Data Pre-Processing - NLP, Agentic AI, APIs & Data Pre-Requisites
This episode explores data structure services, data processing principles, and the evolving role of data in the age of AI.
2 Jun 2025
Requirements Gathering: From Research to Production
This episode examines how to translate research findings into actionable requirements, covering research infrastructure, last-mile delivery, and scaling through quality assurance.
2 Jun 2025
Real-World ML and AI Operations
This episode explores practical machine learning and artificial intelligence operations that extend beyond standard textbook examples.
1 Jun 2025
Performance Optimization : Measurements in an AI-era
The host explores performance optimization, emphasizing tangible and intangible measurements within AI-enabled design teams, highlighting the multi-dimensional nature of optimization and strategic thinking.
1 Jun 2025
End to End Systems Engineering: Building Successful Systems
Industry experts explore end-to-end systems engineering, examining the skills needed for successful system design and implementation, and debate specialization versus generalization in the AI workforce.
1 Jun 2025
Interoperability Before & After AI
The episode explores system design and implementation across diverse data actors, offering teams insights into best practices for cross-platform integrations in an AI-first world.
31 May 2025
Healthcare Informatics Specificities
The host outlines specialized skills required for designing and implementing systems in healthcare informatics, emphasizing patient motivation, provider needs, and regulatory navigation.
31 May 2025
Business Risk Mitigation & Compliance : Considerations for Designing a System
System analysts explore compliance considerations when designing systems, including HIPAA-compliant architecture and cross-industry risk assessment, to ensure safety and navigate multi-stakeholder requirements.
27 May 2025
Four Categories of Data Inconsistencies that Break Automation
This episode explores four categories of data inconsistencies, including naming conflicts and encoding ambiguity, that commonly disrupt automation processes.
4 Mar 2024
Complex Data Visualization Charts
When is it more advantageous to consume a more complex data chart? Decision-making considerations drive this important choice. In this episode, we illustrate the process through which a manager can estimate the complexity of his request, based on the data found by the data scientist or data analyst.
7 May 2023
What does it mean to find a "representative" type?
Reflections on data sets where the underlying characteristics of "the typical record" might be harder to identify.
4 May 2023
4 Points Checklist for Data Errors
Are you running into errors in your data analysis? Here are four quick check-points to reflect on possible error sources. Use them to flesh out your troubleshooting plan.
12 Mar 2023
Supercharged Productivity: An Analyst's POV
Being organized is a pre-requisite for analysts. And by their very nature, analysts tend to adopt productivity systems and design their environments for efficiency. Many decisions go into productivity systems - one of which being the analog, or digital nature of things. An analysts analyzes... productivity systems and fads.
11 Mar 2023
What makes a good Data Analyst?
What makes a good data analyst? With statistical tools and packages that increasingly do the heavy lifting for data analysts, what makes the job of the data analyst difficult? How can you spot a competent analyst?
3 Mar 2023
Use Cases : Useful or Wasteful?
Debate around use cases is rampant. Are use cases worth the time and money? When should they be produced, or avoided? We discuss the use case... for use cases.
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