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Data
What is Sentiment Analysis? Types and Use Cases
by Husna Sayedi 7 Jun 2021
Sentiment analysis is a subfield of Natural Language Processing (NLP) where the general sentiment ..
Data
When to Community-Source Your Training Data for ML
by Milica Panić 3 Jun 2021
The amount of content that is being produced worldwide and needs translation has been surging for ..
Data
Data Preparation for ML: A Brief Guide
by Husna Sayedi 1 Jun 2021
Perhaps the most pivotal step in your machine learning application is the data preparation phase. ..
Data
How to Define the Right Price for a Language Dataset
by Milica Panić 4 May 2021
People create vast amounts of data daily through many touchpoints in their usage of the IoT ..
Data
Selecting the Right ML Model
by Husna Sayedi 29 Apr 2021
Machine learning (ML) is all around us. From your mail inbox spam detection, to text or document ..
image annotation for machine learning and artificial intelligence
Data
Introduction to Image Annotation for ML and AI
by Husna Sayedi 19 Apr 2021
Visual data plays an integral part in our society and technology today. A massive amount of images ..
Data
What is Synthetic Data?
by Husna Sayedi 8 Apr 2021
As data science methodologies increasingly become more technologically advanced, new tools are ..
Data
How to Avoid Data Bias in AI
by Milica Panić 1 Apr 2021
We live in an increasingly digitalized world, where more and more of our day-to-day decisions are ..
Data
3 Tips to Process Your Text Data
by Husna Sayedi 29 Mar 2021
What is NLP?  The discipline concerned with extracting information from text data is known as ..
Data
9 Types of Data Bias in Machine Learning
by Şölen Aslan 22 Mar 2021
Bias as a general term defines the tendency to lean towards a certain direction either in favor of ..
Data
How Does Data Labeling Work?
by Husna Sayedi 17 Mar 2021
Data labeling is a key factor in artificial intelligence (AI) which enables a machine learning ..
Data
How to Improve the Quality of My Data?
by Husna Sayedi 11 Mar 2021
We live in a data-driven world where much of our society’s key decision-making is based on data, ..