Learning Guides

Team Collaboration

Best practices for teams working together on data projects

18 min read

Real-Time Analytics

Build real-time dashboards and alerting systems

35 min read

Browse Guides by Topic

From beginner tutorials to advanced techniques

Getting Started

New to DataLake? Start here

Platform Overview

Understand the DataLake platform and its capabilities

10 min read

Your First Data Pipeline

Build and deploy your first data pipeline in minutes

15 min read

Understanding Data Models

Learn how to structure and organize your data

12 min read

Data Engineering

Build robust data pipelines

Building ETL Pipelines

Design efficient extract, transform, and load workflows

20 min read

Real-Time Data Streaming

Process live data streams at scale

25 min read

Data Quality & Validation

Ensure data accuracy and reliability

18 min read

Analytics & BI

Analyze and visualize your data

SQL Query Optimization

Write faster, more efficient queries

22 min read

Building Dashboards

Create interactive data visualizations

15 min read

Advanced Analytics Patterns

Time-series, cohort, and funnel analysis

30 min read

Machine Learning

Train and deploy ML models

ML Model Development

Build and train machine learning models

35 min read

Feature Engineering

Create effective features for ML models

25 min read

Model Deployment & Serving

Deploy models to production at scale

28 min read

Security & Governance

Secure and govern your data

Access Control Best Practices

Implement robust security policies

20 min read

Data Lineage & Compliance

Track data origins and meet compliance requirements

18 min read

Encryption & Privacy

Protect sensitive data with encryption

22 min read

Performance & Scale

Optimize for production workloads

Performance Tuning

Optimize queries and pipelines for speed

25 min read

Cost Optimization

Reduce infrastructure costs without sacrificing performance

20 min read

Scaling to Petabytes

Handle massive datasets efficiently

30 min read