Here are the 50 ML topics:

1. Overfitting
2. Underfitting
3. Bias-Variance Tradeoff
4. Data Leakage
5. Imbalanced Dataset
6. Feature Engineering
7. Dimensionality Reduction
8. Curse of Dimensionality
9. Model Interpretability
10. Cross-Validation
11. Loss Function Selection
12. Optimizer Selection
13. Gradient Vanishing
14. Exploding Gradients
15. Transfer Learning
16. Ensemble Learning
17. Hyperparameter Tuning
18. Activation Functions
19. Learning Rate Selection
20. Batch Normalization
21. Convergence Issues
22. Feature Selection
23. One-Hot Encoding Errors
24. Data Normalization
25. Missing Data Handling
26. Anomaly Detection
27. Semi-Supervised Learning
28. Reinforcement Learning Exploration-Exploitation
29. Markov Decision Processes
30. Model Drift
31. Class Imbalance Handling
32. Data Augmentation
33. Self-Supervised Learning
34. Zero-Shot Learning
35. Contrastive Learning
36. AutoML Challenges
37. Attention Mechanisms
38. Transformer Model Limitations
39. Catastrophic Forgetting in Neural Networks
40. Neural Architecture Search Complexity
41. Edge AI Deployment
42. Federated Learning Model Synchronization
43. Time-Series Forecasting
44. Sequence Modeling Errors
45. Generative Adversarial Networks (GANs) Stability
46. Bias in Word Embeddings
47. Explainability in Reinforcement Learning
48. Sparse Data Handling
49. Bayesian Inference in ML
50. Data Pipeline Scalability

Master 50 ML Topics with YouTube Shorts.

Channel URL:

https://www.youtube.com/@learncloudMLGneAiJobTasks/shorts

100 DevOps Interview Questions Based on Real-World Issues

1. Why do DevOps builds become slow, and how can caching help?
2. What are common reasons for DevOps deployment failures in CI/CD?
3. How can monitoring improve DevOps server uptime?
4. Why do Kubernetes pods restart frequently in DevOps environments?
5. How can DevOps teams reduce Docker container bloat?
6. Why is storing secrets in logs a DevOps security risk?
7. How can DevOps pipelines be optimized for speed?
8. What DevOps strategies help reduce high cloud costs?
9. How does configuration drift impact DevOps environments?
10. Why do DevOps jobs fail due to Jenkins plugin mismatches?
11. How can Terraform state corruption affect DevOps workflows?
12. What DevOps best practices help manage API rate limits?
13. How can excessive logging impact DevOps system performance?
14. What vulnerability scanning tools are essential for DevOps?
15. How does microservices instability affect DevOps deployments?
16. What DevOps strategies ensure successful CI/CD rollbacks?
17. How can DevOps teams reduce false positives in alerts?
18. What are the best ways to handle high DevOps server loads?
19. Why do DevOps merge conflicts occur, and how can they be avoided?
20. What role does network topology play in DevOps performance?
21. How does load balancer overload impact DevOps applications?
22. What causes database connection failures in DevOps pipelines?
23. Why do single points of failure cause DevOps outages?
24. How can indexing optimize slow DevOps database queries?
25. What causes memory leaks in DevOps applications?
26. How does container networking affect DevOps efficiency?
27. Why is storing CI/CD secrets in plaintext a DevOps mistake?
28. What DevOps strategies minimize downtime during upgrades?
29. How can centralized logging improve DevOps debugging?
30. Why is tracking environment changes critical in DevOps?
31. What are common Ansible mistakes in DevOps automation?
32. What DevOps misconfigurations lead to Helm deployment failures?
33. How does performance degradation impact DevOps cloud environments?
34. What causes CI/CD rollbacks to fail in DevOps?
35. How does poor autoscaling impact DevOps cloud performance?
36. What causes resource deadlocks in DevOps workflows?
37. How can DevOps engineers speed up slow container startup?
38. What DevOps best practices help identify unused cloud resources?
39. Why do package version conflicts occur in DevOps pipelines?
40. What impact does cluster overload have on DevOps systems?
41. How does cache invalidation affect DevOps efficiency?
42. Why is API security crucial in DevOps?
43. How can DevOps teams manage excessive log storage?
44. Why do SSL certificates expire in DevOps systems?
45. What DevOps backup strategies are essential for disaster recovery?
46. How does network congestion affect DevOps cloud performance?
47. Why do service discovery failures impact DevOps microservices?
48. How does log formatting improve DevOps debugging?
49. What retry logic strategies prevent DevOps system failures?
50. How can DevOps teams optimize CI/CD pipeline performance?
51. What causes serverless function failures in DevOps?
52. How do IAM misconfigurations create DevOps security risks?
53. Why do DevOps cloud bills spike unexpectedly?
54. What DevOps best practices ensure automated rollbacks work?
55. How do inconsistent environments impact DevOps CI/CD success?
56. How do cloud service limits affect DevOps deployments?
57. What causes deployment script failures in DevOps?
58. How does automation prevent DevOps team burnout?
59. Why is over-permissive IAM dangerous in DevOps?
60. What causes backup failures in DevOps environments?
61. How does worker node capacity affect Kubernetes in DevOps?
62. What are key incident response steps in DevOps?
63. How do DevOps authentication failures disrupt services?
64. How can DevOps teams secure exposed cloud storage buckets?
65. Why is missing monitoring data problematic in DevOps?
66. How do DevOps hybrid cloud synchronization issues occur?
67. What risks do expired Kubernetes certificates pose for DevOps?
68. Why should DevOps engineers clean up unused persistent volumes?
69. How do firewall misconfigurations impact DevOps security?
70. What are DevSecOps challenges in DevOps adoption?
71. How can DevOps teams use API rate limiting efficiently?
72. Why do DevOps multi-cloud deployments fail?
73. What DevOps best practices prevent API versioning issues?
74. How does logging overload impact DevOps observability?
75. Why do Kubernetes services enter crash loops in DevOps?
76. How do DNS misconfigurations cause DevOps failures?
77. How can DevOps teams track API changes effectively?
78. Why is role-based access control (RBAC) essential in DevOps?
79. What are the risks of delaying DevOps security patches?
80. How does infrastructure drift affect DevOps consistency?
81. What tools automate API documentation in DevOps?
82. Why is environment variable management crucial in DevOps?
83. How does inefficient scheduling impact DevOps resource utilization?
84. What causes delayed alerts in DevOps monitoring systems?
85. Why is backup data integrity vital in DevOps?
86. How can DevOps approval processes be automated?
87. What causes logging latency in DevOps observability?
88. How does container image optimization improve DevOps?
89. Why should DevOps teams standardize artifact storage?
90. How does test coverage affect DevOps reliability?
91. What best practices ensure efficient DevOps database scaling?
92. Why do Kubernetes pod evictions occur in DevOps?
93. How does cloud storage performance affect DevOps databases?
94. Why do APIs experience overloads in DevOps environments?
95. How do forgotten test environments waste DevOps resources?
96. What impact do unused DNS records have in DevOps?
97. How do inconsistent build dependencies impact DevOps teams?
98. Why do log retention misconfigurations cause DevOps issues?
99. How can DevOps teams proactively prevent downtime?
100. What DevOps strategies optimize network latency?

