Machine Learning is growing in leaps and bounds both in capability and adoption. Listen to our experts discuss the ideas and fundamentals needed to succeed as a Machine Learning Engineer.
Data Paradoxes in Data Sets with Pier Paolo Ippolito - ML 052
Pier Paolo Ippolito joins the adventure to discuss some of the paradoxes or counterintuitive generalizations people make about their datasets. Ben, Chuck, and Pier dive into how to look at statistical data and how to identify trends in the data. Panel Ben Wilson Charles Max Wood Guest Pier Paolo Ippolito Sponsors Dev Influencers Accelerator Level Up | Devchat.tv Links Paradoxes in Data Science Pier Paolo Ippolito Twitter: Pier Paolo Ippolito( @Pier_Paolo_28 ) Picks Ben- Python Type Checking Charles- The 360 Degree Leader Charles- Top End Devs Charles- Become An Author | Top End Devs Charles- Coaching | Top End Devs Charles- The Search for Planet X Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv ) Special Guest: Pier Paolo Ippolito.Sponsored By: Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free.
Testing Your MLOps - ML 051
The panel jumps in to attempt to break your mental build regarding testing your ML Ops. They advocate for good testing practices around your code and systems and discuss how you can reliable test the various parts of your applications including your Machine Learning models. Panel Ben Wilson Charles Max Wood Francois Bertrand Sponsors Dev Influencers Accelerator Level Up | Devchat.tv Picks Ben- The Boston Housing Dataset Charles- Coaching | Top End Devs Charles- The 360 Degree Leader Charles- The Laws of Wealth: Psychology and the Secret to Investing Success Francois- Dune Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv ) Contact Francois: Francois Bertrand GitHub | fbdesignpro/sweetviz Sponsored By: Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free.
Deploying Your Machine Learning Models with FastAPI ft. Ahmad Mustafa Anis - ML 050
Ahmad Mustafa Anis joins the adventure to discuss how he deploys his Machine Learning models using FastAPI. FastAPI is a system for connecting and running Python programs. If your model is built in Python, you can use FastAPI to deploy to Heroku or similar services. Panel Ben Wilson Charles Max Wood Francois Bertrand Guest Ahmad Mustafa Anis Sponsors Dev Influencers Accelerator Level Up | Devchat.tv Links How to deploy Machine Learning/Deep Learning models to the web Machine Learning Guide Podcast Ahmad Anis, Author at cnvrg Ahmad Anis - KDnuggets LinkedIn: Ahmad Anis GitHub: Ahmad Mustafa Anis ( ahmadmustafaanis ) Twitter: Ahmad Mustafa Anis ( @AhmadMustafaAn1 ) Picks Ahmad- Deep Learning for Coders with Fastai and PyTorch Ben- Arcadia: A Novel Charles- JSJ 278 Machine Learning with Tyler Renelle Charles- X: Multiply Your God-Given Potential Charles- The Art of Impossible: A Peak Performance Primer Charles- Lost Ruins of Arnak Charles- Steampunk Rally Charles- Gods Love Dinosaurs Francois- Will and Vision: How Latecomers Grow to Dominate Markets Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv ) Contact Francois: Francois Bertrand GitHub | fbdesignpro/sweetviz Special Guest: Ahmad Mustafa Anis.Sponsored By: Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free.
Monitoring and Evaluating Data Sets ft. Emeli Dral and Elena Samuylova - ML 049
Emeli Dral and Elena Samuylova joins the Adventure to discuss the tools they have built to monitor data quality to determine where data problems occur, what they mean, and how to fix them. Panel Ben Wilson Francois Bertrand Guest Elena Samuylova Emeli Dral Sponsors Dev Influencers Accelerator Level Up | Devchat.tv PodcastBootcamp.io Links Evidently AI When to Retrain an Machine Learning Model? Run these 5 checks to decide on the schedule GitHub | evidentlyai/evidently LinkedIn: Elena Samuylova Twitter: Elena Samuylova ( @elenasamuylova ) LinkedIn: Emeli Dral Twitter: Emeli Dral ( @EmeliDral ) Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Francois: Francois Bertrand GitHub | fbdesignpro/sweetviz Special Guests: Elena Samuylova and Emeli Dral.Sponsored By: Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free. Podcast Bootcamp: Launch an Amazing Sounding Podcast in just 4 WEEKS! Work with a 13 year podcasting veteran to get your podcast started off on the right foot!
The MLOps Community with Demetrios Brinkmann - ML048
Demetrios Brinkmann joins the adventure to discuss how he build and supports the MLOps Slack community and online meetups. He goes into the community, moderation, running meetups, sponsorships, and much more. Panel Ben Wilson Charles Max Wood Francois Bertrand Guest Demetrios Brinkmann Sponsors Dev Influencers Accelerator Level Up | Devchat.tv PodcastBootcamp.io Links MLOps Community Twitter: mlopscommunity ( @mlopscommunity ) LinkedIn: Demetrios Brinkmann Twitter: Demetrios ( @Dpbrinkm ) Picks Ben- MLFlow Charles- Tribe of Millionaires Charles- Top End Devs Demetrios- Make Noise: A Creator's Guide to Podcasting and Great Audio Storytelling Demetrios- Out on the Wire Demetrios- Radiolab: Podcasts Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv ) Contact Francois: Francois Bertrand GitHub | fbdesignpro/sweetviz Special Guest: Demetrios Brinkmann.Sponsored By: Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free. Podcast Bootcamp: Launch an Amazing Sounding Podcast in just 4 WEEKS! Work with a 13 year podcasting veteran to get your podcast started off on the right foot!
