Common BI Migration Failures and How to Avoid Them
A practical review of BI migration risks, including gaps in metric logic, testing, governance, and user adoption when moving to Looker.
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Conversational BI Implementation in Looker: Step-by-Step Guide
A six-step implementation framework for Conversational BI in Looker, covering semantic modeling, governance, and user adoption.
Read articleNatural Language Query in Looker: How Business Users Access Data Faster
How Natural Language Query in Looker can support governed business questions, with the LookML model and semantic layer as the foundation.
Read articleWhat is conversational analytics?
Master conversational analytics with SquareShift. Discover how AI-driven natural language queries and BI provide real-time data insights for faster decisions.
Read articleConversational Analytics Tools Compared: Where Looker Fits
A comparison of conversational analytics approaches, including governed metrics, natural-language queries, and integration with business workflows.
Read articleConversational Analytics in Looker: Use Cases by Industry
How banking, retail, and SaaS teams can use conversational analytics in Looker to query governed business data.
Read articleConversational Analytics in Looker for Business Users
How conversational analytics changes what business users can ask in Looker, and why the semantic layer must support reliable answers.
Read articleHow to Use Looker Studio Templates to Build Dashboards Faster
How to use Looker Studio templates, replace data sources, and adapt reports for recurring dashboard needs.
Read articleHow to Use Data History Playback in Looker to Visualize Change Over Time
How to use Data History Playback in Looker to review changes over time and identify trends in an interactive chart.
Read articleHow to Use Forecasting in Looker: A Step-by-Step Guide to Predict Future Trends
A step-by-step guide to using Looker Forecasting to estimate future values and review forecast assumptions in a dashboard.
Read articleHow to Use the Looker-Excel Connector for Direct Data Access in Microsoft Excel
A technical guide to connecting Looker and Microsoft Excel, including Looker Explores and ODBC configuration.
Read articleThe Next Chapter of Enterprise Business Intelligence with Looker
Discover how organizations modernize analytics with Looker. Read our thought leadership blog and join the Google Cloud webinar to explore migration strategies.
Read articleBuilding Confidence with Modern Business Intelligence
How modern business intelligence can improve trust in data, support adoption, and give leaders consistent measures for decisions.
Read articleTableau to Looker Migration: Modern BI for Marketing Leaders
How a Tableau-to-Looker migration can give marketing leaders governed metrics, faster analysis, and a shared view of performance.
Read articleA CMO’s Case for Real-Time Marketing Analytics with Looker
A practical account of how a marketing team used Looker to align performance metrics, reduce reporting delay, and improve executive decision support.
Read articleLooker and Tableau for Marketing Analytics
Discover why CMOs are moving past Tableau to Looker + BigQuery for real-time marketing analytics, faster campaign insights, and self-serve dashboards.
Read articleUnified Marketing Analytics for Financial Services
How financial services marketing teams can use Looker to align campaign, customer, and revenue reporting.
Read articlePredictive Marketing Analytics with GA4 and Google Ads
How GA4, Google Ads, and machine learning can support intent modeling, audience selection, and marketing measurement.
Read articleHow to Fix Ad Budgets | Predictive Audience Segmentation to Optimize Ad Spend | IBQML | Predictive Analytics f
Struggling with wasted ad budgets? Learn how IBQML uses predictive
audience segmentation to optimize ad spend, improve ROAS, and reduce guesswork. Learn
more.
Read articleElastic vs. Splunk for Observability
A comparison of Elastic and Splunk across observability features, operating model, scalability, and cost considerations.
Read articleUsing Elastic Observability to Improve System Reliability
How Elastic Observability combines logs, metrics, traces, and alerts to support incident detection and service reliability.
Read articleUnderstanding MVC Framework: Architecture, Benefits & Use Cases
An overview of the Model-View-Controller pattern, its separation of concerns, and the situations in which it remains useful for web applications.
Read articleModern PWA Architecture: A Fresh Take on Speed, UX & Offline Access
A practical review of Progressive Web App architecture for faster loading, offline support, and reliable cross-device experiences.
Read articleMVVM for Application Design: Separating State, Logic, and Views
A practical introduction to the MVVM pattern for separating application state, presentation logic, and user-interface code.
Read articleHow to Evaluate Retrieval-Augmented Generation Systems
How to assess RAG systems for retrieval quality, answer quality, latency, cost, and failure modes.
Read articlePractical Guide to Building Applications with Large Language Models (LLMs)
A practical guide to the architecture, deployment, evaluation, and operation of applications powered by large language models.
Read articleHow LangChain Could Transform the Future of AI Workflow Automation
A technical overview of LangChain components for building applications that connect language models to tools, data, and multi-step workflows.
Read articleAdvanced Playwright APIs for Test Automation
A practical review of Playwright APIs for fixtures, browser control, test isolation, and automation at scale.
