DataScience Show Podcast
By Mirko Peters
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Episodes: 102
Description
Welcome to The DataScience Show, hosted by Mirko Peters — your daily source for everything data! Every weekday, Mirko delivers fresh insights into the exciting world of data science, artificial intelligence (AI), machine learning (ML), big data, and advanced analytics. Whether you’re new to the field or an experienced data professional, you’ll get expert interviews, real-world case studies, AI breakthroughs, tech trends, and practical career tips to keep you ahead of the curve. Mirko explores how data is reshaping industries like finance, healthcare, marketing, and technology, providing actionable knowledge you can use right away. Stay updated on the latest tools, methods, and career opportunities in the rapidly growing world of data science. If you’re passionate about data-driven innovation, AI-powered solutions, and unlocking the future of technology, The DataScience Show is your essential daily listen. Subscribe now and join Mirko Peters every weekday as he navigates the data revolution! Keywords: Daily Data Science Podcast, Machine Learning, Artificial Intelligence, Big Data, AI Trends, Data Analytics, Data Careers, Business Intelligence, Tech Podcast, Data Insights.
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datascience.show
Become a supporter of this podcast: https://www.spreaker.com/podcast/datascience-show-podcast--6817783/support.
| Episode | Date |
|---|---|
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Feature Platforms as Strategic Assets: An Executive Playbook for Building and Governing Reusable Features
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Jun 25, 2026 |
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Synthetic Data Strategy for Enterprise AI: An Executive Playbook to Unlock Privacy-Safe Training Data
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Jun 22, 2026 |
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M&A for AI: An Executive Playbook for Due Diligence, Value Capture, and Integration
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Jun 21, 2026 |
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Productizing Data: An Executive Playbook to Turn Models into Revenue-Generating Data Products
|
Jun 20, 2026 |
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Managing ML Technical Debt: An Executive Playbook to Measure, Prioritize, and Retire Risk
|
Jun 19, 2026 |
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Human-in-the-Loop AI: An Executive Playbook to Design, Scale, and Govern Hybrid Decision Systems
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Jun 18, 2026 |
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Data Observability as Executive Strategy: Turning Telemetry into Trust and Faster Value
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Jun 17, 2026 |
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Data Contracts as an Executive Lever: Aligning Trust, Ownership, and Value in the Data Supply Chain
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Jun 16, 2026 |
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Decision Quality: A C-Level Playbook for Measuring and Governing AI-Driven Decisions
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Jun 15, 2026 |
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Operational Resilience for Enterprise ML: Ensuring Continuity When Models Fail
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Jun 14, 2026 |
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Feature Stores as Strategic Infrastructure: A C-Level Playbook for Governance, Scale, and ROI
|
Jun 13, 2026 |
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AI FinOps for Leaders: A C-Level Playbook to Manage Cost, Incentives, and Value
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Jun 12, 2026 |
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Causalization: An Executive Playbook to Turn Causal Inference into Reliable Business Decisions
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Jun 11, 2026 |
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Model Portfolio Management: A C-Level Playbook for Balancing Risk, ROI, and Innovation
|
Jun 10, 2026 |
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Sustainable AI: A C-Level Playbook for Measuring and Reducing Your AI Carbon Footprint
|
Jun 09, 2026 |
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AI in M&A: A C-Level Playbook for Evaluating, Integrating, and Realizing Value from AI Assets
|
Jun 08, 2026 |
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From Experiment to Investment: A C-Level Playbook for AI Economics
|
Jun 07, 2026 |
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End-of-Life for ML: A C-Level Playbook for Retiring, Replacing, and Decommissioning Models
|
Jun 06, 2026 |
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Synthetic Data as an Enterprise Strategy: A Practical Playbook for Leaders
|
Jun 05, 2026 |
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Data Contracts as Executive Controls: A C-Level Playbook for Trustworthy Data
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Jun 04, 2026 |
