Bijay Kumar 
Working on a data visualization project where I needed to show how data points move in 3D space over time. I wanted a smooth 3D scatter animation that could rotate and update dynamically. The challenge was that while Matplotlib makes it easy to plot static 3D graphs, animating them isn’t as straightforward. So, I decided … Read more >>
Recently, I was working on a Python data visualisation project where I needed to create and save a 3D scatter plot for a presentation. The challenge was not just plotting the data in 3D but also saving the figure in a high-quality format that could be reused later. If you’ve ever tried to save a … Read more >>
I was working on a data visualisation project where I had to analyse customer purchase data across different U.S. states. I wanted to represent the data in a 3D scatter plot using Python Matplotlib so that I could easily see the relationship between income, spending, and satisfaction levels. While creating the plot was easy, I … Read more >>
Recently, I was working on a data visualization project where I had to compare multiple 3D scatter plots side by side. Since I often use Python Matplotlib for creating visualizations, I wanted to create 3D scatter subplots to analyze patterns across different datasets. However, when I first tried it, I realized that while creating a … Read more >>
I was working on a Python data visualization project where I needed to plot a 3D scatter chart using Matplotlib. Everything looked great, except for one thing. The axis ticks were cluttered and not very readable. If you’ve ever faced the same issue, you’re not alone. While Matplotlib provides powerful 3D plotting tools, customizing the … Read more >>
While working on a data visualization project for a U.S.-based analytics firm, I needed to display a large 3D dataset in a way that didn’t look cluttered. The challenge was that overlapping points made it hard to see depth and density. That’s when I decided to make the 3D scatter plot transparent using Python Matplotlib. … Read more >>
When I first started working with Python Matplotlib, I was fascinated by how easily it could visualize complex datasets in 2D. But when I discovered the power of 3D plots, it opened a whole new world of possibilities. In this tutorial, I’ll show you how to create a 3D scatter plot with a line and … Read more >>
Working on a Python data visualization project that required analyzing 3D data points from a manufacturing dataset. I wanted to rotate the 3D scatter plot to examine the relationships between variables from different angles. If you’ve ever tried to visualize 3D data using Matplotlib, you’ve probably noticed that rotation helps you uncover hidden patterns that … Read more >>
Recently, I was working on a project where I needed to classify thousands of product images into multiple categories. Being a Python Keras developer for over four years, I’ve tried several deep learning models, from CNNs to Transformers. In this tutorial, I’ll show you how to perform image classification using the Perceiver model in Keras. … Read more >>
I was working on a deep learning project where I needed a model that could capture spatial relationships more efficiently than traditional convolutional neural networks (CNNs). After exploring various architectures, I came across Involutional Neural Networks, a fascinating concept that reverses the idea of convolution. In this article, I’ll show you how to build an … Read more >>
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