Read articleLarge Language Models: Applications and Ethical Considerations
An overview of common large language model applications, operational risks, and questions teams should address before deployment.
Read articlePlaywright and Java Selenium: A Practical Comparison
A comparison of Playwright and Java Selenium across browser coverage, waiting behaviour, API testing, and parallel execution.
Read articleOptimizing Data Loading in Snowflake: Batch, Snowpipe & Real-Time Methods
A technical comparison of batch loading, Snowpipe, and Kafka-based streaming for data ingestion into Snowflake.
Read articleThe Operational Impact of Generative AI
How generative AI is changing everyday work, decision support, and software-enabled operations.
Read articleIntegrate Looker with BigQuery for Powerful Data Analytics and Business Intelligence
How to connect Looker and BigQuery to provide governed analytics over warehouse data and support consistent business reporting.
Read articleDatabase Consistency Checks with New Relic
A practical guide to automated database validation with New Relic, including consistency checks and monitoring across environments.
Read articleAutomated Database Validation with New Relic for Consistency
How automated validation with New Relic can identify database inconsistencies and support repeatable monitoring across environments.
Read articleGenerative AI in Daily Life: Powering Smarter Tools for Everyday Use
An overview of how generative AI supports voice assistants, recommendations, search, and other everyday digital tools.
Read articleFront-End Architecture Patterns: A Beginner’s Guide
An introduction to common front-end architecture patterns and the trade-offs that affect maintainability, testing, and scale.
Read articleBuilding Multi-Agent Workflows with LangGraph and LangChain
How LangGraph and LangChain can structure multi-agent workflows with explicit state and task transitions.
Read articleCloudflare Workers for Edge-Based Backend Applications
A technical overview of Cloudflare Workers, including its execution model, performance characteristics, and suitable use cases.
Read articleChoosing the Right Backend Framework: Why Deno Stands Out for Modern Development
A comparison of Deno with established backend runtimes, including its security model, tooling, and suitable application workloads.
Read articleBun as a Backend Runtime: Capabilities and Trade-offs
An overview of Bun's runtime, tooling, performance characteristics, and suitable use cases for backend development.
Read articleBest Practices for Building Agent Apps with Vertex AI
Engineering practices for designing, evaluating, and deploying agent applications with Vertex AI.
Read articleWhere Generative AI Is Changing Work and Everyday Life
An overview of how generative AI is being used in creative work, healthcare, business operations, and everyday digital services.
Read articleLlamaIndex Workflows: Subclassing, Nesting, and Concurrency
A technical guide to extending LlamaIndex workflows with subclassing, nested workflows, and concurrent execution.
Read articleGoogle Cloud Storage Guide for Data Engineers
A practical introduction to Google Cloud Storage for data engineers, including storage classes, access control, and common pipeline patterns.
Read articleComponent-Driven Development for Scalable Application Architecture
How component-driven development supports reusable interfaces, isolated testing, and consistent delivery across application teams.
Read articleEvaluating Generative AI Systems: Series Overview
An introduction to evaluating generative AI systems, including quality, safety, reliability, and operational measures.
Read articleDesigning Multi-Agent Systems on Vertex AI
A technical overview of coordinator and subordinate agents, task routing, and operational considerations on Vertex AI.
Read articleFour Node.js Backend Frameworks Compared
A comparison of Express, Koa, NestJS, and Sails.js for backend application development.
Read articleFive Reasons to Use Google Cloud for Data Engineering
How Google Cloud supports scalable data pipelines, reliable processing, and governed analytics workloads.
Read articleNo-Code Cloud Platforms: Where They Fit in Application Development
An overview of no-code cloud platforms, their common use cases, and the limits teams should assess before adoption.
Read articleCrewAI: Features, Architecture, and Use Cases
CrewAI simplifies AI agent collaboration with effective tools and real-world applications. Learn how it works, improve productivity, and see why it's changing AI development - read the full guide now.
Read articleGenerative AI: What It Is and Where It Fits
An introduction to generative AI, its core operating model, and practical considerations for business use.
Read articleOptimizing BigQuery Costs with Incremental DBT Models
How incremental dbt models reduce repeated BigQuery processing by updating only new or changed records.
Read articleNext.js vs. Vue.js for Frontend Development
A comparison of Next.js and Vue.js across rendering, performance, application scale, and development workflow.
Read articleMulti-Agent Collaboration with Microsoft's AutoGen Framework
An overview of Microsoft's AutoGen framework, including agent coordination, message flow, and practical design considerations.
Read articleUsing Datastores with Vertex AI Agent Builder
How datastores provide Vertex AI agents with grounded information for contextual responses.
Read articleOptimize BigQuery Transformations with dbt
How dbt incremental models can reduce repeated processing in BigQuery while preserving a maintainable transformation workflow.
