MLOpsRoundup @mlopsroundup
Why is ML in the real world difficult? This newsletter brings together the best articles, news and papers. By @rish_bhargava and @nihit_desai. mlopsroundup.substack.com Joined September 2020-
Tweets56
-
Followers755
-
Following66
-
Likes50
👀 Join us on May 27th at 9am PT for a live event with @josh_wills (@WeaveGrid, Slack, Cloudera, Google) and @nihit_desai (Refuel, Meta, Linkedin) on building real world machine learning systems. Bring your q's! us06web.zoom.us/webinar/regist…
Refuel.ai is sponsoring a limited number of seats in the upcoming MLOps course with @nihit_desai! Apply here: corise.com/course/mlops
I'll be speaking at the #DataAISummit in San Francisco this year! On drift, model monitoring and feedback for human-in-the-loop #MachineLearning systems Check out the complete agenda (with a stellar lineup of keynotes and breakout sessions) here: databricks.com/dataaisummit/n…
[New Post] The 2022 edition of Emerging Architectures for Data Infrastructure is out today! We argue *platforms* are taking shape in the data ecosystem (though very early) - detailed architectures & analysis in the post (w/ @martin_casado, @JenniferHli) future.a16z.com/emerging-archi…
A new (mini) edition of our newsletter is out, with an exciting announcement: "MLOps - from Models to Production", a 4-week course that we are developing in partnership with @corise_, is almost ready to go live! The first iteration starts 5/2. Details👇 mlopsroundup.substack.com/p/issue-31-a-n…
👋 After a brief hiatus, a new edition of our newsletter is out! Learnings from building ML platforms at @NetflixEng, @DoorDashEng & @SpotifyEng; explainable ML for healthcare; @beondeck Data Science; hybrid human/ML systems for Integrity; and more: mlopsroundup.substack.com/p/issue-30-ml-…
New edition of the newsletter is here! We cover the 2021 State of AI report by @nathanbenaich and @soundboy, the annual @kaggle survey on trends in data science, new ML resources by @FeatureformML and @Databand_ai and more. Check it out here: mlopsroundup.substack.com/p/issue-29-sta…
Happy Monday folks! Kick off the week with our latest newsletter. We cover @mattturck's ML Data and AI landscape; @eugeneyan's ApplyingML project; a paper on COVID border testing; @aronMaurer's post on blocking spam at Slack, and more.. Check it out: mlopsroundup.substack.com/p/issue-28-mad…
Data Science Weekly - Issue 410 - mailchi.mp/datasciencewee…
I recently did an interview with @eugeneyan, where I share some thoughts on the machine learning infra and tooling ecosystem, and my experience building ML systems. You can check it out here: applyingml.com/mentors/nihit-…
In our latest edition, we cover a paper on the machine learning challenges in medical imaging, discuss a recent article on machine unlearning by @tsimonite, share @DoorDashEng strategies for matching supply and demand, and much more. Check it out: mlopsroundup.substack.com/p/issue-27
Despite the potential of machine learning, it still isn’t a mainstream business tool. Better data-centric MLOps tooling can play a major role in making sure every machine learning project is successful. 👉 openview.vc/3k6DuG6
Our newsletter turned 1 today! 🎉 Thank you to all our readers for your support, it's a pleasure to be on this journey with all of you
Check out this list of AI newsletters put together by @andrey_kurenkov: medium.com/@andreykurenko…. Appreciate the shoutout!
