Fantastic primer about the amazing developments at Kaggle! This will greatly facilitate the data science community's need for collaborative modeling. Thanks so much! Megan really inspired Kaggle usage, with the example dataset. I'll be visiting and interacting at Kaggle, a lot more, for sure. Megan, arguably the most beautiful data scientist in the world, thanks so much again for drawing attention to the amazing accomplishments at Kaggle. Inspire on!
In the view of "Big Data", once we have a large raw data file, does using pandas, numpy processing data on Google Cloud Storage have a comparable performance with Hadoop HDFS and Spark? And in the view of "Machine Learning", how does sklearn compare with Spark-MLlib ? Thank you.
Does anyone else wish there was a way to be recognized for your research without a graduate degree? I am sure there is a lot of great (and replicable) work done especially in the social sciences/applied mathematics, that will never get read because it is not conducted by someone with a PhD or is submitted for publication.
CSV stands for comma separated values, so if you want to edit the data you have in like excel or an ide you can and just upload it to Kaggle after you have done the edits you want
