By Parul Pandey – 9 min read
Imagine you are a Data Scientist and in your free time you try to predict where your friends will go on vacation in the summer based on their facebook and twitter data you have.
Graduating in GANs: Going from understanding generative adversarial networks to running your own
By Cecelia Shao – 11 min read
Read how generative adversarial networks (GANs) research and evaluation has developed then implement your own GAN to generate handwritten digits
The problem with data science job postings
By Jeremie Harris – 4 min read
Every once in a while, you notice something that you realize you probably should have noticed a long time ago. You start to see it everywhere. You wonder why more people aren’t talking about it.
Which Deep Learning Framework is Growing Fastest?
By Jeff Hale – 8 min read
In September 2018, I compared all the major deep learning frameworks in terms of demand, usage, and popularity in this article. TensorFlow was the undisputed heavyweight champion of deep learning frameworks. PyTorch was the young rookie with lots of buzz.
Building a Content Based Recommender System for Hotels in Seattle
By Susan Li – 5 min read
The cold start problem is a well known and well researched problem for recommender systems, where system is not able to recommend items to users. due to three different situation i.e. for new users, for new products and for new websites.
Step-by-Step Guide to Creating R and Python Libraries (in JupyterLab)
By Sean McClure – 32 min read
R and Python are the bread and butter of today’s machine learning languages. R provides powerful statistics and quick visualizations, while Python offers an intuitive syntax, abundant support, and is the choice interface to today’s major AI frameworks.
Weight Initialization in Neural Networks: A Journey From the Basics to Kaiming
By James Dellinger – 11 min read
I’d like to invite you to join me on an exploration through different approaches to initializing layer weights in neural networks.
Cleaning, Analyzing, and Visualizing Survey Data in Python
By Charlene Chambliss – 10 min read
If you work in data at a D2C startup, there’s a good chance you will be asked to look at survey data at least once. And since SurveyMonkey is one of the most popular survey platforms out there, there’s a good chance it’ll be SurveyMonkey data.