Anix LynchProanixblog.hashnode.dev·Oct 3, 202420 Polars concepts with Before-and-After Examples1. Creating DataFrames (pl.DataFrame) 🏗️ Boilerplate Code: import polars as pl Use Case: Create a DataFrame to hold your data, similar to pandas. 🏗️ Goal: Store and manipulate data in a high-performance DataFrame structure. 🎯 Sample Code: # Creat...DiscussMatplotlib
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
NAGARAJU ALOORIaloori080898.hashnode.dev·Sep 18, 2024Matplotlib basics to advance topics with examplesMatplotlib is a versatile plotting library for creating static, interactive, and animated visualizations in Python. Let's go through the basics to advanced topics with explanations and examples. Basics 1. Basic Plotting Line Plot: import matplotli...DiscussMatplotlib
NAGARAJU ALOORIaloori080898.hashnode.dev·Sep 17, 2024A Comprehensive Guide to MatplotlibMatplotlib is a widely-used plotting library in Python, essential for data visualization. It allows users to create static, interactive, and animated plots in a variety of formats. Whether you're working with simple line plots, complex bar charts, or...DiscussMatplotlib
Innocent Ezamaezama.hashnode.dev·Sep 17, 2024Global COVID-19 Vaccination Progress: Analysis, Insights & RecommendationsIntroduction As part of my journey in data analysis, I explored the global vaccination progress against COVID-19 using data from February 2021 to January 2022. The dataset provided a snapshot of a critical phase in the global fight against the pandem...DiscussPython
ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com·Sep 12, 2024How to Use Python for Financial Analysis and Algorithmic TradingPython has become one of the most popular programming languages for financial analysis and algorithmic trading, thanks to its simplicity, versatility, and a robust ecosystem of libraries. Whether you're a finance professional looking to automate your...Discuss·10 likes·98 readsPythonPython
ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com·Sep 12, 2024Top Python Libraries for Data Science in 2024The rapid growth of data science has led to the emergence of a powerful ecosystem of Python libraries designed for every step of the data science workflow: data manipulation, visualization, machine learning, deep learning, and statistical analysis. I...Discuss·11 likes·26 readsPythontop python libraries for data science in 2024
ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com·Sep 9, 2024How to Create and Train a Machine Learning Model from ScratchMachine learning (ML) has revolutionized the way we approach problem-solving, enabling computers to learn from data and make decisions or predictions. In this blog, we’ll walk through the process of creating and training a machine learning model from...Discuss·93 readsMachine Learningbuild model
ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com·Sep 2, 2024Python for Financial Data Analysis Using Custom Indicators and AlgorithmsFinancial data analysis is a critical component of making informed investment decisions. With Python, a powerful and versatile programming language, you can build your own financial indicators and algorithms to analyze market data and predict future ...Discuss·10 likesPythonPython
ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com·Aug 30, 2024How to use Python for automatic data collection and visualization in ExcelExcel is a powerful tool for data analysis and visualization, but manually creating reports can be time-consuming and prone to errors. Automating Excel reporting with Python can save you time, ensure accuracy, and allow you to update reports with fre...Discuss·11 likesPythonxlsxwriter
