Systems & ML Infrastructure
Linux, networking, containers, orchestration and serving models in production
25 cards · first 3 free · flip each card to test yourself
04
TCP vs UDP
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05
DNS Resolution
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06
HTTPS & the TLS Handshake
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07
Ports, Firewalls & SSH Tunnels
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08
Containers vs Virtual Machines
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09
Image Layers & Build Cache
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10
Multi-Stage Builds
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11
CI Pipeline Stages
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12
Secrets Management
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13
Deployment Strategies
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14
Object, Block & File Storage
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15
IAM & Least Privilege
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16
Pods, Deployments & Reconciliation
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17
Services & Service Discovery
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18
Liveness, Readiness & Startup Probes
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19
Horizontal Autoscaling
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20
Load-Balancing Algorithms
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21
Data-Parallel Training & All-Reduce
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22
Model Serving & Dynamic Batching
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23
Latency Percentiles: p50 & p99
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24
SLOs & Error Budgets
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25
Data & Concept Drift
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