How to Build and Organize Production ML Solutions ft. Conor Murphy - ML 047
Conor Murphy joins the adventure to explain how he approaches new problems from customers at databricks and how he helps customers see their way past issues with their current solutions to get the outcomes they want. Panel Ben Wilson Charles Max Wood Francois Bertrand Guest Conor Murphy Sponsors Dev Influencers Accelerator Level Up | Devchat.tv PodcastBootcamp.io Links A dose of awe from the bleeding edge of neuroscience, AI and philosophy LinkedIn: Conor B. Murphy Instagram: Conor B Murphy ( conorbmurphy ) Picks Ben- ArjanCodes - YouTube Charles- PodcastBootcamp.io Charles- Masters of Doom Charles- How to Make Sh*t Happen Charles- Tribe of Millionaires Conor- The Art of Impossible Charles- The Road Back to You Conor- Scale Francois- Favro Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv ) Contact Francois: Francois Bertrand GitHub | fbdesignpro/sweetviz Special Guest: Conor Murphy.Sponsored By: Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free.
Using AI to Make the LifeCycle of Software Development Easier ft. Antonio Alegria - ML 046
Antonio Alegria is the head of AI at Outsystems. He leads the effort to find ways to use AI to augment people's experience building software. He joins in to talk about how Outsystems approaches exploring and implementingAI to make the lifecycle of software development easier. Panel Ben Wilson Francois Bertrand Guest Antonio Alegria Sponsors Dev Influencers Accelerator Level Up | Devchat.tv PodcastBootcamp.io Links A.I., Machine Learning Job Opportunities: What the Experts Think AI In Code Series: OutSystems - AI drives developer navigation, automation & validation The Role of AI Within Low-Code Development How to Become an AI Driven Organization + Using Prebuilt AI Tools to Get Started | OutSystems Outsystems: Revolutionizing App Development for the Enterprise António Alegria, Outsystems | Outsystems NextStep 2020 - YouTube Augmenting The Work of OutSystems Developers With AI-Assisted Development OutSystems Update: AI and Machine Learning for Application Development LinkedIn: OutSystems Twitter: OutSystems ( @OutSystems ) LinkedIn: Antonio Alegria Twitter: Antonio Alegria ( @antonioalegria ) Picks Antonio- Tesla AI Day Ben- ZenML Francois- 7 habits of highly effective people Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Francois: Francois Bertrand GitHub | fbdesignpro/sweetviz Special Guest: Antonio Alegria.Sponsored By: Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free.
Multi-modal AI and Machine Teaching ft. Slater Victoroff - ML 045
Slater Victoroff joins the Adventure to discuss mutli-modal AI and machine teaching with the panel. He starts out explaining what multi-modal AI is and how it works. The conversation goes deep before veering into Machine Teaching. Panel Ben Wilson Francois Bertrand Guest Slater Victoroff Sponsors Dev Influencers Accelerator Level Up | Devchat.tv PodcastBootcamp.io Links LinkedIn: Slater Victoroff Twitter: Slater Victoroff ( @sl8rv ) Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Francois: Francois Bertrand GitHub | fbdesignpro/sweetviz Special Guest: Slater Victoroff.Sponsored By: Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free.
AI Assisted Development ft. Sydney Lai - ML 044
Sydney Lai joins the Adventure to discuss how she and her colleagues build AI assisted features for developers and how that they handle scenarios that they can't always plan for. Panel Ben Wilson Charles Max Wood Guest Sydney Lai Sponsors Dev Influencers Accelerator Level Up | Devchat.tv PodcastBootcamp.io Links Developer Community | OutSystems Software Downloads | OutSystems Twitter: Sydney Lai ( @sydneylai ) Picks Ben- Veritasium Charles- PodcastBootcamp.io Charles- Top End Devs Charles- The Chosen Sydney- Michael Pollan Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv ) Special Guest: Sydney Lai .Sponsored By: Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free.
