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Track 15
15. Data, Analytics & Engineering
0 / 40 lessons
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1
SQL Query Generation
Generate optimized SQL queries from natural language descriptions.
Expert
2
Data Visualization Narratives
Write explanatory narratives for charts and dashboards.
Expert
3
Statistical Analysis Prompts
Perform statistical analyses and interpret results in plain language.
Expert
4
Data Pipeline Documentation
Generate documentation for data processing workflows.
Expert
5
Database Schema Design
Design normalized database schemas from requirements descriptions.
Expert
6
Data Dictionary Generation
Create comprehensive data dictionaries from schema definitions.
Expert
7
ETL Pipeline Prompts
Design extract-transform-load workflows with validation steps.
Expert
8
Data Quality Scoring
Assess and score data quality across multiple dimensions.
Expert
9
Predictive Model Documentation
Document ML model training, features, and performance metrics.
Expert
10
Data Governance Prompts
Define data ownership, access policies, and retention rules.
Expert
11
Time Series Analysis
Analyze temporal data for trends, seasonality, and anomalies.
Expert
12
Cohort Analysis Prompts
Segment users into cohorts and analyze behavioral differences.
Expert
13
Funnel Analysis
Analyze conversion funnels to identify drop-off points.
Expert
14
A/B Test Analysis
Analyze experiment results for statistical significance.
Expert
15
Customer Segmentation
Group customers by behavior, demographics, and value.
Expert
16
Churn Prediction Analysis
Identify at-risk customers from behavioral indicators.
Expert
17
Market Basket Analysis
Discover product association patterns from purchase data.
Expert
18
Geospatial Data Analysis
Analyze location-based data for spatial patterns and insights.
Expert
19
Text Mining Prompts
Extract structured insights from large text corpora.
Expert
20
Data Storytelling
Transform complex data analyses into compelling narratives.
Expert
21
Code Documentation Generation
Generate comprehensive code documentation from source files.
Expert
22
Architecture Decision Records
Document architecture decisions with context, options, and rationale.
Expert
23
Incident Postmortem Writing
Create structured postmortem documents from incident timelines.
Expert
24
Pull Request Description Generation
Write clear PR descriptions from code diffs.
Expert
25
Release Notes Automation
Generate user-facing release notes from commit histories.
Expert
26
Dependency Audit Prompts
Analyze project dependencies for vulnerabilities and updates.
Expert
27
Performance Optimization Prompts
Identify and suggest code performance improvements.
Expert
28
Security Vulnerability Analysis
Analyze code for common security vulnerabilities (OWASP).
Expert
29
Database Query Optimization
Suggest query improvements for better database performance.
Expert
30
Infrastructure as Code Review
Review IaC configurations for best practices and security.
Expert
31
Container Configuration Prompts
Generate Dockerfile and K8s configurations from specs.
Expert
32
CI/CD Pipeline Design
Design continuous integration and deployment workflows.
Expert
33
Monitoring Alert Design
Create meaningful monitoring alerts with low false-positive rates.
Expert
34
Runbook Generation
Create operational runbooks from system architecture knowledge.
Expert
35
Technical Debt Assessment
Identify and prioritize technical debt for remediation.
Expert
36
API Design Review
Evaluate API designs for RESTful best practices and usability.
Expert
37
Microservice Communication Patterns
Design inter-service communication strategies.
Expert
38
Load Balancing Strategy
Recommend load balancing configurations for system requirements.
Expert
39
Caching Strategy Design
Design application caching strategies for performance optimization.
Expert
40
Error Handling Patterns
Design comprehensive error handling strategies for applications.
Expert
15. Data, Analytics & Engineering