What is Tokenization in NLP? Here’s All You Need To Know
Highlights Tokenization is a key (and mandatory) aspect of working with text data We’ll discuss the various nuances of tokenization, including how to handle …
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Your Social Distancing Detection Tool: How to Build One using your Deep Learning Skills
Overview Learn how to build your own Social Distancing Tool using your Deep Learning and Computer Vision skills Understand the State-of-the-Art architectures (SOTA) for …
Howzatt! How to Build Your Own Ball Tracking System for Cricket
Overview Learn how to build your own ball tracking system for cricket using computer vision and Python Understand different approaches for tracking fast-moving objects …
An Essential Guide to Pretrained Word Embeddings for NLP Practitioners
Overview Understand the importance of pretrained word embeddings Learn about the two popular types of pretrained word embeddings – Word2Vec and GloVe Compare the …
Sports Analytics – Generating Actionable Insights using Cricket Commentary
Overview What is sports analytics? What are the different use cases of sports analytics? We answer these questions here Understand how sports analytics can …
CNN vs. RNN vs. ANN – Analyzing 3 Types of Neural Networks in Deep Learning
Overview Check out 3 different types of neural networks in deep learning Understand when to use which type of neural network for solving a …
Build Your First Text Classification model using PyTorch
Overview Learn how to perform text classification using PyTorch Grasp the importance of Pack Padding feature Understand the key points involved while solving text …
Want to Generate your own Music using Deep Learning? Here’s a Guide to do just that!
Overview Learn how to develop an end-to-end model for Automatic Music Generation Understand the WaveNet architecture and implement it from scratch using Keras Compare …
Become a Video Analysis Expert: A Simple Approach to Automatically Generating Highlights using Python
Overview Build your own highlights package in Python using a simple approach That’s right – learn how automatic highlight generation works without using machine …
Learn how to Build your own Speech-to-Text Model (using Python)
Overview Learn how to build your very own speech-to-text model using Python in this article The ability to weave deep learning skills with NLP …
