Author: saman_admin
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Could Generative AI Make Data Science Obsolete?
The rise of generative AI has sparked numerous debates on its potential to disrupt industries, and one of the most intriguing questions that have emerged is: Could generative AI make data science obsolete? In their book All Hands on Tech: The AI-Powered Citizen Revolution, Thomas Davenport, Professor at Babson College, and Ian Barkin, a venture capitalist, delve…
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The Beauty of ADAM Algorithm: Fueling Neural Networks for Fast and Efficient Learning
In the world of deep learning, the ADAM optimizer stands out as a reliable choice, celebrated for its efficiency and effectiveness in training complex models. But what makes ADAM so powerful? In this article, we’ll unpack ADAM’s foundations, from the basics of optimization to advanced techniques like exponentially weighted averages and RMSProp. By understanding these…
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Overview of Data Cleaning
Data cleaning is one of the important parts of machine learning. It plays a significant part in building a model. In this article, we’ll understand Data cleaning, its significance and Python implementation. What is Data Cleaning? Data cleaning is a crucial step in the machine learning (ML) pipeline, as it involves identifying and removing any missing, duplicate, or…
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Detect and Remove the Outliers: A Comprehensive Review
Outliers, deviating significantly from the norm, can distort measures of central tendency and affect statistical analyses. The piece explores common causes of outliers, from errors to intentional introduction, and highlights their relevance in outlier mining during data analysis. What is Outlier? An Outlier is a data item/object that deviates significantly from the rest of the…