Operationalizing Data Product Delivery in the Data Ecosystem16 min|Defining the Foundations to Underpin Data Products and the Operational Processes to Build ThemDylan Anderson , and , and , and
How to Turn Your Data Team Into Governance Heroes🦸🏻13 min|Building Star Governance Teams, Roles & Responsibilities, Impact Overview, Tech Enablers, Best Practices, and more!Tiankai Feng, and Vivek Dubey, and , and
What an Actual Lean AI Strategy Looks Like?8 min|Avoiding Compounding Costs, Multiplying Impact of AI Initiatives, Mitigating Fatal or Hidden Risks, and Always Putting Data First 🥇Michele Nieberding, and , and , and
Our Journey to 3K! ✈️4 min|All things Modern Data, Community Initiatives, and New Resources!Modern Data 101, and , and , and
AI Augmentation to Scale Data Products to a Data Product Ecosystem10 min|Where AI Augments the Data Product Lifecycle, The Significance of User Experience, and The Ability to Focus on Advanced Verticals with Less Resources at HandBrij Mohan Singh, and Ritwika Chowdhury, and Rakesh Vishvakarma, and
Where Exactly Data Becomes Product: Illustrated Guide to Data Products in Action12 min|Concrete Step-by-Step Journey, Debunking Confusion and Dilution, and Importance of Social / Cultural StructuresAnimesh Kumar, and Travis Thompson, and , and
Could Data Products Save (Real) Money?7 min|Value Evaluation Model, Calculation Functions, Product Remediation, and more!Francesco De Cassai, and , and , and
Semantics and Data Product Enablement - A Practitioner's Secret 11 min|Bare-bone Purpose & Key Components of the Semantic Layer, The Data Product Divergence and Impact, and Driving Business Value at Scale.Frances O'Rafferty, and , and , and
Tearing Down the Monolith | The Rise of Microservices & Modular Architecture in Data Engineering9 min|Common Anti-Patterns, the Most Immediate Alternatives, and Existing Stack Boosters.Hugo Lu, and Vivek Dubey, and , and
Does your LLMs speak the Truth: Ensure Optimal Reliability of LLMs with the Semantic Layer12 min|Are you building your LLMs wrong? Bring in the semantics layer as the cushioning interface for the LLM.Animesh Kumar, and , and , and Ritwika Chowdhury
dbt for Data Products: Cost Savings, Experience, & Monetisation | Part 315 min|Part 3 of the Series on Leveraging Your Existing Stacks/Tools to Build Data ProductsAnimesh Kumar, and Modern Data 101, and , and
Medallion Approach to Data Products: Beyond the Promised "Gold"8 min|Trustworthy Doesn't Mean Certified: The Different Degrees of Trust in a Data MeshFrancesco De Cassai, and Modern Data 101, and , and
Usage Analytics Roadblocks: Solving with Model-First Data Products15 min|The pangs of usage analytics, purpose-driven and measurable solutions, and a direct bridge between data and business like never before!Shubhanshu Jain, and Soumadip De, and Ritwika Chowdhury, and
Snowflake for Data Products: Data Monetisation & Experience | Part 29 min|Part 2 on Leveraging Existing Stacks by Optimising the Three Forks of Business: Cost Savings, Monetisation, and Experience of Data CitizensAnimesh Kumar, and Dr. Balaji Muthusubramanian, and Samadrita Ghosh, and
Build Data Products With Snowflake | Part 1: Leveraging Existing Stacks10 min|Optimising Snowflake Cost, Integrating Snowflake Sources, and Driving Faster BusAnimesh Kumar, and Dr. Balaji Muthusubramanian, and Samadrita Ghosh, and
How to Supercharge Your MarTech Stack14 min|Recipe for a "Secret Sauce", Centralised Data Platforms, and the Before and AfteMichele Nieberding, and Modern Data 101, and , and
The Semantic Layer Movement: The Rise & Current State14 min|Semantic Mistrust, The Reliable Semantic Stack, Data APIs & ProductsAnimesh Kumar, and Modern Data 101, and , and
Data Products Speak Revenue. How?10 min|Purpose-Driven Capability of Data Products to Generate Revenue StreamsShubhanshu Jain, and Ritwika Chowdhury, and , and
How to Create a Governance Strategy That Fits Decentralisation Like a Glove10 min|Need to Shift Right, Federated Governance Fundamentals, & Resolving Policy ConflCharlotte Ledoux, and Vivek Dubey, and Modern Data 101, and
Our Journey to 2K! ✈️7 min|All things Data Products, Impactful Approaches, Community Perspectives, and New Modern Data 101, and , and , and
