Data Science
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The Complete Guide to Data : Science, Analysis, Engineering & Roadmap
Data science is an interdisciplinary field that involves the extraction of insights and knowledge from data using a combination of statistical and computational techniques. It combines various disciplines such as mathematics statistics, computer science, and domain-specific knowledge...
10 Essential Data Science Topics
Cheatsheet
What is Bias?
Error between average model prediction and ground truth . The bias of the estimated function tells us the capacity of the underlying model to predict the values
What is Variance?
Average variability in the model prediction for the given dataset.
100 Days of Data Science
HELLO THERE! I'M ARIF
As a software engineer and author, I specialize in creating technical content that helps developers and IT professionals stay up-to-date on the latest technologies and best practices. Whether I'm writing about programming languages software development methodologies, or data science....
200 Python and Data Science Tips and Tricks
A Visual Guide to Stochastic, Mini-batch, and Batch Gradient Descent
A Lesser-known Difference Between For-Loops and List Comprehensions.
The Limitation of PCA Which Many Folks Often Ignore.
Magic Methods: An Underrated Gem of Python OOP....