Read articleOptimizing BigQuery Cost and Query Performance
Practical techniques for reducing BigQuery spend and improving query performance through data layout, SQL, and workload controls.
Read articleReact vs. Angular for Frontend Development
A comparison of React and Angular across component architecture, rendering, tooling, and application scale.
Read articleWorkflow Automation with LlamaIndex
How LlamaIndex workflows structure data processing, tool calls, and multi-step application logic.
Read articleGenerative AI for Executives: Smarter Decisions, Less Time
A practical overview of how executives can use generative AI for research, summarisation, decision support, and workflow automation.
Read articleUnderstanding Swarm-Based Agentic Systems
An introduction to swarm-based agent architectures, including coordination patterns, task distribution, and operational limits.
Read articleA Guide to Search Engine Technologies
An overview of indexing, crawling, ranking, and retrieval technologies used in modern search systems.
Read articleMicro-Frontends and Other Front-End Architectures: A Comparison
Compare micro-frontends with monolithic and other distributed front-end architectures, including trade-offs and suitable use cases.
Read articleIntegrating Healthcare Agents with Vertex AI Agent Builder
A technical guide to connecting a healthcare agent built with Vertex AI Agent Builder to scheduling APIs.
Read articleJavaScript Frameworks: Applications and Use Cases
A comparison of common JavaScript frameworks and the application, deployment, and team contexts where each fits.
Read articleBigQuery: Scalable Data Warehouse for Modern Business Intelligence
An overview of BigQuery as a serverless data warehouse for scalable analytics, cost control, and integration with Google Cloud.
Read articleA Practical Introduction to Agentic Frameworks
An introductory guide to agentic frameworks, their control loops, and where they fit in application architecture.
Read articleBuild a Healthcare Appointment Agent with Vertex AI Agent Builder
A technical walkthrough for building a healthcare appointment scheduling agent with Vertex AI Agent Builder.
Read articleData Warehouse Optimization: Performance, Cost, and Scale
Practical strategies for improving data warehouse performance, controlling cost, and scaling analytics workloads.
Read articleHow to Choose a Search Engine for Your Business
A framework for comparing search technologies by relevance, scale, integration effort, operating cost, and governance.
Read articleMaster Vertex AI Agent Builder: The Ultimate Developer's Guide for more informed AI Apps
A developer guide to building applications with Vertex AI Agent Builder, including tools, data, and deployment considerations.
Read articleElasticsearch Certification: A Practical Study Guide
A practical guide to Elasticsearch concepts, operations, and preparation for certification.
Read articleBuilding Scalable Web Apps with Micro-Frontends
How micro-frontends support independent deployments, team ownership, and scalable web application architecture.
Read articleCentralize CrowdStrike Alerts in Elastic SIEM
How to integrate CrowdStrike alerts with Elastic SIEM for centralized detection, investigation, and incident response.
Read articleBenchmarking Elastic Cloud Across AWS, Google Cloud, and Azure
A comparison of Elastic Cloud performance and cost considerations across AWS, Google Cloud, and Azure.
Read articleElasticsearch Query Optimization for Search Relevance: Part II
Advanced Elasticsearch query techniques for improving relevance, scoring, and result quality.
Read articleDevSecOps Guide Part 1: Integrating Security into DevOps
An introduction to DevSecOps and the controls used to integrate security into planning, coding, testing, deployment, and operations.
Read articleElasticsearch Query Optimisation for Relevant Search Results
Elasticsearch, as the name suggests, is primarily used for its fast search capabilities. But have you ever wondered how scoring happens in the background and why certain documents are given more scoring compared to the rest? In this two-part series, we will be focusing on how to write simple to complex search queries followed by which we will be explaining the calculations that happen under the hood using the explain API.
Read articleCloud Security Monitoring: Practical Controls and Risks
A practical overview of cloud security monitoring, including key controls, operational risks, and response considerations.
Read articleCapacity Planning for Elasticsearch
A practical framework for sizing Elasticsearch storage, nodes, shards, and service capacity for search and analytics workloads.
Read articleDisaster Recovery as a Service: Planning for Operational Resilience
An overview of how DRaaS supports recovery objectives, data protection, and business continuity planning.
Read articleWhere Managed Services Fit in a Technology Roadmap
A practical overview of how managed services can support platform operations, specialist capacity, and roadmap execution.
Read articleMonitor AWS Managed Services with Elastic for Full Visibility & Insights
How to collect AWS service logs and metrics in Elastic to support operational monitoring, troubleshooting, and security review.
Read articleRestore a Deleted S3 Object in a Versioned Bucket
A practical method for retrieving a deleted Amazon S3 object when bucket versioning is enabled.
Read articleEfficient AWS Glue Development Environment for Scalable Data Integration
How to set up an AWS Glue development environment for building and testing ETL pipelines and data integration jobs.
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