馃憢 Hi there, I am Nirmal. I am a former software engineer with a keen interest in data science and analytics domains. Besides, I love to contribute to open source and help others to understand various tech stuffs.
Nothing here yet.
Jan 14 路 2 min read 路 Bias in Machine Learning Bias refers to the simplifying assumptions made by a model to make the target function easier to learn. High bias can lead to underfitting Represents the error introduced by approximating a real-world problem Example: A li...
Join discussionJan 8 路 3 min read 路 When it comes to developing software applications, choosing the appropriate architectural style is a critical decision. Among the popular options are microservices and monolithic architecture. By understanding the trade-offs, readers can make well-i...
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Nov 12, 2025 路 3 min read 路 In a world where information is everywhere, businesses have tons of data at their fingertips. This data is like a goldmine waiting to be used for smart decisions. That's where Big Data analytics and Data Science come in. They're like the experts who ...
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Apr 22, 2024 路 4 min read 路 Python is a powerful tool for data professionals, largely due to its extensive collection of open-source libraries and packages. In this blog, we'll explore the fundamentals of pandas, with a special focus on its core data structures: Series and Data...
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Apr 9, 2024 路 4 min read 路 NumPy is a powerful library for numerical computing in Python, offering robust support for large, multi-dimensional arrays and an extensive collection of mathematical functions. Creating Arrays To begin using NumPy, import the library and create arra...
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