TWIMLcon Day 5: Architecting ML Systems for Inevitable Change
ML Mashups: Creativity in the Past, Present, and Future of Machine Learning
Celebrating 500 Episodes of the TWIML AI Podcast!
Causal Modeling in Machine Learning Webinar – May 2021
Using AI to Map the Human Immune System with Jabran Zahid – Transcript
Sam Charrington: [00:00:00] Welcome to the TWIML AI podcast. I’m your host, Sam Charrington. Hey, what’s up, everyone. Before we jump into today’s interview, I’d like to give a huge thanks to our friends at Microsoft for their continued support of the podcast. Microsoft’s mission is to empower every single person on the planet to...
In our recent TWIMLcon conversation with Solmaz Shahalizadeh, VP of Commerce Intelligence at Shopify, she shared her journey from deploying Shopify’s first machine learning model four years ago to now having over 100 models in production across all aspects of the business. Though she had much to share, one quote that stood out was, “If...
In our recent conversation with Nishan Subedi, VP of Algorithms at Overstock.com, he shared with us his approach to machine learning systems and organizational design. Applying architectural patterns to ML system design Nishan shared how the seminal book “Design Patterns: Elements of Reusable Object-Oriented Software” inspired him to look at system architecture as a set...
How do you build a machine learning platform for one of the world’s largest websites from the ground up? This is the question we posed to Chris Albon, Director of Machine Learning, at the Wikimedia Foundation. This is what told us: Learn everything you can about your organization, the customers it serves, and the critical...
What are the most important factors to consider when building a global data science team? Ya Xu, Head of Data Science at LinkedIn, recently shared at TWIMLcon how she went from being an individual contributor to becoming a data science leader with over 350 global team members. During our conversation, Ya encouraged us to remember...
Sam Charrington: [00:00:00] Welcome to The TWIML AI Podcast. I’m your host, Sam Charrington. Before we jump into the interview, I’d like to take a moment to thank Microsoft for their support of the show and their sponsorship of this series of episodes highlighting just a few of the fundamental innovations behind Azure Cognitive Services....
Today was the sixth day of TWIMLcon and the final day of presentations before we head into a full day of workshops and then a wrap-up unconference. Today we were fortunate to speak to folks from LinkedIn, Intuit, Cloudera, Yelp, Rakuten, Microsoft, Salesforce, and Fiddler. We covered a variety of subjects including: how to build...
Sam Charrington: Hey Everyone! Last week was the first week of our TWIMLcon: AI Platforms conference, and what a great first week it was! Following three days of informative sessions and workshops, we concluded the week with our inaugural TWIMLcon Executive Summit, a packed day featuring insightful and inspiring sessions with leaders from companies like...
Friday’s TWIMLcon Executive Summit closed out a full first week at the conference! Speakers from BP, Walmart, Accenture, Qualcomm, Orangetheory Fitness, and more shared their experiences and insights on key issues faced by AI/ML leaders and teams. The day began with a keynote interview featuring Franziska Bell, VP of Data and Analytics at BP. Fran...
Day 3 of TWIMLcon 2012: AI Platforms was all about how to get models from development to production reliably and consistently by using modern MLOps tools and platforms. (The conference started Tuesday and runs through Friday, January 29th. It’s not too late to join in! Use discount code GREATCONTENT for 25% off registration.) David Hershey,...
Day 2 (of 8!) of TWIMLcon: AI Platforms 2021 was a day of sharing hard-earned lessons. (The conference started yesterday and runs through January 29, 2021. It’s not too late to join in! Use discount code GREATCONTENT for 25% off registration.) We kicked off the day interviewing Faisal Saddiqi, Director of Engineering for Personalization Infrastructure...
We had a solid kick-off today at TWIMLcon 2012: AI Platforms. The conference started today and runs through January 29, 2021. It’s not too late to join in! Use discount code GREATCONTENT for 25% off registration. We started off the day talking to Solmaz Shahalizadeh, VP of Commerce Intelligence, at Shopify. During her time there,...
We hope you’re taking some time to relax over the holidays and want to make sure you have plenty of content for when you’re in the mood for a technical binge! December is always slammed with end-of-year events, and this year is no different. We’ve covered some of the month’s events and innovations in our...
One of the silver linings to an otherwise crazy year was that I spent a lot of time at a desk that would have otherwise been spent in planes, trains, and automobiles. As a result, Team TWIML got quite a lot done this year! I thought I’d share a few of the accomplishments we’re most...
Causality and causal modeling is one of the hottest topics in machine learning. Earlier this year we launched a new causality course and study group with instructor Robert Osazuwa Ness, which received great feedback from students: “I liked the course very much. Robert did a great job of reaching out to students to understand their...
In spite of all the hype, the reality is that the typical enterprise doesn’t need to do anything different to benefit from AI. They won’t need to hire data scientists, or collect any training data, or build any machine learning or deep learning models. It is already the case, and it will be increasingly true...
Running out of gift ideas and need a little inspiration? The TWIML team has you covered! We put together a Holiday Gift Guide featuring some of our favorite AI-enabled products. It’s probably no surprise if you listen to the podcast, but AI has found its way into a bunch of different areas. This is just...
We have a TON of practical presentations coming your way from companies like Google, Spotify, and Intuit – and we’re so excited about these keynotes we just announced!  Keynote Interview with Solmaz Shahalizadeh of Shopify Solmaz is the Vice President of Data Science & Engineering at Shopify. During her time at the company she implemented...
In this webinar on Feature Stores for Accelerating AI Development we’re joined by leaders from Tecton, Gojek, and Preset to discuss how organizations can increase value and decrease time-to-market for machine learning using feature stores, MLOps, and open source. We discuss the main data challenges of AI/ML, and the role of the feature store in solving...
Sam Charrington: Hey, what’s up everyone! We are just a week away from kicking off TWIMLfest, and I’m super excited to share a rundown of what we’ve got in store for week 1. On deck are the Codenames Bot Competition kickoff, an Accessibility and Computer Vision panel, the first of our Wellness Wednesdays sessions featuring...