Tag Archives: community

Kaggle: Join the global machine learning and AI community

Around a halve year back I stumbled over Kaggle.com, a vital community portal of Artificial Intelligence and machine learning experts. Kaggle not only encourages people around the world to share thoughts and example data sets on popular machine learning tasks, they also host great AI challenges.

Since I joined the Kaggle community 6 month ago, I was fascinated about the individual challenges that were published. Those challenges range from predicting Mercari product prices over detecting icebergs from radar data to speech recognition tasks.

Many companies such as Google, Mercari or Zillow are hosting challenges where more than thousand of teams try to predict the best results. Often it is unbelievable how those teams solve these complex machine learning tasks.

Besides providing the challenges and the data sets necessary to wake the interest of global leaders within the machine learning and AI community, Kaggle also offers a tremendously powerful kernel execution environment. This execution environment consists of preconfigured Docker containers that were specifically designed for training models. In order to design and execute a machine learning kernel you simply edit the code online (Python, R, Notebook) and execute it within the Kaggle infrastructure.

As Kaggle docker containers are completely preconfigured you save a lot of time to download and prepare your environment.     

 

 

Kaggle really pushes the AI community forward in terms of offering a flexible and open platform for executing kernels and to quickly get hands on interesting data sets. The community platform also does a pretty good job in bringing the global community together and stimulates a broader and practical discussion outside the theoretical scientific community.

Besides if you need a quick start tutorial on how to train your first neural network, grab my eBook at Amazon:

Busuu – The language learning community

Busuu is a nice and useful app i came across, which animates people to learn new languages, or to refresh already existing language know-how with the help of a huge community of native speakers. The app is available for all major smartphone and tablet platforms and it allows you to train a multitude of different languages and to check the results with thousands of native speakers worldwide. Learn directly from native speakers of the busuu community via integrated video-chat application, or practice your language skills in a live conversation. I checked the french language app for myself and i really liked this simple and intuitive approach. The base version with starter courses is free, the pay version offers additional courses and more features. So check it out for yourself and learn a new language fast!

Glancee – Recommendation Engine for Companions

Glancee, which was recently acquired by Facebook in May 2012, is another good example for a recommendation engine that uses location information in combination with the network community Facebook. The goal of Glancee is to recommend new people which are sharing the same location, who you didn’t knew before.