How Spotify uses AI to personalize user experiences on the platform? Through collaborative filtering and content-based filtering.
How could two parties communicate securely without having met beforehand to exchange keys?
Bayesian Delegation enables agents to infer the hidden intentions of others
Reverse engineering learned optimizers reveals known and novel mechanisms by Google Brain
Never quit doing something because it's hard, nothing worth having comes easy.
An animated ELI5 way to understand convolutions and its parameters
What are signals? How are analog signals stored? How to generate signals in Python?
3 intriguing tests to measure the IQ of your neural nets.
Highlighting models for most common NLP tasks.
A component by component breakdown analysis on how the Transformer works.
Understanding your problems before implementing your sequence prediction model.
And why we should educate the public about the existence of such technology
A data scientist is also an efficient communicator who brings data to life.
Perfect your travel plans with this strategy - use machine learning to optimize your holiday itinerary!
They inspire and advance together which benefits both fields.
Become Professor X and unlock the secrets of our mind
Data scientist, sexiest job of the 21st century. While they do make discoveries while swimming in data, but the data needs cleaning and labelling first.
A journey from word embeddings to universal sentence encoder to web app demo
How to stay updated with the latest and coolest machine learning advancements
Current status & challenges to advance the BCI field forward
Improving model sensitivity and accuracy by attaching attention gates on top of the standard U-Net
Improve segmentation accuracy with a series of nested, dense skip pathways
Identify the genre and earnings of the movie with movie posters
Works with very few training images and yields more precise segmentation
Understand Airbnb rental landscape in Seattle
The dilemma of exploration and exploitation in reinforcement learning
A reinforcement learning algorithm for agents to learn the tic-tac-toe, using the value function
Pull stock prices from online API and perform predictions using Recurrent Neural Network & Long Short Term Memory (LSTM) with TensorFlow.js framework
Linear Regression vs Logistic Regression for Classification Tasks