4 Proven Tricks to Improve your Deep Learning Model’s Performance
Overview Deep learning is a vast field but there are a few common challenges most of us face when building models Here, we talk …
Classification
Step-by-Step Deep Learning Tutorial to Build your own Video Classification Model
Overview Learn how you can use computer vision and deep learning techniques to work with video data We will build our own video classification …
Computer Vision Tutorial: Implementing Mask R-CNN for Image Segmentation (with Python Code)
Overview Mask R-CNN is a state-of-the-art framework for Image Segmentation tasks We will learn how Mask R-CNN works in a step-by-step manner We will …
Build a Machine Learning Model in your Browser using TensorFlow.js and Python
Overview TensorFlow.js (deeplearn.js) enables us to build machine learning and deep learning models right in our browser without needing any complex installation steps There …
An Introduction to the Powerful Bayes’ Theorem for Data Science Professionals
Overview Bayes’ Theorem is one of the most powerful concepts in statistics – a must-know for data science professionals Get acquainted with Bayes’ Theorem, …
Data Science Project: Scraping YouTube Data using Python and Selenium to Classify Videos
This article was submitted as part of Analytics Vidhya’s Internship Challenge. Introduction I’m an avid YouTube user. The sheer amount of content I can …
A Practical Introduction to Prescriptive Analytics (with Case Study in R)
This article was submitted as part of Analytics Vidhya’s Internship Challenge. Introduction “What are the different branches of analytics?” Most of us, when we’re …
Predicting Movie Genres using NLP – An Awesome Introduction to Multi-Label Classification
Learn how to build a NLP multi-label classification model for predicting movie genres. This is an awesome Natural Language Processing (NLP) challenge!
Build your First Multi-Label Image Classification Model in Python
Learn how to build your first multi-label image classification model in Python by working on a real-world problem in this in-depth tutorial.
Computer Vision Tutorial: A Step-by-Step Introduction to Image Segmentation Techniques (Part 1)
Presenting a step-by-step detailed tutorial on image segmentation, it’s various techniques, and how to implement them in Python.
