by showing the sizes and shapes of countries, locations of features, and distances between…

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Data-centric AI / Big data vs. Good data

Blog Data Science & Analytics

January 10, 2023

Data-centric AI / Big data vs. Good data

We can agree that AI is not a one-size-fits-all solution. However, for many companies, AI can provide significant benefits and help drive growth and success. Some potential benefits include the following: Improved efficiency: AI can automate tasks and processes, saving time and resources for other activities. Increased accuracy: AI can…

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Data Science & Analytics Tech Bites

December 14, 2022

How to Ensure Data Integrity?

The World of Data If one were to look at the world's highest-performing companies right now by market cap, one'd notice that 4 out of the top 5 are massive tech companies, with one oil conglomerate sneaking in. It is no surprise then to hear huge news outlets, such as…

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Data Science & Analytics Tech Bites

September 12, 2022

Tips and tricks when presenting data

Presenting data is not an easy task, however effortless it may seem to us when listening to some people do it. Especially when presenting your work. Good presentation needs effort, and more often than not, it requires practice. But even without much practice, we can present our data in a…

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Data Science & Analytics

Unleashing the Power of AI in Product Development

Clustering Algorithms: DBSCAN vs. OPTICS

Random String Detection

Taking AI One Step Further: Synthetic Data

Benefits of Data Visualization

Outliers in data and how to detect them

Comparing different plotting systems in R

The role of Data Analytics in the function of Map Quality

Data-centric AI / Big data vs. Good data

How to Ensure Data Integrity?

Tips and tricks when presenting data

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