3. Practice old Kaggle Problems Now that you know your tools and how to use them, it’s time to practice on old Kaggle datasets. You can access the datasets for past Kaggle competitions. You can also post candidate solutions and have them evaluated on the public and private leaderboard. I...
Updated on Oct 28th, 2016:For the scenario described above, another possible solution is to useFactorized Machines. Please refer tothis postby Kaggle user “idle_speculation” for details. Model Selection When the features are set, we can start training models. Kaggle competitions usually favortree...
The Titanic challenge hosted by Kaggle is a competition in which the goal is to predict the survival or the death of a given passenger based on a set of variables describing him such as his age, his sex, or his passenger class on the boat. I have been playing with the Titanic dataset...
The competitive data prediction competitions hosted byKagglerequire data scientists to bring their A game: the competition is intense, and competitors know in real time from the dailyleaderboardshow their predictions compare in accuracy to those of their rivals. So it's no surprise thatopen-source ...
How to Start on Kaggle: A Beginner's Guide to Data Science and Machine Learning Kaggle is a popular platform that brings together data enthusiasts, from beginners to experts, to engage in data science competitions, explore datasets, and build machine learning models. Whether you’re a newbie lo...
Kaggle Kaggle.com is most famous for hosting data science competitions, but the site also houses over 160,000 community datasets for fun topics ranging from Pokemon to soccer matches. (Go to website) Data.gov If you’re looking for social science or government-related datasets, look no furthe...
This is how it became very popular for upcoming data scientists to participate in Kaggle competitions, as they were an easy way for them to prove their ability to work on real-size, industry datasets. For a while, ranking reasonably well for a Kaggle competition was a differentiator, and it...
Luckily, a complete beginner can learn and start programming in pandas within a couple of weeks. Here’s how to get started.
These events allow creative people of all types to mingle, network, and share insights before the workday begins. Other methods include sponsorship of virtual competitions through online communities such as HackerRank or of live events such as hackathons, or codathons, which bring together large ...
Now, you will realize these first 5 courses will give you the necessary skills to do exploratory data analysis (EDA) and create baseline models that later you will be able to improve. So, now is the right time to start with simple Kaggle competitions and put into practice what you’ve le...