Adventures in Machine Learning

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 WilsonCharles Max WoodFrancois Bertrand Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Picks Ben- The Boston Housing DatasetCharles- Coaching | Top End DevsCharles- The 360 Degree LeaderCharles- The Laws of Wealth: Psychology and the Secret to Investing Success Francois- Dune Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Contact Francois: Francois BertrandGitHub | 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.Advertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

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 WilsonCharles Max WoodFrancois Bertrand Guest Ahmad Mustafa Anis Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Links How to deploy Machine Learning/Deep Learning models to the webMachine Learning Guide PodcastAhmad Anis, Author at cnvrgAhmad Anis - KDnuggetsLinkedIn: Ahmad AnisGitHub: Ahmad Mustafa Anis ( ahmadmustafaanis ) Twitter: Ahmad Mustafa Anis ( @AhmadMustafaAn1 ) Picks Ahmad- Deep Learning for Coders with Fastai and PyTorchBen- Arcadia: A NovelCharles- JSJ 278 Machine Learning with Tyler RenelleCharles- X: Multiply Your God-Given Potential Charles- The Art of Impossible: A Peak Performance Primer Charles- Lost Ruins of ArnakCharles- Steampunk Rally Charles- Gods Love Dinosaurs Francois- Will and Vision: How Latecomers Grow to Dominate Markets Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Contact Francois: Francois BertrandGitHub | 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.Advertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

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 WilsonFrancois Bertrand Guest Elena SamuylovaEmeli Dral Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tvPodcastBootcamp.io Links Evidently AIWhen to Retrain an Machine Learning Model? Run these 5 checks to decide on the scheduleGitHub | evidentlyai/evidentlyLinkedIn: Elena SamuylovaTwitter: Elena Samuylova ( @elenasamuylova )LinkedIn: Emeli DralTwitter: Emeli Dral ( @EmeliDral ) Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Francois: Francois BertrandGitHub | 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! Advertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

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 WilsonCharles Max WoodFrancois Bertrand Guest Demetrios Brinkmann Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tvPodcastBootcamp.io Links MLOps CommunityTwitter: mlopscommunity ( @mlopscommunity )LinkedIn: Demetrios BrinkmannTwitter: Demetrios ( @Dpbrinkm ) Picks Ben- MLFlowCharles- Tribe of MillionairesCharles- Top End DevsDemetrios- Make Noise: A Creator's Guide to Podcasting and Great Audio StorytellingDemetrios- Out on the WireDemetrios- Radiolab: Podcasts Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Contact Francois: Francois BertrandGitHub | 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! Advertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

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 WilsonCharles Max WoodFrancois Bertrand Guest Conor Murphy Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tvPodcastBootcamp.io Links A dose of awe from the bleeding edge of neuroscience, AI and philosophyLinkedIn: Conor B. MurphyInstagram: Conor B Murphy ( conorbmurphy ) Picks Ben- ArjanCodes - YouTubeCharles- PodcastBootcamp.ioCharles- Masters of DoomCharles- How to Make Sh*t HappenCharles- Tribe of MillionairesConor- The Art of ImpossibleCharles- The Road Back to YouConor- ScaleFrancois- Favro Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Contact Francois: Francois BertrandGitHub | 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.Advertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

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 WilsonFrancois Bertrand Guest Antonio Alegria Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tvPodcastBootcamp.io Links A.I., Machine Learning Job Opportunities: What the Experts ThinkAI In Code Series: OutSystems - AI drives developer navigation, automation & validationThe Role of AI Within Low-Code DevelopmentHow to Become an AI Driven Organization + Using Prebuilt AI Tools to Get Started | OutSystemsOutsystems: Revolutionizing App Development for the EnterpriseAntónio Alegria, Outsystems | Outsystems NextStep 2020 - YouTubeAugmenting The Work of OutSystems Developers With AI-Assisted DevelopmentOutSystems Update: AI and Machine Learning for Application DevelopmentLinkedIn: OutSystemsTwitter: OutSystems ( @OutSystems )LinkedIn: Antonio AlegriaTwitter: Antonio Alegria ( @antonioalegria ) Picks Antonio- Tesla AI DayBen- ZenMLFrancois- 7 habits of highly effective people Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Francois: Francois BertrandGitHub | 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.Advertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

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 WilsonFrancois Bertrand Guest Slater Victoroff Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tvPodcastBootcamp.io Links LinkedIn: Slater Victoroff Twitter: Slater Victoroff ( @sl8rv ) Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Francois: Francois BertrandGitHub | 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.Advertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

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 WilsonCharles Max Wood Guest Sydney Lai Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tvPodcastBootcamp.io Links Developer Community | OutSystemsSoftware Downloads | OutSystemsTwitter: Sydney Lai ( @sydneylai ) Picks Ben- VeritasiumCharles- PodcastBootcamp.ioCharles- Top End DevsCharles- The ChosenSydney- Michael Pollan Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: 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.Advertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

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 WilsonCharles Max Wood Guest Sandeep Uttamchandani Sponsors Dev Influencers AcceleratorLevel Up | Devchat.tv Links 98 things that can go wrong in an ML projectThe Self-Service Data RoadmapHow to build a unicorn AI team without unicornsFor Successful AI Projects, Celebrate Your GraveyardData for HumanityFor successful AI projects, celebrate your graveyard and be prepared to fail fastSandeep Uttamchandani - MediumSandeep Uttamchandani, Ph.D.Twitter: Sandeep Uttamchandan ( @sandeepu ) Picks Ben- The Self-Service Data RoadmapCharles- Level Up | Devchat.tvCharles- Big Rock Candy Mountain Resort Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: 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.Advertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

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 WoodBen WilsonFrancois Bertrand Guest Alexey Grigorev Sponsors Dev Influencers Accelerator Links From Software Engineering to Machine LearningMachine Learning ZoomcampDatatalks.ClubLinkedIn: Alexey Grigorev Twitter: Alexey Grigorev ( @Al_Grigor ) Picks Alexey- Running from ComplexityBen- Machine Learning BookcampCharles- Devchat.tv/levelupFrancois- Cozy Fall Coffee Shop Ambience - YouTube Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv ) Contact Francois: Francois BertrandGitHub | fbdesignpro/sweetviz Special Guest: Alexey Grigorev. Advertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.