On the podcast this week, we have a great interview with Google Developer Advocate, Dale Markowitz. Aja Hammerly and Jon Foust are your hosts, as we talk about machine learning, its best use cases, and how developers can break into machine learning and data science. Dale talks about natural language processing as well, explaining that it’s basically the intersection of machine learning and text processing. It can be used for anything from aggregating and sorting Twitter posts about your company to sentiment analysis.
For developers looking to enter the machine learning space, Dale suggests starting with non life-threatening applications, such as labeling pictures. Next, consider the possible mistakes the application can make ahead of time to help mitigate issues. To help prevent the introduction of bias into the model, Dale suggests introducing it to as many different types of project-appropriate data sets as possible. It’s also important to continually monitor your model.
Later in the show, we talk Google shop, learning about all the new features in Google Translate and AutoML.
Dale MarkowitzDale Markowitz is an Applied AI Engineer and Developer Advocate for ML on Google Cloud. Before that she was a software engineer in Google Research and an engineer at the online dating site OkCupid.
Cool things of the week Build a dev workflow with Cloud Code on a Pixelbook blog Feminism & Agile blog New homepage and improved collaboration features for AI Hub blog Interview TensorFlow site Natural Language API site AutoML Natural Language site Content Classification site Sentiment Analysis site Analyzing Entities site Translation API site AutoML Translate site Google Translate Glossary Documentation docs Google News Lab site AI Platform’s Data Labeling Service docs Question of the weekHow many different ways can you run a container on GCP?
GKE Cloud Run App Engine Flexible Environmnet Compute Engine VM as a computer Where can you find us next?Dale will be at DevFest Minneapolis, DevFest Madison, and London NEXT.
Jon will be at the internal Google Game Summit and visiting Montreal.
Aja will be holding down the fort at home.
Sound Effect Attribution “Mystery Peak2” by FoolBoyMedia of Freesound.org “Collect Point 00” by LittleRobotSoundFactory of Freesound.org “Cinematic Piano” by Ellary of Freesound.orgHow UniSuper is helping Australians get the best of their superannuation fund investments with cloud
Creating a sustainable EV ecosystem in Taiwan with ChargeSmith
Tapping onto AI to build a more sustainable future with Recursive AI
Streamlining the Philippine education network with an all-in-one school management app with Wela
GoJek’s digital journey to becoming one of Indonesia’s biggest multi-platform apps
2022 Year End Wrap Up
Cloud Workstations with Marcos Grappeggia and Antoine Castex
Active Assist and Resource Lifecycle Management with Sharon Fang and Michael Sudakovitch
Database Migration Service with Shachar Guz, Inna Weiner, and Gabe Weiss
ML/AI Data Science for Data Analytics with Jed Dougherty and Dan Darnell
Assured Workloads with Key Access Justifications with Bryce Buffaloe and Seth Denney
Digital Sovereignty with Archana Ramamoorthy and Julien Blanchez
Top 5 Data & Analytics Launches from Next 2022 with Bruno Aziza and Maire Newton
Next 2022 with Forrest Brazeal and Stephanie Wong
2022 State of DevOps Report with Nathen Harvey and Derek DeBellis
DEI and Belonging in the Cloud with Jason Smith
Vertex AI Experiments with Ivan Nardini and Karthik Ramachandran
Storage Spotlight with Sean Derrington and Nishant Kohli
GKE Turns 7 with Tim Hockin
Launching Products at Google Cloud with Anita Kibunguchy-Grant and Gabe Weiss
Create your
podcast in
minutes
It is Free
Insight Story: Tech Trends Unpacked
Zero-Shot
Fast Forward by Tomorrow Unlocked: Tech past, tech future
The Unbelivable Truth - Series 1 - 26 including specials and pilot
Elliot in the Morning