For answers:

The 14 secs YouTube Shorts are prepared for each question topic from my channel [https://lnkd.in/g8mPuifj]

Watch them to learn for interviews.

https://youtu.be/HcD5XvZvK0U

100-Why DevOps Persistent Volume Claims Fail? https://www.youtube.com/shorts/Nr_sT9SJ90c 99-Why DevOps OpenTelemetry Misconfigurations? https://www.youtube.com/shorts/bqlpHoql8EM 98-Why DevOps Edge Deployment Failures? https://www.youtube.com/shorts/csiGHqmMv7A 97-Why DevOps Cross-Region Latency? https://www.youtube.com/shorts/cGW1oVUUR6o 96-Why DevOps Webhook Authentication Issues? https://www.youtube.com/shorts/zf3uzXhtX8k 95-Why DevOps Zero Trust Policy Issues? https://www.youtube.com/shorts/CC1MU4rjy4E 90-Why DevOps Hybrid Cloud Sync Issues? https://www.youtube.com/shorts/Tu8ehFMQXHM 94-Why DevOps Immutable Infrastructure Breaks? https://www.youtube.com/shorts/WflmH-k37ZQ 93-Why DevOps Ephemeral Storage Exhausted? https://www.youtube.com/shorts/0sHrwI-3Qfw 92-Why DevOps Cache Eviction Issues? https://www.youtube.com/shorts/X6bY5WHK1iQ 91-Why DevOps Service Rollout Delays? https://www.youtube.com/shorts/6BR5eAe8wJw 100-Why DevOps Persistent Volume Claims Fail? https://www.youtube.com/shorts/_P8m1Uw-BqE 89-Why DevOps Data Pipeline Breaks? https://www.youtube.com/shorts/DjdsC6cOLQ0 88-Why DevOps Kubernetes Jobs Fail? https://www.youtube.com/shorts/CYsRmIOyHXw 87-Why DevOps Dynamic Configuration Issues? https://www.youtube.com/shorts/8n5modmZ5vo 86-Why DevOps Lambda Cold Start Issues? https://www.youtube.com/shorts/oRedU3heRUM 85-Why DevOps Chaos Engineering Fails? https://www.youtube.com/shorts/zPPf8rARSug 84-Why DevOps Insufficient Observability? https://www.youtube.com/shorts/uZ8H28zUmV8 83-Why DevOps ML Model Deployment Fails? https://www.youtube.com/shorts/Yrp4xklSiis 82-Why DevOps Unpatched Software? https://www.youtube.com/shorts/1zR525ULT3w 81-Why DevOps Poor Alert Correlation? https://www.youtube.com/shorts/H4z1xXzY0-I 80-Why DevOps RBAC Misconfigurations? https://www.youtube.com/shorts/md_1r4wGbpM 79-Why DevOps Multi-Cluster Networking Issues? https://www.youtube.com/shorts/LzJnDnFt-Hg 78-Why DevOps Service Discovery Failures? https://www.youtube.com/shorts/w2pzOL8fuls 77-Why DevOps Distributed Tracing Missing? https://www.youtube.com/shorts/H9fL9Q21BFo 76-Why DevOps Invalid Kubernetes Health Checks? https://www.youtube.com/shorts/RcssnkDT5t4 75-Why DevOps WAF Rules Block Requests? https://www.youtube.com/shorts/cuv9hFu_UK8 74-Why DevOps Cloud Storage Latency? https://www.youtube.com/shorts/mOk1kDles6w 73-Why DevOps SLO Violations? https://www.youtube.com/shorts/AnkhGN43QV0 72-Why DevOps Cloud Misconfigurations? https://www.youtube.com/shorts/xmcDng3ISJE 71-Why DevOps Service Mesh Failures? https://www.youtube.com/shorts/nUJyNb4hQxA 70-Why DevOps Misconfigured Load Testing? https://www.youtube.com/shorts/2VIKP_ef64c 69-Why DevOps Hardcoded Credentials? https://www.youtube.com/shorts/crEM1n9vplg 