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Observability as Strategic Control: An Executive Playbook for Data & Model Monitoring
|
Jun 03, 2026 |
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Audit-Ready AI Decision Platforms: An Executive Playbook for Traceable, Compliant Decisions
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Jun 02, 2026 |
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Pricing Intelligence: Executive Playbook for Building Responsible, Revenue-First ML Systems
|
Jun 01, 2026 |
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Governing Continual Learning: An Executive Playbook for Safe, Sustainable Online Models
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May 31, 2026 |
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From Insight to Action: A C-Level Playbook for Building Enterprise Data Literacy
|
May 29, 2026 |
|
Industrial AI in Production: An Executive Playbook for Turning Sensor Data into Reliable Business Services
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May 28, 2026 |
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AI Integration in M&A: A C-Level Playbook for Merging Data, Models, and Teams
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May 27, 2026 |
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Cost-Aware ML: Quantifying the True Cost per Prediction and Aligning Models to Business ROI
|
May 26, 2026 |
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Model End-of-Life: An Executive Playbook for Decommissioning, Migration, and Risk Retirement
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May 25, 2026 |
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Data Contracts as Organizational Glue: Building Trust Between Data Producers and Consumers
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May 24, 2026 |
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Model Observability for Execs: Turning Observability into Business Controls
|
May 23, 2026 |
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Insuring AI: Enterprise Strategies for Liability, Risk Transfer, and Governance
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May 22, 2026 |
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AI Investment Portfolio: A C-Level Playbook to Prioritize and Fund AI Initiatives
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May 04, 2026 |
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Building the AI Runway: Executive Capacity Planning to Sustain AI at Scale
|
May 03, 2026 |
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Data Contracts and SLO-Driven Data Products: An Executive Playbook to Treat Data as a Measurable Service
|
May 02, 2026 |
|
From Pilot to Product: A C-Level Playbook for Packaging and Selling Enterprise AI
|
May 01, 2026 |
|
When Models Break: An Executive Playbook for AI Incident Response
|
Apr 27, 2026 |
|
Features as Products: An Executive Playbook for Strategic Feature Platforms
|
Apr 26, 2026 |
|
Human-in-the-Loop at Enterprise Scale: Building Decision Pipelines Executives Can Trust
|
Apr 23, 2026 |
|
Shadow AI: An Executive Playbook to Discover, Manage, and Harness Unofficial AI Use
|
Apr 22, 2026 |
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Economics-First ML: A C-Suite Playbook for Cost-Aware Models that Protect Margin
|
Apr 21, 2026 |
|
Feature as Product: A C-Suite Playbook for Reusable ML Assets
|
Apr 19, 2026 |
|
ML Chaos Playbook: A C-Suite Guide to Testing, Observability, and Recovery
|
Apr 16, 2026 |
|
Data Contracts as a Funded Service: A Board‑Ready SLA Template and 90‑Day Pilot for Reliable Data
|
Apr 14, 2026 |
|
Synthetic Data Governance: An Executive Playbook to Certify, Procure & Trust Synthetic Training Data
|
Apr 12, 2026 |
|
Uncertainty Accounting: A C‑Suite Playbook to Measure, Budget & Hedge Model Overconfidence
|
Apr 09, 2026 |
|
Purchased Data Signals: An Executive Playbook to Certify, Price, and Failover Third‑Party Feeds
|
Apr 08, 2026 |
|
Algorithmic Pricing Governance: A C‑Suite Playbook to Price with Models, Protect Margin, and Manage Fairness
|
Apr 05, 2026 |
|
Model Concentration Risk: An Executive Playbook to Measure, Diversify, and Insure Single-Point AI Failures
|
Mar 27, 2026 |
|
Revenue Forensics: An Executive Playbook to Detect, Attribute, and Stop AI‑Driven Margin Leakage
|
Mar 15, 2026 |
|
Customer Redress & Remediation: An Executive Playbook for Funded, Trust-Preserving Responses to AI Failures
|
Mar 14, 2026 |
|
Reviewer Market: An Executive Playbook to Build a Scalable Internal Marketplace for Human Oversight
|
Mar 13, 2026 |
|
Consent as Code: An Executive Playbook to Govern Customer Consent Lifecycles for AI
|
Mar 13, 2026 |
|
Feedback Loop Debt: An Executive Playbook to Detect, Quantify & Control Self‑Reinforcing AI Failures
|
Mar 12, 2026 |
|
Decision Latency Budgets: An Executive Playbook to Match AI Speed with Business Tempo
|
Mar 11, 2026 |
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Decision Value Chains: An Executive Playbook to Map, Attribute & Govern Multi‑Model Outcomes
|
Mar 10, 2026 |
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Model Change Management: An Executive Playbook for Safe, Auditable Model Updates
