Data Engineer Learning Path

Master Data Engineer with real-world challenges from top companies. Progress through different levels and build practical skills.

PRO

Build Multi-Tenant Analytics DashboardsComing Soon

Design advanced analytics dashboards that serve multiple tenants by combining role-based insights with scalable, real-time data visualization.

intermediate
Slack
Software ArchitectData Engineermulti-tenant designrole-based analytics
PRO

Implement Real-Time Fraud Detection for PaymentsComing Soon

Safeguard payment systems by implementing real-time fraud detection using anomaly detection, continuous data monitoring, and machine learning to flag suspicious activity.

advanced
Uber
AI/ML SpecialistData Engineeranomaly detectionreal-time data monitoring+1 more
PRO

Build APIs for Scalable Enterprise AnalyticsComing Soon

Empower enterprises with scalable analytics by building APIs that integrate efficient data pipelines, support batch processing, and deliver real-time insights.

advanced
Slack
Data EngineerSoftware Architectdata pipelinesbatch processing+1 more
PRO

Design Advanced Search Indexing for MessagesComing Soon

Full-text search, multi-language support, real-time indexing.

advanced
Slack
Backend EngineerData Engineerfull-text searchmulti-language support+1 more
PRO

Design Batch Pipelines for Course Completion DataComing Soon

Harness big data by designing efficient batch pipelines using Apache Spark to aggregate and process course completion data at scale.

advanced
Udemy
Data Engineerbatch processingapache spark+1 more
PRO

Build a Data Lake for Video AnalyticsComing Soon

Create a centralized data lake that streamlines ETL workflows, supports big data storage, and powers comprehensive video analytics reporting.

advanced
Slack
Data EngineerSoftware Architectetl workflowsbig data storage+1 more
PRO

Optimize ETL Workflows for Large-Scale ReportsComing Soon

Boost reporting efficiency by optimizing ETL workflows with advanced data transformations and orchestration tools to handle large-scale data seamlessly.

advanced
Udemy
Data Engineerpipeline performancedata transformations+1 more
PRO

Build Real-Time Analytics for Video EngagementComing Soon

Deliver immediate insights by creating real-time dashboards that track video engagement and visualize trends for data-driven decision making.

advanced
TikTok
Data EngineerProduct Engineerreal-time dashboardsengagement tracking+1 more
PRO

Add AI-Powered Retention Insights for UsersComing Soon

Boost user retention by integrating AI-powered insights that use predictive analytics and time-series analysis to model and forecast user behavior.

advanced
TikTok
AI/ML SpecialistData Engineerretention modelingpredictive analytics+1 more
PRO

Build Multi-Tenant Analytics DashboardsComing Soon

Design versatile analytics dashboards that deliver tenant-specific data views while ensuring strict isolation and peak performance.

advanced
Udemy
Data EngineerSoftware Architecttenant-specific data viewsisolation+1 more
PRO

Build Fraud Detection for Ride PaymentsComing Soon

Protect transactions with an intelligent fraud detection system that uses anomaly detection, real-time tracking, and behavioral analysis to safeguard ride payments.

advanced
Uber
AI/ML SpecialistData Engineeranomaly detectionreal-time fraud tracking+1 more
PRO

Add Multi-Modal Recommendations for Social FeedsComing Soon

Revolutionize social feeds by integrating multi-modal recommendations that combine text, video, and behavioral data to deliver uniquely personalized content.

advanced
TikTok
AI/ML SpecialistData Engineercombining textvideo+2 more