Anomaly detection by @GoogleAI; Inferring concept drift @andrew_reed_r and @NishaMuktewar; Applying NLP in legal hearings by @CatalinVoss and @StanfordHAI .. all this and more in our latest newsletter: mlopsroundup.substack.com/p/issue-26-con…
New research alert! Our own @andrew_reed_r and @NishaMuktewar have been exploring the issue of detecting concept drift when the cost of obtaining labeled data to validate model performance is high. Check out our latest report here: concept-drift.fastforwardlabs.com
Three excellent resources for mastering Machine Learning cutt.ly/VWYL7Nv #MachineLearning #Python @mlmemoirs @machinelearnTec @inside_ai @mlopsroundup @gradientpub @jackclarkSF @DeepLearningAI_ @mrdbourke @paperswithcode @jjding99 @charlotte_stix @Neural @AndyHorvitz
In the latest newsletter we cover @Tesla AI Day; a paper on Feature Stores by Stanford, Uber and Apple; a recent @NIST proposal on reducing AI bias; ML Monitoring by @nubank and more: mlopsroundup.substack.com/p/issue-25-tes…
AI for self-driving at @Porsche; Bootstrapping labels for ML by @eugeneyan; a recent MLOps Twitter thread by @neal_lathia; new tools for ML are more.. check out our latest newsletter! mlopsroundup.substack.com/p/issue-24-ai-…
Sarah Catanzaro @sarahcat21
12K Followers 1K Following “All methods are sacred if they are internally necessary” (GP @amplifypartners, prev @canvasvc; Head of Data @Mattermark; @palantirtech; @c4ads)
Shreya Shankar @sh_reya
39K Followers 589 Following I study ML & AI engineers and try to make their lives a little better. PhD-ing in databases & HCI @Berkeley_EECS @UCBEPIC and MLOps-ing around town. She/they.
deweyj @deweyj1
96 Followers 3K Following
AI/ML API @aimlapi
3 Followers 61 Following One API 100+ AI Models Accessible 24/7 High Performance & Cost Efficiency: Enjoy GPT-4 level accuracy at 80% less cost, making your projects scalable
Blue sea @Bluesea_989
162 Followers 1K Following
Babashango @Babashan9o
115 Followers 194 Following
Blattner Tech @blattnertech
104 Followers 339 Following #PredictiveInnovation meets #DigitalTransformation at Blattner Tech. Dive into the future of AI & ML with us. #PredictiveAnalytics #MachineLearningInnovations
Christoph Jasper @chrijasp
83 Followers 403 Following
N V V RAJ KIRAN @rajkiran616
10 Followers 42 Following
Gurpreet Kaur @GurupreetJethra
82 Followers 875 Following Gen AI Data Scientist👩🏻🎓| Former AA: IIM-A | Former Analyst: Central Govt. Of India | AI Researcher| Machine Learning| LLM| NLP| DL| CV| Data Science| MLOps
Arun Kanumalla @arunkanumalla
33 Followers 787 Following
Robert Scoble @Scobleizer
504K Followers 68K Following Follow me on my new podcast with AI startups, Unaligned. Tech industry color commentator since 1993. Author/Blogger. Former strategist @Microsoft.
Charles Highsmith @Highsmith_Chuck
401 Followers 5K Following Winston-Salem native. Poli Sci major from UNC-CH. Bank data processing from 1979 - thru 2015. Retired. Current focus is machine intelligence and robotics.
Brett Starr @starrvelous
157 Followers 2K Following Father of 5. Husband of 1. All things data from creation to visualization. ML AI Engineering. RPA. Spark. Cloud. Kanban. Adjunct Professor. Coach of kid sports.
Devshree Gawande @DevshreeG
50 Followers 106 Following Love to read, swim. Wanna go on adventures. Software Engineer by profession.
Katie Conn @KatieConn17
4 Followers 175 Following Investing in pre-seed & seed stage B2B software companies building in the UK 🌱 #seed #vc
Vasanth Raghu @naironics
60 Followers 5K Following
Tirumalarao Naidu @tirunaidu
692 Followers 5K Following
Omer Nadirler @OmerNadirler
611 Followers 4K Following @bentleyu @mullenloweus @digitas alum + currently predicting stuff @sna_consult + sapere aude
vandit tyagi @grindeat1
32 Followers 581 Following
Iraj @dataexpert89
349 Followers 675 Following Self-taught dev, interested in things like #Python 🐍, ML, AI, data analysis, developing software, networking and making friends 🤝
linpeng @AlLearning12
0 Followers 193 Following
Jonas Tischer @JonasTischer
20 Followers 83 Following 🧑💻Buillding 🇨🇳Chinese Language Learning apps powered by 🤖AI
Preet Garach @preet_garach
8 Followers 61 Following Data Science Intern @ GalaxyCard |Ex - ML Engineer Intern @ Nimblebox Data Science | MLOps | Artificial Intelligence Open to collaborations on AI/ML projects.
