Ashmit Kantiashmitandcoding.hashnode.dev·17 hours agoAll about Pandas and NumpyNumpy NumPy is a library for the Python programming language, adding support for large, multi-dimensional arrays and matrices, along with a large collection of high-level mathematical functions to operate on these arrays. Guide to Numpy: - NumPy user...Discusspandas
Cyber Michaelacybermichaela.hashnode.dev·Oct 20, 2024NumPy Tutorial: Basic to Advance1. Introduction to NumPy NumPy (Numerical Python) is the fundamental package for scientific computing in Python. It provides support for large, multi-dimensional arrays and matrices, along with a wide variety of high-level mathematical functions to ...DiscussPython
Sai Sravanthisaisravanthi.hashnode.dev·Oct 12, 2024Using Python for Data Analysis: Libraries and Best PracticesPython has become the go-to language for data analysis due to its simplicity, versatility, and powerful libraries. With an active community and extensive documentation, it enables both beginners and experienced analysts to manipulate, analyze, and vi...DiscussPython
Shivanshi Singhshivanshi770.hashnode.dev·Sep 30, 2024Getting Started with NumPy for Data ScienceNumPy (Numerical Python) is a powerful library for numerical computing in Python, widely used in data science for its efficiency in handling large datasets and mathematical operations. In this article, we’ll explore the basics of NumPy, its importanc...Discussnumpy
Sabin Gairetime-series-projectsp-500-case-study.hashnode.dev·Sep 30, 2024S&P 500 Stock Market Time Series Case StudyIn this blog post, I'll walk you through a Python-based data analysis project where I explore stock data for four major tech companies: Apple (AAPL), Amazon (AMZN), Google (GOOGL), and Microsoft (MSFT). Using tools like Pandas, NumPy, Matplotlib, Sea...DiscussPython 3
Alioke Michaelmicahtech.hashnode.dev·Sep 26, 2024Dog Breed ClassificationTo Classify Different Dog Breeds and identify a particular breed of the Dog. Who's that doggy in the window?, Dogs are incredible. But have you ever been sitting at a cafe or seen a dog walking around the street, or seen a Dog and not known what bree...DiscussTensorFlow
Hussain ahmadhussain424.hashnode.dev·Sep 26, 2024How scipy is more powerful than numpyIf you're getting into data science or machine learning, you might have come across two popular Python libraries: NumPy and SciPy. Both are very useful for working with data, but they are designed for different purposes. Let's break down the key diff...Discuss·1 likeMachine Learning
Usama waqasusamawaqastechblog.hashnode.dev·Sep 18, 2024Understanding Pandas: A Comprehensive GuidePandas is a Python library used for data analysis and manipulation. It provides powerful tools to work with data in a structured way, often in the form of tables (called DataFrames). Basic Concepts in Pandas DataFrames: Think of a DataFrame as a ta...Discusspandas
Usama waqasusamawaqastechblog.hashnode.dev·Sep 18, 2024Step-by-Step Guide to Reading Files with Python’s Open () FunctionTo read a file in Python using the open() function, you can follow these steps: Open the file: Use the open() function to specify the file path and the mode (in this case, read mode "r"). Read the contents: You can either read the whole file or rea...DiscussPython
NAGARAJU ALOORIaloori080898.hashnode.dev·Sep 17, 2024Building a California Housing Price Prediction Model Using Gradient Boosting and Feature Selection: A Comprehensive GuideIn this project, we aim to build a robust machine learning model to predict house prices in California using the California Housing dataset. By utilizing a powerful algorithm like Gradient Boosting Regressor and applying advanced techniques such as F...Discusspandas