|
Mar 07, 2026 |
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Prompt Governance: An Executive Playbook for Versioning, Provenance & Secure Prompting
|
Mar 06, 2026 |
|
Litigation Readiness: An Executive Playbook for AI‑Related Lawsuits
|
Mar 05, 2026 |
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Stand Up an AI Ethics Board: A 30–90 Day C‑Suite Playbook
|
Mar 04, 2026 |
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Ecosystem AI: An Executive Playbook for Shared Models, Data & Partnership Governance
|
Mar 02, 2026 |
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Independent Assurance: An Executive Playbook to Commission, Fund, and Act on Third‑Party AI Audits
|
Mar 01, 2026 |
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Insure the Unknown: An Executive Playbook for Transferring AI Risk with Insurance, Warranties & Bonds
|
Feb 28, 2026 |
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Model Freshness: An Executive Playbook for Recalibration, Seasonality, and Model Aging
|
Feb 23, 2026 |
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Model Marketplace: An Executive Playbook to Catalog, Certify, and Monetize Reusable Models
|
Feb 20, 2026 |
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The Label Economy: An Executive Playbook to Treat Labeling as a Strategic Asset
|
Feb 19, 2026 |
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Adoption Heatmaps: An Executive Playbook to Map Friction and Prioritize AI Rollouts
|
Feb 19, 2026 |
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Human-in-the-Loop at Scale: An Executive Playbook to Fund, Staff, and Govern Human Oversight for High‑Stakes AI
|
Feb 14, 2026 |
|
Regulatory Sandboxes for AI: An Executive Playbook to Run Auditable Pilot Programs
|
Feb 13, 2026 |
|
Privacy Budget: An Executive Playbook for Managing Data Exposure in Enterprise AI
|
Feb 12, 2026 |
|
Fairness Debt: An Executive Playbook to Detect, Prioritize, and Remediate Unfair AI
|
Feb 11, 2026 |
|
Metric Debt: An Executive Playbook to Audit, Align, and Retire Metrics That Break AI
|
Feb 10, 2026 |
|
Decision Contracts: Turning Predictions into Accountable Business Actions
|
Feb 08, 2026 |
|
Incentives That Stick: Designing Executive and Team Incentives to Deliver Measurable AI Outcomes
|
Feb 07, 2026 |
|
SLOs for AI: An Executive Playbook to Define, Monitor, and Enforce Model & Data Service-Level Objectives
|
Feb 06, 2026 |
|
Price of Intelligence: An Executive Playbook for Governing Algorithmic Pricing
|
Feb 05, 2026 |
|
Causal Decisioning: How Leaders Prove AI Drives Value
|
Feb 04, 2026 |
|
Synthetic Signals: An Executive Playbook for Using Synthetic Data to Unlock Enterprise AI
|
Feb 03, 2026 |
|
AI in the Deal Room: An Executive Playbook for M&A Due Diligence and Post‑Merger Integration
|
Feb 02, 2026 |
|
Sunset Clause: An Executive Playbook for Retiring AI and Managing Model Debt
|
Feb 01, 2026 |
|
AI on the Balance Sheet: A Board Playbook for Measurable Risk
|
Jan 30, 2026 |
|
Buying the Brain: An Executive Playbook for Procuring Foundation Models and Managing TCO
|
Jan 30, 2026 |
|
AI Incident Simulations: A C‑Suite Playbook for Preparing, Responding, and Learning
|
Jan 27, 2026 |
|
Data Products as a Business: Pricing, Funding, and Incentives for Sustainable AI
|
Jan 27, 2026 |
|
Scaling AI: An Executive Playbook for Measurable ROI
|
Jan 23, 2026 |
|
4 Data Modeling Mistakes That Break Data Pipelines at Scale
|
Dec 10, 2025 |
|
The Secret to Thriving as an AI Entrepreneur
|
May 19, 2025 |
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Why Ignoring Data Lineage Could Derail Your AI Projects
|
May 15, 2025 |
|
How AI Creates ‘Brand Brains’ That Outperform Teams
|
May 09, 2025 |
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The Business Leaders' Guide to AI 'Aha!' Moments
|
May 08, 2025 |
|
What a User-Centric Data Map Looks Like
|
May 07, 2025 |
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Why Your Data Might Be Lying to You
|
May 06, 2025 |
|
True Data Detective: How Data Stewards Turn Chaos Into Clarity
|
May 05, 2025 |
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The Data Silo Escape Room: How Federated Governance Unlocks Data Agility
|
May 03, 2025 |
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Transform Your Career with the Seven Rings of Data Leadership
|
May 02, 2025 |
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Transforming Data Science Strategies: From Plans to Behavioral Commitments
|
Apr 30, 2025 |
|
OpenAI's Foray into Social Networking: A Strategic Move or a Detour?
|
Apr 28, 2025 |
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Unlocking the Value of IoT Data: Transformations from Raw to Refined
|
Apr 26, 2025 |
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Machine Learning: The Hidden Patterns in Your Data
|
Apr 25, 2025 |
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Dashboards vs. Data Stories - Choose Wisely!
|
Apr 24, 2025 |
|
Mastering the Art of Dashboard Design: Transforming Data into Actionable Insights
|
Apr 23, 2025 |
|
Navigating the Statistical Seas: Five Pillars of Effective Data Analysis
|
Apr 22, 2025 |