Data-efficient machine learning: the ability to learn in complex domains without requiring big data

Recent efforts in machine learning have addressed the problem of learning from massive amounts of data. We now have highly scalable solutions for problems in object detection and recognition, machine translation, text-to-speech, recommender systems, and information retrieval, all of which attain state-of-the-art performance when trained with large amounts of data. But in other domains, the challenge we now face is how to learn efficiently with the same performance in less time and with less data.

Download Machine Learning whitepaper

We are at the beginning of a global revolution in machine learning and now is the time to jump on it. This whitepaper will give you a basic understanding of machine learning and discover the first applications for your business. ML2Grow is an expert in applied machine learning and is happy to help you discover and realize the possibilities for your company.

you don't need big data for AI

You don’t need big data for AI

AI can be a valuable addition, especially for SMEs. Repetitive tasks analysis and other labour- and knowledge-intensive work can easily be automated with intelligent algorithms.

The role of AI in a post-COVID world

A few years ago, artificial intelligence (AI) was still a fairly abstract concept that seemed to belong to the world of fiction rather than the reality of our companies. Today it is essential to the productivity and competitiveness of our companies in a post-covid world.

Natural Language Processing

Five applications that show the power of NLP for your business

The goal of NLP is to build systems that can make sense of the text and perform tasks like translation, grammar checking, or topic classification. In this post, we delve deeper into what this technology can mean for your business.

NLP library

4 NLP libraries that are awesome

There are many libraries created to solve NLP problems. Here are some of the most amazing ones that helped us over the years to deliver quality projects to our clients. Keep in mind that this list is not a complete overview of all the available NLP libraries but these are the ones that we think are awesome.

NLP

A crash course into Natural Language Processing (NLP)

In our first of a three part series we will begin with an introduction to NLP. What does it mean and how does it work?

computer vision

How you can automate inspection tasks with modern computer vision

In a previous blogpost, we already explained how the subset of computer vision, image recognition, is driven by deep learning and more exactly by Convolutional Neural Networks (CNN). Today we want to focus on what value computer vision can bring to your business in a more practical way.

Our secret to predict customer churn

Customers churn when they stop purchasing your goods or services. But how can you identify these costumers and target them personalized offers? Read more.

recommendation engine, recommender system

How to boost your sales with a recommender system

Deliver intuitive search, relevant recommendations, and behaviour-based personalization for every part of the shopper journey.

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