Mauro Loprete @mloprete17
163 Followers 752 Following
Ashish Patel @imashish2604
109 Followers 292 Following AI Researcher Scientist & Chief Data Scientist at IBM | Author of Hands-on Time Series Analytics with Python | Keras Contributor | IBM Quantum
Fabiana Barbosa @fabibarbos
93 Followers 592 Following Cientista de Dados / Governança de Dados / Sustentabilidade Adoro Viajar!! Próximo destino!!??
Neeraj S @promlops
11 Followers 152 Following Machine Learning, MLOps, Data Engineering Msc in Robotics from Technical University of Munich Aspiring product manager Curious Writer
Haya Samaana @HayaSamaana
34 Followers 201 Following Senior Lecturer @ An Najah National University/ Palestine. Software Engineering, Software Engineering for AI.
Vivek Kumar @26_Vivekk
10 Followers 290 Following Applied Scientist @Microsoft | NLP | Deep Learning
Deshraj Yadav @deshrajdry
2K Followers 559 Following Co-founder and CTO @embedchain | AI Platform @tesla_ai Autopilot | Creator https://t.co/IO6zWGJh4s | Prev. @Snapchat @GeorgiaTech
Dominik Martens @DominikMartens_
25 Followers 161 Following
Andrej Karpathy @karpathy
978K Followers 904 Following 🧑🍳. Previously Director of AI @ Tesla, founding team @ OpenAI, CS231n/PhD @ Stanford. I like to train large deep neural nets 🧠🤖💥
Erik Bernhardsson @bernhardsson
38K Followers 3K Following Building @modal_labs when I'm not posting bangers about data and software. Previously built the music rec sys at Spotify and ran the eng team at Better.
Sarah Catanzaro @sarahcat21
12K Followers 1K Following “All methods are sacred if they are internally necessary” (GP @amplifypartners, prev @canvasvc; Head of Data @Mattermark; @palantirtech; @c4ads)
Andrew Ng @AndrewYNg
1.0M Followers 912 Following Co-Founder of Coursera; Stanford CS adjunct faculty. Former head of Baidu AI Group/Google Brain. #ai #machinelearning, #deeplearning #MOOCs
Shreya Shankar @sh_reya
39K Followers 589 Following I study ML & AI engineers and try to make their lives a little better. PhD-ing in databases & HCI @Berkeley_EECS @UCBEPIC and MLOps-ing around town. She/they.
Nathan Benaich @nathanbenaich
51K Followers 32K Following solo member of investment staff @airstreet, brewing ambition @airstreetcafe, next token predictor @airstreetpress
Toronto Machine Learn.. @TMLS_TO
5K Followers 2K Following Community of practitioners working to promote and encourage the adoption of successful ML projects. Organizers of TMLS in June, and @MLOpsWorld Oct, Austin TX.
Superb AI @superb_hq
400 Followers 293 Following End-to-end training data platform that automates data preparation at scale and makes building datasets quick, systematic and repeatable. Backed by @ycombinator
Blake Arensdorf @blakearensdorf
328 Followers 149 Following Building @joincoho. Prev @beondeck, @amazon. Focusing on growth, learning how to grow, and helping others w/ both.
Katie #reworkAI @reworkkatie
823 Followers 1K Following Head of Events @teamrework - Events in #DeepLearning #AI & #MachineLearning - Applying emerging technology to solve challenges in business & society.
Monitaur @MonitaurAI
216 Followers 177 Following AI Governance Software. Machine Learning Assurance.
DataScienceWeekly @DataSciNews
33K Followers 211 Following An in-depth look at the world of Data Science. Sign up for our free weekly newsletter featuring curated news, articles and jobs related to Data Science...
sigmoid.social/@andre.. @andrey_kurenkov
5K Followers 2K Following A "doctor" of AI courtesy of @StanfordAILab 🤖 Working at a tiny AI startup. Co-creator of @gradientpub and @Last_Week_in_AI fan of fun, Russian, he/him
Stanford HAI @StanfordHAI
86K Followers 558 Following The official account of the @Stanford Institute for Human-Centered AI, advancing AI research, education, policy, and practice to improve the human condition.
