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 WilsonCharles Max WoodDaniel SvobodaFrancois Bertrand Guest Ekrem Aksoy Sponsors Dev Influencers Accelerator Links Attention to TransformersAttention in the Human Brain and Its Applications in MLSee, Attend and Brake: An Attention-based Saliency Map Prediction Model for End-to-End DrivingEkrem Aksoy - MediumEkrem Aksoy, PhD - GradientLinkedIn: Ekrem Aksoy Picks Ben- Read all the blog posts in this episodeCharles- Accounting software | XeroCharles- The Prosperous CoachDaniel- Debt - Updated and Expanded: The First 5,000 Years Ekrem- The Book of Why: The New Science of Cause and EffectEkrem- Attention in Psychology, Neuroscience, and Machine Learning 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/sweetvizAdvertising 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.
29 Heinä 20211h 1min
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 WilsonCharles Max WoodDaniel Svoboda Sponsors Dev Influencers Accelerator Picks Ben- Exploring HD music on Amazon PrimeCharles- 50 Grilled CheeseCharles- The Prosperous CoachCharles- KajabiDaniel- Debt - Updated and Expanded: The First 5,000 Years Contact Ben: DatabricksGitHub | BenWilson2/ML-EngineeringGitHub | databrickslabs/automl-toolkitLinkedIn: Benjamin Wilson Contact Charles: Devchat.tvDevChat.tv | FacebookTwitter: DevChat.tv ( @devchattv )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.
22 Heinä 20211h 5min
Productionized Machine Learning Engineers featuring Laszlo Sragner - ML 037
Laszlo Sragner joins the adventure to discuss how to make your machine learning approach production ready. The discussion ranges through code quality and how to build and manage your models to keep them production ready and delivering the outcomes you're looking for. Panel Ben WilsonCharles Max WoodFrancois Bertrand Guest Laszlo Sragner Sponsors Dev Influencers Accelerator Links Laszlo's NewsletterHow to solve Machine Learning problems for production? (Part 1)How to solve Machine Learning problems for production? (Part 2)Need for Speed: Why High Quality Code Matters in Data ScienceLinkedIn: Laszlo Sragner Picks Ben- Laszlo's NewsletterCharles- The Ruthless Elimination of HurryCharles- Atlas ShruggedCharles- Oathbringer Charles- StravaFrancois- AudibleLaszlo- Software Engineering at GoogleLaszlo- Move Fast and Break Things 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/sweetvizAdvertising 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.
13 Heinä 202159min
Data Pipelines with Metaflow featuring Ville Tuulos - ML 036
Ville Tuulos is a former Netflix data scientist and engineer who now helps people manage their data pipelines. He's the author of Effective Data Science Infrastructure from Manning publishing and the creator of the Metaflow system for managing data pipelines. He explains how to think about data and how to plan out how to gather, manage, and transform your data using a system like Metaflow. Panel Ben WilsonCharles Max WoodFrancois Bertrand Guest Ville Tuulos Sponsors Dev Influencers Accelerator Links MetaflowLinkedIn: Ville TuulosTwitter: Ville Tuulos ( @vtuulos ) Picks Ben- Databricks Feature StoreCharles- Atlas ShruggedCharles- 2 C clamps and a 2x6” board for clamping monitor armsCharles- DevOps in BioInformatics with Jillian Rowe – DevOps 074 | Devchat.tvFrancois- LucidchartVille- Weather API 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/sweetvizAdvertising 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.
8 Heinä 202155min
Machine Learning: More than Just an Algorithm - ML 035
The conversation starts out asking what’s coming down the pipeline for the Machine Learning community. Ben explains why it’s hard to predict and leads the conversation into what the challenges really are in Machine Learning and the movements across the field to make it more clear on how to get value from your ML setup. Panel Ben WilsonCharles Max WoodFrancois Bertrand Sponsors Dev Influencers Accelerator Picks Ben- OptunaBen- GitHub | optuna/optunaCharles- DigitalOceanCharles- Napoleon Hill's Outwitting the DevilCharles- Dev Influencers | Devchat.tvFrancois- Discord 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/sweetvizAdvertising 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.
1 Heinä 202152min
How to Get Started in Machine Learning - ML 034
In this episode, Ben, Francois and Chuck talk about the skills and knowledge that will help you get started with machine learning. Ben outlines 3 different things that will get you started faster than anything else. Francois and Chuck add a couple more things and they discuss the best ways to implement each one of these skills or tactics to become a top notch Machine Learning Engineer. Panel Ben WilsonCharles WoodFrancois Bertrand Sponsors Dev Influencers Accelarator Picks Ben- Evidently AICharles- Psycho-CyberneticsCharles- Focus BlocksFrancois- Clockify 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/sweetvizAdvertising 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.
24 Kesä 202151min
Scaling video processing with Deep Learning - ML 033
In this episode we talk with Serhii Maksymenko about how to scale video processing with DL frameworks. From buffered asynchronous processing to how to get started with projects of this complexity, Serhii discusses his project work and unique take on how to build these systems without breaking the bank. Panel Ben WilsonCharles Max WoodFrancois Bertrand Guest Serhii Maksymenko Sponsors Dev Influencers Accelerator Links Deep Learning-based Real-time Video ProcessingLinkedIn: Serhii Maksymenko Picks Ben- MLOps CommunityBen- Hands-on Scala ProgrammingBen- Sixteen Different Flavours of Hell Charles- Who Now HowCharles- Masters Swim TeamCharles- As a Man ThinkethCharles- Psycho-CyberneticsFrancois- FeaturetoolsFrancois- CometSerhii- Atomic Habits 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/sweetvizAdvertising 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.
17 Kesä 202153min
The 3 Essentials for Successful Job Outcomes - BONUS
Chuck dives into the 3 essentials for getting the next successful outcome you want in your career. Whether that's something simple like a raise or something more complex like going freelance, you can achieve it by working on 3 main areas. First, building skills. The most obvious type of skills you'll need is technical skills. However, don't neglect your people skills and your organizational skills as well since you're often paid for how you work with people and enhance their work and how you put your work together in the most efficient ways. Second, building relationships. Often other people will be able to help you find the opportunities or will be the ones to make the decisions that impact your ability to get the outcome you want. Having good relationships is key to having good outcomes. Third, building recognition. Being known for being valuable in important ways allows you to leverage the skills you have to build better relationships and create opportunities to get what you need to get the outcomes you want by giving people what they want. A podcast is a great way to do all three. Chuck explains exactly how that works in this podcast and goes deeper as part of the Dev Influencers Accelerator. Panel Charles Max WoodAdvertising 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.
4 Kesä 202135min