Data Orchestration for Data Products - Hugo Lu7 min|Open Source Tools, All-in-One Control Planes, & Impact on Data Product VelocityHugo Lu, and Modern Data 101, and Vivek Dubey, and
Building Data Platforms: The Mistake Organisations Make7 min|Thinking of Building Your Own Data Developer Platform? Here's a note from platfoTravis Thompson, and Modern Data 101, and , and
Bringing Home Your Very First Data Product6 min|From Logical Modeling and Product Ideation to Data Product ImprovementFrancesco De Cassai, and Modern Data 101, and , and
Metrics-Focused Data Strategy with Model-First Data Products10 min|Purpose-driven data, metric dependency trees, product prototypes, and more!Animesh Kumar, and Shubhanshu Jain, and Samadrita Ghosh, and Nikhil Singh
🎖️ Special Edition: Celebrating Women in Data!6 min|Women In Data: Building Today, Shaping Tomorrow!Modern Data 101, and , and , and
🎮 Unlocking Actionable Insights: A Primer from a Product Team 9 min|The power of simplicity and building it as an experience for all your data citizAnimesh Kumar, and Shubhanshu Jain, and Samadrita Ghosh, and
What's "Modern" in the Modern Data Stack10 min|Industry scenarios in 2024, community reviews, platform standards, and more!Modern Data 101, and , and , and
Role of Interoperability in End-to-End Data Governance5 min|As Implemented by Data Developer PlatformsTravis Thompson, and Animesh Kumar, and , and
Versioning, Cataloging, and Decommissioning Data Products9 min|Non-Disruptive Management Of The Evolving Landscape Of Data Products: Part 2Ayush Sharma, and Modern Data 101, and , and
Challenges of Multiple Data Products, Duplication Management, and Governance 5 min|Non-Disruptive Management of the Evolving Landscape Of Data Products: Part 1Ayush Sharma, and Modern Data 101, and , and
The Essential "Personality Traits" You Need in Your Data Platform7 min|Revamping Your Data Platforms: Embracing the ‘Composable’ ApproachRitwika Chowdhury, and Modern Data 101, and , and
Understanding the Clear Bounds for Data Products in the Organizational Data Mesh Journey7 min|Demystifying the Blurry Boundaries of Data ProductsAyush Sharma, and , and , and
The Approach vs Technology Confusion: Where do Data Products Fit In?4 min|Lifecycles, Fundamental Anatomy, and Value for Aspiring Metric-Driven OrgsModern Data 101, and Animesh Kumar, and , and
Building your Sausage Machine for Data Products 🌭: Less Tech, More Strategy6 min|Product Mindset, Bizarre Analogies, and Your Compact CanvasTravis Thompson, and Modern Data 101, and , and
Recap of 2023's Transformative Data Landscape10 min|State of the MDS, Aspirational GenAI Projects, Internet-Breaking ControversiesSwami Achari, and Modern Data 101, and , and
The Complete Data Product Lifecycle at a Glance6 min|Purpose of every stage, end products, stakeholders (an approach not technology)Bhava Kompala, and Animesh Kumar, and , and
🎯 End-to-End Guide to Building Data Products5 min|Collection of our Top Resources, from Strategy to Data Product Evolution, and moModern Data 101, and , and , and
How does a Data Product Strategy Impact the Day-to-Days of Your CMO, CDO, or CFO7 min|Have faith in data products after consistent research? Here's one way to bring yBhava Kompala, and Animesh Kumar, and , and
Our Journey to 1K ✈️9 min|Conversations, Innovations, Milestones, and More!Modern Data 101, and , and , and
Transitioning to a Data Product Ecosystem: Leveraging the Evolutionary Architecture10 min|4D Architectures, Data-Driven Routing, Feature Toggles, and more!Travis Thompson, and Animesh Kumar, and , and
How to Build Data Products - Evolve: Part 4/418 min|Advanced SLOs, Feedback Loops, Optimised Data Product, and more!Animesh Kumar, and Manisha Jain, and Samadrita Ghosh, and Nikhil Singh
Data Pipelines for Data Products14 min|Key Components, Recommended Tools, and Fundamental Development ConceptsBruno Gonzalez, and Modern Data 101, and , and
Best Practices to Optimize Generative AI Implementation8 min|AI Applications as Consumers, Data as a Product for FuelAbhyudai Verma, and Modern Data 101, and , and
How to Build Data Products - Deploy: Part 3/417 min|Doubling down on the power of Unified ExperiencesManisha Jain, and Animesh Kumar, and Shubhanshu Jain, and Samadrita Ghosh
The Uncanny Resemblance b/w Data Products on DDPs and Software Development8 min|Software for Data, Community Conversations, Upcoming Events, and more!Animesh Kumar, and Modern Data 101, and , and