Faisal Alsrheed @FaisalAlsrheed
9K Followers 984 Following PhD in AI | Hands-on | Code contributor to Keras 3.0 with over 6500 lines of code | Participated in 140 Kaggle competitions & ranked within the top 300 globally
Dhruv Ghulati @dhruvghulati
3K Followers 2K Following 🇳🇱Applied AI @ Uber| Founder @factmata (NLP for #misinformation online), @ForbesUnder30 @joinef. Tweet about #philosophy, #psychology, & #AI
Sudeep Pillai @sudeeppillai
2K Followers 3K Following Co-founder / CEO @autonomi_ai | Founder Fellow @southpkcommons | Ex-ML Engineering Lead @ToyotaResearch | CS PhD @MIT #girldad
Neal Lathia @neal_lathia
5K Followers 1K Following I tweet about machine learning, data, science, and data science. CTO @ Gradient Labs (he/him)
Abe Gong @AbeGong
3K Followers 3K Following Geek parent. Founder/CEO at Great Expectations. Human-centric: Data, ai, startups, dev tools, systems thinking.
Kirsten Lloyd @kirstenelloyd
318 Followers 332 Following Co-founder & GTM at @getmodzy 🤖| Thinking about new ways to reach customers 💭 | Riding a bike that goes nowhere 🚲| she/her. #womeninAI
LANDING AI @LandingAI
9K Followers 908 Following Landing AI provides a cutting-edge software platform that enables #ComputerVision easy for a wide range of applications across all industries
Anthropic @AnthropicAI
262K Followers 26 Following We're an AI safety and research company that builds reliable, interpretable, and steerable AI systems. Talk to our AI assistant Claude at https://t.co/aRbQ97uk4d.
Darina Goldin @DarinaGoldin
201 Followers 80 Following Principal data scientist at @bayesesports. I mostly use this to complain about things nobody wants to hear me complain about.
Krishna Gade @krishnagade
6K Followers 1K Following Founder & CEO at @fiddlerlabs, Building Trust into AI. Prior: @facebook, @pinterest, @twitter, @microsoft
Jim Dowling @jim_dowling
2K Followers 1K Following Co-founder and CEO @hopsworks. Organizer of the feature store summit. I am writing a book on Building ML Systems for O'Reilly.
Nikita Johnson @nikitaljohnson
4K Followers 4K Following Founder of @teamrework. All things #DeepLearning #AI & #MachineLearning to solve challenges in industry & society. #reworkDL
TuringPost @TheTuringPost
62K Followers 16K Following Newsletter exploring AI & ML - Weekly trends - LLM/FM insights - Unicorn spotlights - Global dynamics - History Led by @kseniase_ Elevate your AI game 👇🏼
Johann Hauswald @JohannHauswald
94 Followers 270 Following Postdoc @stanford, cofounder @ClincAI, CSE PhD @umich
Brandon Yang @bclyang
419 Followers 719 Following cofounder @cartesia_ai | prev @StanfordAILab, @SnorkelAI, @GoogleBrain
ZenML @zenml_io
1K Followers 2K Following Open-source pipeline framework that integrates all your ML tools. Get all your ML workflows running on any tooling stack with minimum effort.
Nicolas Koumchatzky @nkoumchatzky
4K Followers 2K Following AI infra at NVIDIA, ex-#TwitterCortex, Madbits (acquired by Twitter), DeriveXperts (acquired by Markit)
ParisMachineLearning @ParisMLgroup
5K Followers 897 Following We're the Paris ML Meetup. One of world's largest (8300+) https://t.co/z6d9xH9wTC @BardolFranck, @JackieForien, @CFalguiere & @IgorCarron
Pachyderm @pachyderminc
3K Followers 464 Following Automate data transformations with data versioning and lineage. #datacentricai
Viswajith V @viswajithiii
119 Followers 278 Following Curious. Optimist. Engineer. Currently @SnowflakeDB.
ai-infra-alliance @AiInfra
818 Followers 150 Following AI Infrastructure Alliance - Building the Canonical Stack of AI/ML.
Charlie You @CharlieYouAI
3K Followers 2K Following building @rwa_xyz | smol angel investor | also into jiu jitsu, climbing, poker
Pinecone @pinecone
25K Followers 134 Following Build knowledgeable AI with the Pinecone vector database.
