Is Kaggle enough for data science?
Table of Contents
- 1 Is Kaggle enough for data science?
- 2 Why Kaggle will not make you a great data scientist?
- 3 Are Kaggle competitions good for resume?
- 4 What makes Kaggle the most valuable platform for aspiring data scientists?
- 5 What are the benefits of participating in Kaggle competitions?
- 6 What is the best platform to learn data science?
Is Kaggle enough for data science?
No. It will probably help you land an interview, but certainly not a job on its own. Firstly, data science jobs come in many flavours. Not all of them require optimising a predictive machine learning model like Kaggle.
Why Kaggle will not make you a great data scientist?
Kaggle Contests Can Never Simulate Real-World Problems In other words, data scientists in competition get to work right away on data that is already cleaned. Real-world problems, on the other hand, are a completely different animal altogether, which Kaggle competitions never represent.
How do I get the most out of Kaggle?
How to Get Started on Kaggle
- Step 1: Pick a programming language.
- Step 2: Learn the basics of exploring data.
- Step 3: Train your first machine learning model.
- Step 4: Tackle the ‘Getting Started’ competitions.
- Step 5: Compete to maximize learnings, not earnings.
Are Kaggle competitions good for resume?
Yes. The prize money is so low for most competitions, a good data scientist can easily get that mount of money from a full time job. So, Kaggle is just for fun. But you can definitely write to your resume when you learn much and do well in multiple Kaggle competitions, especially for entry level data science job.
What makes Kaggle the most valuable platform for aspiring data scientists?
The in-depth knowledge gathering is what makes Kaggle one of the most valuable platforms for aspiring and professional data scientists. The competitions can prove to be a practical learning experience for data scientists.
Is Kaggle a good career option?
Kaggle can be fun as a friendly side-of-the-desk project, but that usually will not be something to brag about on a resume. It is also not for resume for most top Kagglers because when you have 10+ years of Data Science experience, that alone dwarfs any Kaggle achievement.
What are the benefits of participating in Kaggle competitions?
By participating in Kaggle competitions returns you any of three things, Knowledge, a job or Money. Data Scientist usually participates in Kaggle competitions and display their Kaggle user account on their resume or linkedIn profile. This way recruiter can easily check your ability by viewing your participation and performance.
What is the best platform to learn data science?
Kaggle is the biggest platform for data scientists and machine learning practitioners, and therefore gives aspirants the best practical exposure to the complex world of data science. Most experts, nevertheless, have great praise for the Kaggle community for the way it helps in the upskilling of a data scientist.