Our Favorite Posts Of Last Week (Nov 18, 2018)

The SEO Guide to Migrate International Websites #IntSSBCN

Upcoming SlideShare Loading in …5 × The SEO Guide to Migrate International Websites #IntSSBCN 1. #internationalmigrations at #IntSSBCN by @aleyda from @orainti The SEO Guide to Migrate International Websites #internationalmigrations at #IntSSBCN by @aleyda from @orainti 2.
Link: https://www.slideshare.net/aleydasolis/the-seo-guide-to-migrate-international-websites-intssbcn
Word Count: 2360

How to Develop Convolutional Neural Network Models for Time Series Forecasting

Convolutional Neural Network models, or CNNs for short, can be applied to time series forecasting. There are many types of CNN models that can be used for each specific type of time series forecasting problem.
Link: https://machinelearningmastery.com/how-to-develop-convolutional-neural-network-models-for-time-series-forecasting/
Word Count: 3945

Dictionary Definitions from Word Embeddings using Variational Autoencoders

In this blog post, I’ll describe a model I built in collaboration with Angel Chang for generating dictionary definitions of word vectors. Dense word embedding are known to capture the meaning of words in a way that is effective for many downstream Natural Language Processing (NLP) tasks.
Link: http://ijdykeman.github.io/ml/2017/05/12/vae-definition-generator.html
Word Count: 2551

Announcing PyTorch 1.0 for both research and production

The path for taking AI development from research to production has historically involved multiple steps and tools, making it time-intensive and complicated to test new approaches, deploy them, and iterate to improve accuracy and performance.
Link: https://code.fb.com/ai-research/announcing-pytorch-1-0-for-both-research-and-production/
Word Count: 1113

Introducing Chartify: Easier chart creation in Python for data scientists

Why we built a new open source Python data visualization library. Have you ever been frustrated with the complicated experience of making charts in Python? We have, so we created Chartify, an open-source Python library that wraps Bokeh to make it easier for data scientists to create charts.
Link: https://labs.spotify.com/2018/11/15/introducing-chartify-easier-chart-creation-in-python-for-data-scientists/
Word Count: 766