Coronavirus Cases in Highly Industrialized Countries
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Italy has been hit the hardest among top industrialized nations. Japan and Russia have the least number of cases and deaths. Italy and the USA are projected to overtake China in the …
Covariance Matrix Visualization Using Seaborn’s Heatmap Plot
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. This tutorial illustrates how the covariance matrix can be created and visualized using the seaborn library Image by Benjamin O. Tayo Before implementing a machine learning algorithm, it is necessary to select …
Data Visualisation using Pandas and Plotly
Author(s): Saiteja Kura Originally published on Towards AI. Source — Dribbble Let us imagine you are trying to convince a client to invest in your company. You exhibit all the employee’s records and their achievements in the form of an excel sheet …
An Offbeat Approach to Brain Tumor Classification using Computer Vision
Author(s): Navoneel Chakrabarty Originally published on Towards AI. navoneel1092283/Brain_Tumor_Detection_HybridCNN-SVM_Weights Computer Vision plays a very crucial role in the field of Medical Science and this study of Applied Computer Vision in Medical Science is broadly known as Medical Imaging. Now, Computer Vision is …
A Probabilistic Algorithm to Reduce Dimensions: t — Distributed Stochastic Neighbor Embedding (t-SNE)
Author(s): Rajvi Shah Originally published on Towards AI. Top highlight Data Visualization One of the best techniques to reduce dimensions and visualize data based on probabilistic scores. Source: Medium Data Visualization plays a crucial role in real-time Machine Learning applications. Visualizing data …
And Data Asks, “Do I Look Normal to You?”
Author(s): Sanket Shinde Originally published on Towards AI. Data Science Normality tests for data science It is very important as a data analyst or data scientist, one has to assess a sample data at first, source of sample data can be primary …
Overview of Exploratory Data Analysis (EDA) With Haberman Dataset
Author(s): Rajvi Shah Originally published on Towards AI. Data Analysis A practical guide to get started to gain insights from your data. Reference: mc.ai “Data will talk, if you are willing to listen”- Jim Bergeson With the proper use of data, one …
ChatGPT Guide for Data Visualization: Top 80 Most Important Prompts
Author(s): Gencay I. Originally published on Towards AI. Unlock the power of data visualization in Python with Seaborn, Matplotlib, Plotly, and Bokeh: The ChatGPT Guide. Image by Author — Did you know that data visualization is a powerful tool for making sense …
(Part II) Fostering Criminal Justice with Data Science
Author(s): Vincent Liu Originally published on Towards AI. Stories behind the four thousand arrests in DC Source: Official NIBRS Website An Analysis Continued: Explorative Data Analysis In the last blog post, we first-time met the UCR 2021 DC Arrest data. Now, we …
Data Visualization With SQL — A Brief Guide
Author(s): AlishaS Originally published on Towards AI. In data analytics, a picture speaks a thousand words, especially if it’s well presented. By using charts, graphs, and maps, data visualization tells a meaningful story about data in a visual format. This is a …
Let’s Get a Head of %99 of Data Scientist With ChatGPT!
Author(s): Gencay I. Originally published on Towards AI. Unlock the Power of ChatGPT: Mastering Data Science, Machine Learning, and Web Scraping Techniques for Impactful Data Visualization Let’s get a head of %99 of Data Scientist with ChatGPT- Created in Canvas Are you …
ChatGPT Guide: How I’d Learn Data Science if I Could Start Again
Author(s): Gencay I. Originally published on Towards AI. Navigating the Data Science Landscape with Insights from ChatGPT: Machine Learning, Data Visualization, and Web Scraping Techniques. Image by Author- Created in Canvas In the spring of 2017, I decided to start a career …
Univariate, Bivariate, and Multivariate Analysis
Author(s): Ann Mary Shaju Originally published on Towards AI. A beginner guide to exploratory data analysis using Matplotlib and Seaborn Photo by Luke Chesser on Unsplash Data is increasing daily, and in order to understand useful information and gain insights from data …
SpeakGPT Instead of ChatGPT! Let’s Do the Data Project by Just Speaking!
Author(s): Gencay I. Originally published on Towards AI. Unleashing the Power of ChatGPT in Data Science by Speaking Created in LeonardoAI Last day, I was analyzing my transactions by using Python. At that time, my cat jumps into my lap and wants …
Stop Creating Boring Vanilla Plots — Use Matplotlib Annotations Instead
Author(s): Bex T. Originally published on Towards AI. Be a pro and stand out Image by me with Midjourney Every single tutorial or course I took did not care to spend more than 5 minutes explaining annotations in Matplotlib. If I googled …
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