What are the advantages of using Kaggle?

Kaggle is a well-known platform that allows users to participate in predictive modeling competitions, to explore and publish data sets and also to get access to training accelerators. It’s a great ecosystem to engage, connect, and collaborate with other data scientists to build amazing machine learning models.

How does Kaggle competition improve accuracy?

Train each model in the different folds, and predict on the splitted training data. Setup a simple machine learning algorithm, such as linear regression. Use the trained weights from each model as a feature for the linear regression. Use the original train data set target as the target for the linear regression.

What is an advantage of using Kaggle as a platform for your portfolio?

Advantages of Kaggle Kernels — as your Portfolio Awards / Fame / Money — Anytime you win something on a platform where you have global audience, you’re getting a global fame. That stays true for Kaggle too. Kaggle often hosts Kernel-based Competitions with Cash Prizes or Kaggle Swags.

What are Kaggle competitions?

Kaggle competitions are machine learning tasks made by Kaggle or other companies like Google or WHO. If you compete successfully, you can win real money prizes. Competitions range in types of problems and complexity. You can take part in one even if you’re a beginner.

How can I improve my kaggle competition score?

Sections to this article

1. Competition context.
2. Keeping a logbook.
3. Get more data.
4. Leveraging existing kernels.
5. Preprocessing images.
6. Training is a very very slow process (but don’t worry)
7. Transfer learning.
8. Model selection.

How can you use Kaggle to help improve your social media impact and meet your professional goals?

Since Kaggle helps candidates work on real datasets and compete with other elite minds, it gives them the opportunity to sharpen and hone the ‘middle tier’. “Candidates can test their knowledge in the basics of programming languages, machine learning algorithms and its implementation too,” says Vidhya.

What is Kaggle competition?

What is a Kaggle competition?

Kaggle, the home of data science, provides a global platform for competitions, customer solutions and job board. Here’s the Kaggle catch, these competitions not only make you think out of the box, but also offers a handsome prize money.

What is the Kaggle catch?

Kaggle, the home of data science, provides a global platform for competitions, customer solutions and job board. Here’s the Kaggle catch, these competitions not only make you think out of the box, but also offers a handsome prize money. Yet, people hesitate to participate in these competitions.

How do I get Started with Kaggle?

Step 1: You have many options on Kaggle. First option is master a new language like Julia. You can start with First step with Julia. Reason being, this will give you an additional exposure to what can Julia do in addition to Python or R. Step 2: Second option is to develop skills with an additional domain.

What is the real value of machine learning competitions?

The real value of those competions is in the extensive set of discussion topics and kernels from experts who examplify how to implement best practices and prominent machine-learning algorithms for those types of problems.