A Classic Computer Vision Project – How to Add an Image Behind Objects in a Video
Overview Adding an image behind a moving object is a classic computer vision project Learn how to add a logo in a video using …
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NumPy
The Ultimate NumPy Tutorial for Data Science Beginners
Highlights NumPy is a core Python library every data science professional should be well acquainted with This comprehensive NumPy tutorial covers NumPy from scratch, …
Demystifying the Mathematics Behind Convolutional Neural Networks (CNNs)
Overview Convolutional neural networks (CNNs) are all the rage in the deep learning and computer vision community How does this CNN architecture work? We’ll …
Build an Image Classification Model using Convolutional Neural Networks in PyTorch
Overview A hands-on tutorial to build your own convolutional neural network (CNN) in PyTorch We will be working on an image classification problem – …
Everything You Ever Wanted to Know About Setting up Python on Windows, Linux and Mac
Overview Facing issues trying to install Python on your Linux, Mac or Windows machine? This article is for you! Step-by-step walkthrough on how to …
An Introduction to PyTorch – A Simple yet Powerful Deep Learning Library
Introduction Every once in a while, a python library is developed that has the potential of changing the landscape in the field of deep …
Top 28 Cheat Sheets for Machine Learning, Data Science, Probability, SQL & Big Data
Overview Data Science is constantly evolving with new tools, frameworks and technologies Each tool/technique has its own unique use case along with features and …
Solutions for Skill test: Data Science in Python
Introduction Python is gaining ground very quickly among the data science community. We are increasingly moving to an ecosystem, where data scientists are comfortable …
A Complete Python Tutorial to Learn Data Science from Scratch
Overview This article is a complete tutorial to learn data science using python from scratch It will also help you to learn basic data …
9 popular ways to perform Data Visualization in Python
Introduction The beauty of art lies in the message it conveys. At times, reality is not what we see or perceive. The endless efforts …
