Want to become a Data Scientist at top companies?
Master these skills 📈
A thread 🧵👇
Master these skills 📈
A thread 🧵👇
1. SQL - You need to work with Databases even as a Data Scientist. Thus it's important to know how to use SQL.
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2. Python - Either you are developing or deploying a Data Science pipeline, coding is must.
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3. Linear Algebra - You cannot escape the network of sine and cosine. Knowledge of Linear Algebra is foundational before getting started with Machine Learning.
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4. Statistics - In many scenarios, simple statistical analysis would solve your data problem.
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5. Probability - Fundamental understanding of Bayes theorem, conditional probability, probability distributions are important.
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6. Machine Learning - If you are dealing with predictive modelling, you got to learn ML.
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7. Deep Learning - Get the basics sorted and then choose any specialised areas like NLP, CV, Speech, Reinforcement Learning, etc.
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8. Projects - While you are learning the concepts, it's important to practice them in the form of projects. Download open source data and start building pipelines.
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9. Communication - Practice communicating your work in layman terms.
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That's a wrap!
📌 Final note - Start with basics first, and work on projects.
If you enjoyed this thread, then -
1. Follow me @datawithsuman for more of these.
2. RT the below tweet to share this thread with your audience.
#DataScience
📌 Final note - Start with basics first, and work on projects.
If you enjoyed this thread, then -
1. Follow me @datawithsuman for more of these.
2. RT the below tweet to share this thread with your audience.
#DataScience
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