Mohadra
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Data Engineering

Stream Processing

Advanced mastery of real-time data handling, focusing on ambiguous trade-offs and delayed consequences in stream processing.
Goal:
Learn how real-time data is handled.
3Lessons
6Micro-lessons
AdvancedDifficulty
Lesson 1

Scaling Stream Systems

Judgment in scaling stream processing under unpredictable loads.
Start2 Micro-lessons

Micro lesson 1
Sudden Traffic Spikes
Micro lesson 2
Resource Exhaustion Feedback
Lesson 2

Handling Data Loss

Recognizing subtle causes and consequences of data loss in streams.
Start2 Micro-lessons

Micro lesson 1
Invisible Data Drops
Micro lesson 2
Delayed Consistency Damage
Lesson 3

Latency and Trade-offs

Calibrating decisions when latency and throughput conflict.
Start2 Micro-lessons

Micro lesson 1
Throughput vs. Latency Trap
Micro lesson 2
Premature Optimization Risk