π¨ Roadmap to become a Data Scientist in 2023 π¨
A practical guide based on industry requirements π§΅ππ»
A practical guide based on industry requirements π§΅ππ»
1/ Coding
Learn Object Oriented Programming, Exceptional handling, and have a working knowledge of fundamental Data Structures.
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Learn Object Oriented Programming, Exceptional handling, and have a working knowledge of fundamental Data Structures.
youtube.com
3/ Statistics
Statistical test are part of a Data Science pipeline. Learn both descriptive and prescriptive stats.
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Statistical test are part of a Data Science pipeline. Learn both descriptive and prescriptive stats.
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4/ Linear Algebra
The core of ML is built around the fundamentals of Linear Algebra. Have a theoretical understanding of some of the concepts.
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The core of ML is built around the fundamentals of Linear Algebra. Have a theoretical understanding of some of the concepts.
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5/ Classical Machine Learning
Start your predictive modelling journey with classical ML. It's used profoundly at many companies.
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Start your predictive modelling journey with classical ML. It's used profoundly at many companies.
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7/ MLOps
Understand the nuances of putting models into production. Read blogs if you don't get real world experience.
mlops.community
Understand the nuances of putting models into production. Read blogs if you don't get real world experience.
mlops.community
8/ SQL
I kept it last because product companies have their own Data Engineering team taking care of providing the data. Hence the frequency of writing SQL queries is low. Still, an important skill to learn for interviews.
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I kept it last because product companies have their own Data Engineering team taking care of providing the data. Hence the frequency of writing SQL queries is low. Still, an important skill to learn for interviews.
youtube.com
Thatβs all for the thread!
Start 2023 with a structured roadmap to become a Data Scientist.
Share this tweet with your network and follow @datawithsuman
to grow together π
Start 2023 with a structured roadmap to become a Data Scientist.
Share this tweet with your network and follow @datawithsuman
to grow together π
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