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 …
Unstructured Data
Learn How to Perform Feature Extraction from Graphs using DeepWalk
Overview Extracting features from tabular or image data is a well-known concept – but what about graph data? Learn how to extract features from …
Feature Engineering for Images: A Valuable Introduction to the HOG Feature Descriptor
Overview Learn the inner workings and math behind the HOG feature descriptor The HOG feature descriptor is used in computer vision popularly for object …
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 …
3 Beginner-Friendly Techniques to Extract Features from Image Data using Python
Overview Did you know you can work with image data using machine learning techniques? Deep learning models are the flavor of the month, but …
NLP Essentials: Removing Stopwords and Performing Text Normalization using NLTK and spaCy in Python
Overview Learn how to remove stopwords and perform text normalization in Python – an essential Natural Language Processing (NLP) read We will explore the …
A Comprehensive Guide to Build your own Language Model in Python!
Overview Language models are a crucial component in the Natural Language Processing (NLP) journey These language models power all the popular NLP applications we …
A Friendly Introduction to Real-Time Object Detection using the Powerful SlimYOLOv3 Framework
Overview Real-time object detection is taking the computer vision industry by storm Here’s a step-by-step introduction to SlimYOLOv3, the latest real-time object detection framework …
Master Dimensionality Reduction with these 5 Must-Know Applications of Singular Value Decomposition (SVD) in Data Science
Overview Singular Value Decomposition (SVD) is a common dimensionality reduction technique in data science We will discuss 5 must-know applications of SVD here and …
OpenAI’s GPT-2: A Simple Guide to Build the World’s Most Advanced Text Generator in Python
Overview Learn how to build your own text generator in Python using OpenAI’s GPT-2 framework GPT-2 is a state-of-the-art NLP framework – a truly …
