Kaggle

Google has released Gemma, a family of AI models based on the same research as Gemini. Developers can’t quite get their hands into the engine of Google Gemini yet, but what the tech giant released on Feb. 21 is a smaller, open source model for researchers and developers to experiment with. Although generative AI is trendy, organizations may struggle to figure out how to apply it and prove ROI; open source models allow them to experiment with finding practical use cases. Smaller AI models like this don’t quite…

The Kaggle BlueprintsAn article series analyzing Kaggle competitions’ winning solutions for lessons we can apply to our own data science projectsThe Kaggle Blueprints (Image by the author)If you ask any successful Kaggler what tips they have to improve your data science skill set, they all have the same answer. They will tell you to study the top solutions of completed Kaggle competitions.Kaggle is a platform for data science competitions for various types of problems. Competitors compete by building Machine Learning…

Infinite free resources await youPhoto by Dino Reichmuth on UnsplashKaggle is a website that hosts online machine learning competitions, with or without prizes. It allows users to share their code mainly as Jupyter notebooks. It has a plethora of datasets and even courses for machine learning and data science. Infinite free resources await youPhoto by Dino Reichmuth on UnsplashKaggle is a website that hosts online machine learning competitions, with or without prizes. It allows users to share their code mainly as…

Data, creativity, and tactic will make you climb the leaderboardPhoto by Element5 Digital on UnsplashThis may sound counter-intuitive. But the key skill which will give you an edge over others in machine learning competitions like Kaggle may not be machine-learning.Your knowledge of machine-learning algorithms is just the base skill that you need in Kaggle. Applying different algorithms, ensemble, and hyperparameter optimization is of course necessary, but then it’s just automation. Anyone can copy/paste algorithm…

You’ve probably heard of Kaggle data science competitions, but did you know that Kaggle has many other features that can help you with your next machine learning project? For people looking for datasets for their next machine learning project, Kaggle allows you to access public datasets by others and share your own datasets. For those looking to build and train their own machine learning models, Kaggle also offers an in-browser notebook environment and some free GPU hours. You can also look at other people’s public…