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Ahmed Kayal
Ahmed Kayal

Ahmed Kayal

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From Organizing Your Next Data Science Project to Minimize Headaches by ODSC - Open Data Science

Start by setting up your workspace in a way that makes sense for what you’re trying to accomplish, and really think about it. Maybe your top-level directory will include just your Jupyter notebooks, while a separate folder is reserved for your data and another for data dictionaries and notes.

From Machine learning fundamentals (I): Cost functions and gradient descent by Conor McDonald

eferred to as loss or error.) can be estimated by iteratively running the model to compare estimated predictions against “gr…s typically expressed as a difference or distance between the predicted value and the actual value. The cost function (you may also see this referred to as loss or error.) can be estimated by iteratively running the model to compare estimated predictions against “ground …

From Quality over quantity: building the perfect data science project by Jeremie Harris

Makes it clear that you’re someone who makes a point of getting to the bottom of your data science problems.

Claps from Ahmed Kayal

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Building the Future of Data Science

Favio Vázquez

Top 5 Mistakes of Greenhorn Data Scientists

Jan Zawadzki

How lines of code made a rocket explode.

Ashif Shereef