Data + ML: What Could Go Wrong? ft. Sandeep Uttamchandani - ML 043
Sandeep Uttamchandani joins the Adventure to discuss the relationships between Data Science and Machine Learning. He walks through the ways you should set up, manage, and consider the data you use to build and train your Machine Learning systems to get the outcomes that you want. Panel Ben Wilson Charles Max Wood Guest Sandeep Uttamchandani Sponsors Dev Influencers Accelerator Level Up | Devchat.tv Links 98 things that can go wrong in an ML project The Self-Service Data Roadmap How to build a unicorn AI team without unicorns For Successful AI Projects, Celebrate Your Graveyard Data for Humanity For successful AI projects, celebrate your graveyard and be prepared to fail fast Sandeep Uttamchandani - Medium Sandeep Uttamchandani, Ph.D. Twitter: Sandeep Uttamchandan ( @sandeepu ) Picks Ben- The Self-Service Data Roadmap Charles- Level Up | Devchat.tv Charles- Big Rock Candy Mountain Resort Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv ) Special Guest: Sandeep Uttamchandani.Sponsored By: Top End Devs Coaching: If you have questions about how to grow your skills or take your career to the next level, join us on our next weekly coaching call. It's completely free.
From Software Engineer to Data Engineer ft. Alexey Grigorev - ML 042
Alexey Grigorev joins the Adventure to discuss how software engineers can begin making the transition from Software Engineer to Data Scientist in their career. Ben Wilson also gets asked about this frequently and chimes in with his experience. Panel Charles Max Wood Ben Wilson Francois Bertrand Guest Alexey Grigorev Sponsors Dev Influencers Accelerator Links From Software Engineering to Machine Learning Machine Learning Zoomcamp Datatalks.Club LinkedIn: Alexey Grigorev Twitter: Alexey Grigorev ( @Al_Grigor ) Picks Alexey- Running from Complexity Ben- Machine Learning Bookcamp Charles- Devchat.tv/levelup Francois- Cozy Fall Coffee Shop Ambience - YouTube Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv ) Contact Francois: Francois Bertrand GitHub | fbdesignpro/sweetviz Special Guest: Alexey Grigorev.
Writing Production Code for ML ft. Ken Youens-Clark - ML 041
Ken Youens-Clark joins the adventure to discuss how to write well factored code with tests to help ML be more approachable. He, Ben, and Chuck discuss what it takes to write good code that runs efficiently, is easy to maintain, and still get ML work done. Panel Ben Wilson Charles Max Wood Guest Ken Youens-Clark Links GitHub: Ken Youens-Clark ( kyclark ) Twitter: Ken Youens-Clark ( @kycl4rk ) Picks Ben- David Thorne Charles- Xero Charles- Fireside Charles- Devchat.tv/levelup Ken- Meditation and Mindfulness Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv ) Special Guest: Ken Youens-Clark.
Machine Learning for Tabular Data in Practice ft. Mark Ryan - ML 040
Mark Ryan is our first returning guest to the Adventure. He has created a video series for Manning showing how to use Machine Learning for Tabular data. He walks Ben Wilson through the ins and outs of applying Deep Learning to tabular data sets and the how to find instances where this practice might be the right solution. Panel Ben Wilson Guest Mark Ryan Sponsors Dev Influencers Accelerator Links Deep Learning with Structured Data | Manning Prepare Tabular Data | Manning Mark Ryan - YouTube GitHub: Mark Ryan ( ryanmark1867 ) Twitter: Mark Ryan ( @MarkRyanMkm ) Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Special Guest: Mark Ryan.
Transformers and Attention in Machine Learning ft. Ekrem Aksoy - ML 039
Ekrem Aksoy joins the adventure to discuss transformers and the method of helping Machine Learning algorithms focus on the important parts of an image to determine what to do. Panel Ben Wilson Charles Max Wood Daniel Svoboda Francois Bertrand Guest Ekrem Aksoy Sponsors Dev Influencers Accelerator Links Attention to Transformers Attention in the Human Brain and Its Applications in ML See, Attend and Brake: An Attention-based Saliency Map Prediction Model for End-to-End Driving Ekrem Aksoy - Medium Ekrem Aksoy, PhD - Gradient LinkedIn: Ekrem Aksoy Picks Ben- Read all the blog posts in this episode Charles- Accounting software | Xero Charles- The Prosperous Coach Daniel- Debt - Updated and Expanded: The First 5,000 Years Ekrem- The Book of Why: The New Science of Cause and Effect Ekrem- Attention in Psychology, Neuroscience, and Machine Learning Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv ) Contact Francois: Francois Bertrand GitHub | fbdesignpro/sweetviz
Mentorship in Machine Learning - ML 038
Ben Wilson explains the recent developments at DataBricks with their Machine Learning mentorship program for some of their experts. He talks about his approach to helping the Data Scientists and Developers he's mentoring to understand Machine Learning more deeply and gives advice on how others could and should drive their career forward with Machine Learning. Panel Ben Wilson Charles Max Wood Daniel Svoboda Sponsors Dev Influencers Accelerator Picks Ben- Exploring HD music on Amazon Prime Charles- 50 Grilled Cheese Charles- The Prosperous Coach Charles- Kajabi Daniel- Debt - Updated and Expanded: The First 5,000 Years Contact Ben: Databricks GitHub | BenWilson2/ML-Engineering GitHub | databrickslabs/automl-toolkit LinkedIn: Benjamin Wilson Contact Charles: Devchat.tv DevChat.tv | Facebook Twitter: DevChat.tv ( @devchattv )