AI & Data

Total 9 posts

AI & Data•Jan 29, 2026•7 min readEN

Mastering Claude Code Skills: A Practical Guide to Using and Creating Them

Learn how to effectively use Claude Code skills and create your own. From discovery to authoring, this guide covers the patterns that make skills genuinely useful.

Claude CodeSkillsAnthropicAI CodingDeveloper ToolsAutomationWorkflow

AI & Data•Feb 01, 2025•9 min readEN

Data Area Personas

A complete framework for implementing data governance through 16 essential organizational roles. This guide details responsibilities, access controls, and business impacts for each persona across the data lifecycle - from strategic leadership (CDO) to operational roles (Data Stewards, Analysts). Includes industry-specific implementations, compliance considerations, and real-world examples demonstrating how properly defined data roles improve decision-making, reduce risks, and drive innovation in data-driven organizations.

Data PersonasDataData GovernanceData StewardData OwnerData CustodianData Consumer/User

AI & Data•Jan 29, 2025•13 min readEN

Open-Source LLMs: A starter guide

This comprehensive guide explores open-source LLMs, covering their core components, evaluation methodologies, best practices for implementation, and critical training data considerations. It also compares LLM open-source ecosystems with traditional open-source models while addressing potential risks and mitigation strategies.

LLMOpen SourceModelTrainingEvaluationBest PracticesDataSecurityRisksMitigationBenchmarkComplianceOWASPHallucination

AI & Data•Jan 27, 2025•5 min readEN

DeepSeek’s Contributions to the AI Industry

An overview of DeepSeek's innovative approaches to AI model training and reasoning, making AI more accessible and efficient.

DeepSeekAIModelTrainingReasoningIndustryContributionOpen Source

AI & Data•Jan 25, 2025•4 min readEN

Boosting Response Quality in PDF and Web Querying with RAG Agents

A comprehensive exploration of integrating Retrieval-Augmented Generation (RAG) agents to enhance response quality in querying PDFs and web data.

RAGAIPDF QueryingWeb QueryingDeep LearningData Architecture

AI & Data•Jan 24, 2025•13 min readEN

Agentic AI - A Comprehensive Overview for Data Professionals

offers a comprehensive overview of Agentic AI, delving into its definition, benefits, potential, limitations, future prospects, and use cases across various industries.

AIAgentic AILLMChatbotData SecurityData Compliance

AI & Data•Jan 23, 2025•3 min readEN

DeepSeek R1 Model and Its Implications - A technical trial

A comprehensive review and technical trial of the DeepSeek R1 model, exploring its applications and performance in the AI field.

DeepSeekR1Model ReviewAITechnical Trial

AI & Data•Dec 31, 2024•8 min readEN

Choosing the Right Databricks Mode - Notebooks vs. Delta Live Tables

Discussing the pros and cons of using Databricks Notebooks vs. Delta Live Tables for data processing and data lakehouse development.

DatabricksDLTNotebookData ProcessingData LakeData LakehouseAIMachine Learning

AI & Data•Dec 23, 2024•4 min readEN

Data Ingestion - A Comprehensive Overview

Provides a comprehensive overview of data ingestion, including its importance, key components, and best practices.

Data IngestionData EngineeringData ScienceBig DataArtificial IntelligenceETLBusiness Intelligence

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