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 …
Advanced
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 …
Here are 7 Data Science Projects on GitHub to Showcase your Machine Learning Skills!
Overview Working on Data Science projects is a great way to stand out from the competition Check out these 7 data science projects on …
How can you Convert a Business Problem into a Data Problem? A Successful Data Science Leader’s Guide
Overview Effectively translating business requirements to a data-driven solution is key to the success of your data science project Hear from a data science …
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 …
Building a Recommendation System using Word2vec: A Unique Tutorial with Case Study in Python
Overview Recommendation engines are ubiquitous nowadays and data scientists are expected to know how to build one Word2vec is an ultra-popular word embeddings used …
Simplifying Google AI’s Best Paper at ICML 2019 on Unsupervised Learning
Overview Check out Google AI’s best paper from ICML 2019 There is a heavy focus on unsupervised learning in Google AI’s paper We have …
How do Transformers Work in NLP? A Guide to the Latest State-of-the-Art Models
Overview The Transformer model in NLP has truly changed the way we work with text data Transformer is behind the recent NLP developments, including …
Comprehensive Guide to Text Summarization using Deep Learning in Python
Introduction “I don’t want a full report, just give me a summary of the results”. I have often found myself in this situation – …
