Ray is the future of the serverless API: Learn all about it at Ray Summit, a FREE virtual conference showcasing best practices, real-world case studies, and the latest in AI and scalable systems built on Ray. Join Dave Patterson, Ion Stoica, Manuela Veloso, Azalia Mirhoseini, Michael Jordan, Zoubin Ghahramani, Oriol Vinyals, and many other speakersContinue reading “One Simple Chart: job postings that mention “serverless””
Category Archives: Uncategorized
Natural Language Processing: an industry survey
Dear Friends, We need your help with our Natural Language Processing In Industry Survey. We want to find out how people are using NLP, what tools they are using, and what challenges they face. PLEASE take 5 minutes to fill out our survey and pass it along to your friends and colleagues. In return, you’ll have access to the full reportContinue reading “Natural Language Processing: an industry survey”
Issue #13: Machine Learning Platforms, Graphs, and AI Ethics
This edition has 790 words which will take you about 4 minutes to read.
One Simple Chart: skills gap in data science
NLP in industry survey: We want to find out how people are using NLP, what tools they are using, and what challenges they face. Please take 5 minutes to fill out our survey and pass it along to your friends and colleagues. There are many interesting bits in the recent survey from Anaconda (“The StateContinue reading “One Simple Chart: skills gap in data science”
Five Key Features for a Machine Learning Platform
ML platform designers need to meet current challenges and plan for future workloads. By Ben Lorica and Ion Stoica. [This post originally appeared on the Anyscale blog.] As machine learning gains a foothold in more and more companies, teams are struggling with the intricacies of managing the machine learning lifecycle. The typical starting point isContinue reading “Five Key Features for a Machine Learning Platform”
One Simple Chart: Correlated Technologies
NLP in industry survey: We want to find out how people are using NLP, what tools they are using, and what challenges they face. Please take 5 minutes to fill out our survey and pass it along to your friends and colleagues. A February/2020 survey from Stack Overflow clustered together tools into groups that tendContinue reading “One Simple Chart: Correlated Technologies”
Issue #12: Augmentation, Adversarial ML, the Politics Industry
This edition has 820 words which will take you about 5 minutes to read.
One Simple Chart: Salaries and Cost of Living in Major Technology Hubs in the US
NLP in industry survey: We want to find out how people are using NLP, what tools they are using, and what challenges they face. Please take 5 minutes to fill out our survey and pass it along to your friends and colleagues. Tech workers in the SF Bay Area are paid higher because the costContinue reading “One Simple Chart: Salaries and Cost of Living in Major Technology Hubs in the US”
Notes from the 2020 Spark+AI Summit
I recently live-tweeted some of the keynotes from the 2020 #SparkAISummit and I collected the series of Twitter Threads in this short post: Matei Zaharia on Spark 3.0 Ali Ghodsi on Lakehouses Reynold Xin on Delta Engine and Photon Clemens Mewald on the Data Science Workspace Matei Zaharia on MLflow Kim Hazelwood on deep learningContinue reading “Notes from the 2020 Spark+AI Summit”
One Simple Chart: most companies use multiple cloud providers
Using more than one cloud service – or going multicloud– is increasingly the norm. I looked through six different surveys with release dates ranging from May/2019 to May/2020. The results consistently show that a vast majority of respondents worked at companies that use multiple cloud providers. This is consistent with the results of earlier surveysContinue reading “One Simple Chart: most companies use multiple cloud providers”