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1 The SB Starter Kit - Everything You Need or Need to Know to Get Your Business Off the Ground (Part 1) - Trademarks, Patents, LLCs and SCorps 35:28
Building a Data-Driven HR Platform at 15Five with Guy Dassa
Manage episode 446645985 series 2053958
Data and AI are revolutionizing HR, empowering leaders to measure performance and drive strategic decisions like never before.
In this episode, we explore the transformation of HR technology with Guy Dassa, Chief Technology Officer at 15Five, as he shares insights into their evolving data platform. Guy discusses how 15Five equips HR leaders with tools to measure and take action on team performance, engagement and retention. He explains their data-driven approach, highlighting how Apache Airflow supports their data ingestion, transformation, and AI integration.
Key Takeaways:
(01:54) 15Five acts as a command center for HR leaders.
(03:40) Tools like performance reviews, engagement surveys, and an insights dashboard guide actionable HR steps.
(05:33) Data visualization, insights, and action recommendations enhance HR effectiveness to improve their people's outcomes.
(07:08) Strict data confidentiality and sanitized AI model training.
(09:21) Airflow is central to data transformation and enrichment.
(11:15) Airflow enrichment DAGs integrate AI models.
(13:33) Integration of Airflow and DBT enables efficient data transformation.
(15:28) Synchronization challenges arise with reverse ETL processes.
(17:10) Future plans include deeper Airflow integration with AI.
(19:31) Emphasizing the need for DAG versioning and improved dependency visibility.
Resources Mentioned:
https://www.linkedin.com/in/guydassa/
15Five -
https://www.linkedin.com/company/15five/
https://airflow.apache.org/
MLflow -
https://mlflow.org/
DBT -
https://www.getdbt.com/
https://kubernetes.io/
RedShift -
https://aws.amazon.com/redshift/
15Five -
https://www.15five.com/
Thanks for listening to The Data Flowcast: Mastering Airflow for Data Engineering & AI. If you enjoyed this episode, please leave a 5-star review to help get the word out about the show. And be sure to subscribe so you never miss any of the insightful conversations.
#AI #Automation #Airflow #MachineLearning
42 episoade
Building a Data-Driven HR Platform at 15Five with Guy Dassa
The Data Flowcast: Mastering Airflow for Data Engineering & AI
Manage episode 446645985 series 2053958
Data and AI are revolutionizing HR, empowering leaders to measure performance and drive strategic decisions like never before.
In this episode, we explore the transformation of HR technology with Guy Dassa, Chief Technology Officer at 15Five, as he shares insights into their evolving data platform. Guy discusses how 15Five equips HR leaders with tools to measure and take action on team performance, engagement and retention. He explains their data-driven approach, highlighting how Apache Airflow supports their data ingestion, transformation, and AI integration.
Key Takeaways:
(01:54) 15Five acts as a command center for HR leaders.
(03:40) Tools like performance reviews, engagement surveys, and an insights dashboard guide actionable HR steps.
(05:33) Data visualization, insights, and action recommendations enhance HR effectiveness to improve their people's outcomes.
(07:08) Strict data confidentiality and sanitized AI model training.
(09:21) Airflow is central to data transformation and enrichment.
(11:15) Airflow enrichment DAGs integrate AI models.
(13:33) Integration of Airflow and DBT enables efficient data transformation.
(15:28) Synchronization challenges arise with reverse ETL processes.
(17:10) Future plans include deeper Airflow integration with AI.
(19:31) Emphasizing the need for DAG versioning and improved dependency visibility.
Resources Mentioned:
https://www.linkedin.com/in/guydassa/
15Five -
https://www.linkedin.com/company/15five/
https://airflow.apache.org/
MLflow -
https://mlflow.org/
DBT -
https://www.getdbt.com/
https://kubernetes.io/
RedShift -
https://aws.amazon.com/redshift/
15Five -
https://www.15five.com/
Thanks for listening to The Data Flowcast: Mastering Airflow for Data Engineering & AI. If you enjoyed this episode, please leave a 5-star review to help get the word out about the show. And be sure to subscribe so you never miss any of the insightful conversations.
#AI #Automation #Airflow #MachineLearning
42 episoade
Toate episoadele
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1 Overcoming Airflow Scaling Challenges at Apollo GraphQL with Jonathan Rainer 43:39
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1 Orchestrating Analytics and AI Workflows at Telia with Arjun Anandkumar 26:00
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1 The Role of Airflow in Finance Transformation at Etraveli Group with Mihir Samant 21:19
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1 Inside Ford’s Data Transformation: Advanced Orchestration Strategies with Vasantha Kosuri-Marshall 38:54
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1 Powering Finance With Advanced Data Solutions at Ramp with Ryan Delgado 24:35
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1 Exploring the Power of Airflow 3 at Astronomer with Amogh Desai 30:24
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1 Using Airflow To Power Machine Learning Pipelines at Optimove with Vasyl Vasyuta 24:11
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1 Maximizing Business Impact Through Data at GlossGenius with Katie Bauer 25:49
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1 Optimizing Large-Scale Deployments at LinkedIn with Rahul Gade 27:47
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1 How Uber Manages 1 Million Daily Tasks Using Airflow, with Shobhit Shah and Sumit Maheshwari 28:44
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1 Building Resilient Data Systems for Modern Enterprises at Astrafy with Andrea Bombino 28:29
![Artwork](/static/images/128pixel.png)
1 Inside Airflow 3: Redefining Data Engineering with Vikram Koka 30:08
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1 Building a Data-Driven HR Platform at 15Five with Guy Dassa 20:25
![Artwork](/static/images/128pixel.png)
1 The Intersection of AI and Data Management at Dosu with Devin Stein 20:18
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1 AI-Powered Vehicle Automation at Ford Motor Company with Serjesh Sharma 26:11
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