Tristan Zajonc @tristanzajonc
2K Followers 2K Following Cofounder/CEO at @Continual_AI. AI, data, startups, economics. Formerly @Cloudera, @SensePlatform.
Jake Flomenberg @jflomenb
1K Followers 227 Following Partner @Wing_VC; interested next-gen infrastructure, enterprise software applications, and security. Former Partner@Accel. Ex product guy @Splunk & @Cloudera
Eugene Yan @eugeneyan
17K Followers 601 Following ML, Recsys, LLMs @ Amazon. Prev: Alibaba, Lazada, IBM, startup. Building ML systems to serve customers at scale; Writing to learn & teach.
Sam Charrington @samcharrington
19K Followers 3K Following Machine learning & AI podcaster, community builder and all around enthusiast. Creator of the @TWIMLAI Podcast, TWIMLcon, TWIMLfest & the TWIML Solutions Guide.
Mohamed Zahran @mZahran001
578 Followers 2K Following Deep learning research engineer Autonomous systems, @Udacity
Rohith Desikan @RohithDesikan
238 Followers 739 Following Climate, Software, Data/ML & Sustainability opinions. Some sports and conservation as well. @Stanford @GeorgiaTech @WeaveGrid #TCK. I don’t shitpost enough
MLOps Community @mlopscommunity
10K Followers 344 Following The MLOps community is an open and transparent community where all are welcome to participate. It is a place where MLOps practitioners can collaborate and share
Seph Mard @SephMard
209 Followers 1K Following Product @weights_biases 👨🏻💻 Building developer tools for ML practitioners 🪄 Previously @DataRobot and @Ally 🤖 📈 Aspiring @DukeMBB fan 😈 and cyclist 🚴
James Le @le_james94
3K Followers 4K Following Developer Experience @twelve_labs 💬🤝 Podcast @ https://t.co/pKygoPYwsx🎤 Write @ https://t.co/yPKthVo0Vw📝 Read @ https://t.co/fT3YsMZi4E📚
Christoph Molnar @ChristophMolnar
30K Followers 1K Following Author of Interpretable Machine Learning https://t.co/gJKlTA2deP | Newsletter: https://t.co/6fQuMr8yI8
Pete Skomoroch @peteskomoroch
53K Followers 7K Following Investor and AI startup founder. Focus: AI, LLMs, LifeOps, AI Product Management. Was founder @SkipFlag. EIR @Accel. Data Science & ML @LinkedIn, @AOL & @MIT
The TWIML AI Podcast @twimlai
13K Followers 2K Following This Week in #MachineLearning & #AI (podcast) brings you the most interesting and important stories from the world of #ML and artificial intelligence.
Akshay Agrawal @akshaykagrawal
4K Followers 385 Following Building @marimo_io. PyMDE, CVXPY, & ex TensorFlow developer. Minimum-Distortion Embedding book author. Stanford BS/MS/PhD.Are researchers putting too much burden on this smol boy?
Thanks @BornsteinMatt @martin_casado @JenniferHli! My biggest takeaways for ML: * Data > Modeling as a performance lever * Pre-trained models for unstructured data * Monitoring ecosystem is still fragmented but maturing * Explainability still largely seems like a niche use case
[New Post] The 2022 edition of Emerging Architectures for Data Infrastructure is out today! We argue *platforms* are taking shape in the data ecosystem (though very early) - detailed architectures & analysis in the post (w/ @martin_casado, @JenniferHli) future.a16z.com/emerging-archi…
6/ Challenge #1: Low prevalence makes collecting good training data expensive. As systems go through maturity phases, different techniques prove most effective (related - checkout this excellent post by @eugeneyan eugeneyan.com/writing/bootst…)
8/ Challenge #3: Drift is widespread. Your entire system needs to be adaptive (ML models, business rules, annotation guidelines etc). Invest in robust measurement of the ecosystem, model and data. These can inform how model retraining, prioritizing data collection etc.
