Quick Notes on the Basics of Python and the NumPy Library
ArticleVideo Book This article was published as a part of the Data Science Blogathon. “Champions are brilliant at the …
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A Classic Computer Vision Project – How to Add an Image Behind Objects in a Video
ArticleVideo Book Overview Adding an image behind a moving object is a classic computer vision project Learn how to add a logo in a …
The Ultimate NumPy Tutorial for Data Science Beginners
ArticleVideo Book Highlights NumPy is a core Python library every data science professional should be well acquainted with This comprehensive NumPy tutorial covers NumPy …
Demystifying the Mathematics Behind Convolutional Neural Networks (CNNs)
ArticleVideo Book Overview Convolutional neural networks (CNNs) are all the rage in the deep learning and computer vision community How does this CNN architecture …
Build an Image Classification Model using Convolutional Neural Networks in PyTorch
ArticleVideo Book Overview A hands-on tutorial to build your own convolutional neural network (CNN) in PyTorch We will be working on an image classification …
Everything You Ever Wanted to Know About Setting up Python on Windows, Linux and Mac
ArticleVideo Book Overview Facing issues trying to install Python on your Linux, Mac or Windows machine? This article is for you! Step-by-step walkthrough on …
An Introduction to PyTorch – A Simple yet Powerful Deep Learning Library
ArticleVideo Book Introduction Every once in a while, a python library is developed that has the potential of changing the landscape in the field …
Top 28 Cheat Sheets for Machine Learning, Data Science, Probability, SQL & Big Data
ArticleVideo Book Overview Data Science is constantly evolving with new tools, frameworks and technologies Each tool/technique has its own unique use case along with …
Solutions for Skill test: Data Science in Python
ArticleVideo Book Introduction Python is gaining ground very quickly among the data science community. We are increasingly moving to an ecosystem, where data scientists …
A Complete Python Tutorial to Learn Data Science from Scratch
ArticleVideo BookInterview Quiz Overview This article is a complete tutorial to learn data science using python from scratch It will also help you to …