How to Build Data Products - Develop: Part 2/48 min|Ingredients, Experience, Platform Abilities, and More!Animesh Kumar, and Shubhanshu Jain, and Manish Agrawal, and
💡 Data Community Roundup: Designing Data Products8 min|Foundational Laws, Independent Papers, and Gripping Design RecipesAnimesh Kumar, and Swami Achari, and , and
How to Build Data Products - Design: Part 1/412 min|Metric-Targeting, Semantic Engineering, Model Validation, and More.Animesh Kumar, and Shubhanshu Jain, and Samadrita Ghosh, and
Why Data Craves Product Managers Beyond Doubt7 min|The Data Product Manager, Product Strategies, and the Pointless War on DefinitioAnimesh Kumar, and Modern Data 101, and , and
The Data Product Strategy - Becoming Metrics-First 15 min|Proven Models, Metric Model as a reflection, and Metric Model EnablementAnimesh Kumar, and Travis Thompson, and Samadrita Ghosh, and
The Data Contract Pivot in Data Engineering7 min|Community Highlights & Pivotal Pieces that Shaped the Data Contracts JourneyAnimesh Kumar, and Abhi Sivasailam, and Amy Raygada, and Andrea Gioia
The Data Industry's Convergence: Fragmented to Unified Experiences 10 min|Trajectories of Big Players in Data and the Open Data Infrastructure SpecificatiAnimesh Kumar, and Modern Data 101, and , and
Figma for Data Products: Novel tech requires enough experimentation and a big playground11 min|Designing Data Products without Collateral DamageAnimesh Kumar, and Modern Data 101, and , and
What comes to mind when you think Data Infrastructure?8 min|Data Infrastructure in the context of Data ProductsAnimesh Kumar, and Modern Data 101, and , and
The Long Due Renewal of Data Storage for Accelerated Data Applications - Part 113 min|Design, Approach, and ExperienceAnimesh Kumar, and Travis Thompson, and , and
Evolution of the Data Landscape: Fragmented Tools to Unified Interfaces21 min|From the perspectives of Business, Technology, and ProductAnimesh Kumar, and Travis Thompson, and Srujan Akula, and
The Infrastructure Subset of Data Products15 min|Experiencing the Data Infrastructure as a ProductAnimesh Kumar, and Travis Thompson, and , and
The Go-To Metrics for Data Products: Start with these Few12 min|We are talking about data products, so of course we should speak about metricsTimo Dechau, and Modern Data 101, and , and
Data Product Mart? Can Data Really be treated as a Product8 min|Short Answer: Yes. Read on for the long versionAnimesh Kumar, and Modern Data 101, and , and
Role of Contracts in a Unified Data Infrastructure14 min|Animesh Kumar, and Modern Data 101, and , and
Data Modeling from the POV of a Data Product Developer10 min|Solving the persistent challenges of data modelingAnimesh Kumar, and Travis Thompson, and , and
The Essence of Having Your Own Data Developer Platform24 min|DDP value in context of data design patterns, fundamental principles, and core pAnimesh Kumar, and Travis Thompson, and , and
Re-Engineering the Data Value Chain - Part 117 min|Challenges of the prevalent data value chain and transforming it with a Data-FirAnimesh Kumar, and Modern Data 101, and , and
Data-First Stack as an enabler for Data Products14 min|The Data Product Quantum, the Contractual Landscape, and Right-to-Left Data ModeAnimesh Kumar, and Modern Data 101, and , and
Evolution of the Data Stack: The story of how we interpret ever-growing data10 min|Traditional Data Stack → Modern Data Stack → Data-First StackAnimesh Kumar, and Modern Data 101, and , and
Data Modeling: Resurrection Stone for Scalable and Independent AI/ML9 min|Current data challenges, potential solutions, and lame gifs 🫣Animesh Kumar, and Modern Data 101, and , and
Optimising Data Modeling for the Data-First Stack11 min|Existing Challenges, Solutions, and Proposed Data FlowAnimesh Kumar, and Modern Data 101, and , and
Weight of the Modern Data Stack6 min|Double-edged outcome, alignment with Agile, and ImpactAnimesh Kumar, and Modern Data 101, and , and
Agile for Data10 min|Agile Data Mindset, Data Modeling, and Data Debt DissolutionAnimesh Kumar, and Modern Data 101, and , and
Are you feeding your data debt?10 min|The four horsemen of data debt, generational changes, and potential solutionsAnimesh Kumar, and Modern Data 101, and , and