Main Types of Annotation in Machine Learning
Machine learning and AI models depend on a unique set of annotations that declare a particular subject in a specific representation. If you want your model to make accurate predictions, you need quality data. How do we define quality? Annotations or labels. At the same time, the data can be as.
Top 5 Data Science Talks hosted at DSS
Over the past 5 years, Data Science Salon has become one of the most active and diverse communities for data scientists to gather, exchange their knowledge and open interesting discussions among peers. Over 200 talks have been presented at the DSS events throughout these years, providing a lot of.
Use Data as Safely and Anonymously as Listening to Over-the-Air Radio
Data scientists know more than anyone else that good quality data is the foundation for useful artificial intelligence (AI) and machine learning (ML) models. Only when data quality is good, useable and from multiple sources is when the real potential of AI and ML can be leveraged. Right now, data.
🎉 Celebrating 5 years DSS: an incredible journey
What started off as a small local data science pop-up five years ago turned into one of the largest and most diverse data science communities around the globe. No one would have ever thought back then that the idea of bringing the data science community together could have led to the gathering of.
List of Top Data Science Communities to Join
The field of data science is accelerating at an unparalleled pace over a wide variety of problem domains. Whether you’re new to the field, transitioning to the field from another discipline, or a tried-and-proven data scientist with years of experience, one common professional strategy for moving.
Upskilling Opportunities for Data Scientists
Industries and organizations today are extremely reliant on data and analytics. A report from InsideBigData.com notes that higher efficiency rates, more profound operational insights, and revenue increases are some of the benefits that come with leveraging data and analytics. Because of the.
Natural Language Processing for Beginners
As you begin to read this, have you ever wondered what natural language is anyway? Why this field of AI, which has been growing in popularity in the last decade isn’t called just language processing? And What is not natural language then?
Using data for personalization and recommendations at scale in retail
Data collected in the retail and e-commerce industry is growing at an unprecedented rate. When blended with data analytics and machine learning, it is able to generate actionable insights for organizations to increase sales and save costs.
The State of AI Infrastructure 2021: Industry Report
Most research around the state of the AI industry talks about how the majority of initiatives are still immature and models rarely make it to production. To discover whether these pervasive ideas are still gospel in 2021, Run:AI commissioned a survey of more than 200 industry pros from 10.
The Future of Retail with Behavioral Data
Data-driven shopping experiences and higher customer expectations define the modern retail dynamics. As the industry becomes more competitive, retailers face the challenge of providing a meaningful and personalized buying experience.