1/ Content Moderation: Reducing harm to the user community and the platform from illegal/undesirable content (typically with hybrid human + #MachineLearning systems). 3 learnings from having worked on it at @facebook & talking to engineers who've worked on it elsewhere:
The @stateofaireport 2021 is live! Est. 2018, @soundboy and I compile the most important work in AI research, industry, talent, and politics to inform conversation about the #stateofai. Our report is open-access to all. Here's a director's cut 🧵: stateof.ai
Check this out!! Matt Turck's ML and AI landscape. #MachineLearning #ArtificialIntelligence #AI #MLOps
Happy Monday folks! Kick off the week with our latest newsletter. We cover @mattturck's ML Data and AI landscape; @eugeneyan's ApplyingML project; a paper on COVID border testing; @aronMaurer's post on blocking spam at Slack, and more.. Check it out: mlopsroundup.substack.com/p/issue-28-mad…
Cool that my Annoy library is used at the LHC. Presentation by @AMROUCHEsabrina: indico.cern.ch/event/742793/c… (thanks @protocol7 for finding)
Good list of AI newsletters to keep up with a lightning fast industry. #MachineLearning #AI #MLOps
Check out this list of AI newsletters put together by @andrey_kurenkov: medium.com/@andreykurenko…. Appreciate the shoutout!
In this upcoming event, @rish_bhargava is discussing similarities and differences between ML and Analytics across tools and applications. Sign up here: eventbrite.de/e/similarities…
Take a look at the latest edition of @mlopsroundup with really cool info on inferring concept drift using unsupervised techniques on the feature set as well as NLP in legal settings. #MachineLearning #MLOps
Anomaly detection by @GoogleAI; Inferring concept drift @andrew_reed_r and @NishaMuktewar; Applying NLP in legal hearings by @CatalinVoss and @StanfordHAI .. all this and more in our latest newsletter: mlopsroundup.substack.com/p/issue-26-con…
Wrote a blog post for @StanfordHAI about the role that NLP can play in analyzing the big mountains of hearing transcripts that our criminal justice system produces. To make things better, not worse. hai.stanford.edu/news/natural-l…
Three excellent resources for mastering Machine Learning cutt.ly/VWYL7Nv #MachineLearning #Python @mlmemoirs @machinelearnTec @inside_ai @mlopsroundup @gradientpub @jackclarkSF @DeepLearningAI_ @mrdbourke @paperswithcode @jjding99 @charlotte_stix @Neural @AndyHorvitz
@LM_Braswell Happy to chat and trade notes! @nihit_desai and I have been following this space for a while and write @mlopsroundup as well.
Sample Newsletters: - Analytics Engineering (@jthandy) - Import AI (@jackclarkSF) - Data Elixir (@lonriesberg) - NLP News (@seb_ruder) - Your Guide to AI (@nathanbenaich) - The Algorithm (@_KarenHao) - @mlopsroundup - @PTKDaily - @TheSequenceAI
I joined Snorkel because I was inspired by the team + vision for a unique data-centric approach to transform every step of the AI lifecycle. Two years later and somehow I'm more excited than I was, and there's even more left to do. Come join us!🦄
We are delighted to announce our $85 million Series C at a $1 billion valuation to accelerate #DataCentricAI, with funding by @BlackRock, Addition Capital, @lightspeedvp, @GreylockVC, @googleventures, and more. Read more in @Fortune ↓ snkl.ai/seriesc
@mlopsroundup @annargrs @MadeWithML @MLOpsWorld Thanks for the mention 👍😃
Can you detect COVID-19 using Machine Learning? 🤔 You have an X-ray or CT scan and the task is to detect if the patient has COVID-19 or not. Sounds doable, right? None of the 415 ML papers published on the subject in 2020 was usable. Not a single one! Let's see why 👇
In personal news, I’m thrilled to announce that I’ll be joining @MIT as tenure-track assistant professor in July 2022! My lab will investigate neural scene representations, inverse graphics, neural rendering, and their applications in vision, graphics, robotics, and AI! (1/n)
Trends for United States
You might like