68-Why DevOps Log Storage Costs Increase? https://www.youtube.com/shorts/7evJvtm9Fxw 67-Why DevOps Poor Log Parsing? https://www.youtube.com/shorts/WKG7JFyLREY 66-Why DevOps Third-Party API Downtime? https://www.youtube.com/shorts/iUVyQeYKz0c 65-Why DevOps Webhook Security Flaws? https://www.youtube.com/shorts/TwS6cFsGQqo 64-Why DevOps Webhook Failures? https://www.youtube.com/shorts/bbhfr3mJvmU 63-Why DevOps Pipeline Secrets Exposure? https://www.youtube.com/shorts/YWW6hraZLhM 62-Why DevOps Infrastructure Drift? https://www.youtube.com/shorts/EG9N6Ygm_yk 61-Why DevOps Orchestration Failure? https://www.youtube.com/shorts/4VMAI4XGjY0 60-Why DevOps Edge Computing Issues? https://www.youtube.com/shorts/Zn8IMIp-qXI 59-Why DevOps Cloud Function Fails? https://www.youtube.com/shorts/SaBAA8v2DnM 58-Why DevOps Data Compliance Issues? https://www.youtube.com/shorts/q4ChoE0Y6HM 57-Why DevOps Vulnerability Scans Fail? https://www.youtube.com/shorts/XsCsPQDDfEA 56-Why DevOps Access Logs Missing? https://www.youtube.com/shorts/he8b5dSn1rM 55-Why DevOps Git Merge Conflicts? https://www.youtube.com/shorts/PUDMEMZyf64 54-Why DevOps Container Registry Issues? https://www.youtube.com/shorts/syMJ1OuNOrc 53-Why DevOps IAM Misconfiguration? https://www.youtube.com/shorts/eprgWL2Wm-M 52-Why DevOps Certificate Expiry? https://www.youtube.com/shorts/1mm3yXNyfm4 51-Why DevOps Secrets Mismanagement? https://www.youtube.com/shorts/4Vb9pxf-hNk 50-Why DevOps Cloud Waste Increases? https://www.youtube.com/shorts/Rhmp9vjqCbg 49-Why DevOps API Gateway Overloads? https://www.youtube.com/shorts/4MRhAcJYPZI 48-Why DevOps Database Replication Fails? https://www.youtube.com/shorts/WOLRSzJuc3s 47-Why DevOps DNS Cache Stale? https://www.youtube.com/shorts/CnhlY4JmHIw 46-Why DevOps Self-Healing Fails? https://www.youtube.com/shorts/kcsu7oaQmOg 45-Why DevOps Canary Deployments Fail? https://www.youtube.com/shorts/-5J1dfLsp6Y 44-Why DevOps Cloud Lock-In Risk? https://www.youtube.com/shorts/KGcOQJXRSOQ 43-Why DevOps Audit Logs Missing? https://www.youtube.com/shorts/Ka9fsYqyxqg 42-Why DevOps Kubernetes Scaling Fails? https://www.youtube.com/shorts/3h_qTbVteek 41-Why DevOps Terraform State Fails? https://www.youtube.com/shorts/IJjb2wme1Q4 40-Why DevOps Helm Chart Fails? https://www.youtube.com/shorts/e2ZeixzRoJU 39-Why DevOps Staging Differs from Prod? https://www.youtube.com/shorts/TeSLaLfjVzg 38-Why DevOps CI Jobs Fail? https://www.youtube.com/shorts/YZ7iDKe5J-0 37-Why DevOps Reverse Proxy Issues? https://www.youtube.com/shorts/5JlDsTmAtf0 36-Why DevOps API Rate Limits Fail? https://www.youtube.com/shorts/sae0wD9wh5o 35-Why DevOps Pipeline Bottlenecks? https://www.youtube.com/shorts/836guwiU3Cg 34-Why DevOps Cloud Costs Increase? https://www.youtube.com/shorts/6-wLxzKh-vU 33-Why DevOps Auto-Scaling Fails? https://www.youtube.com/shorts/KeYMJkz4-E4 32-Why DevOps Feature Flags Fail? https://www.youtube.com/shorts/5B5RSI0xZjQ 31-Why DevOps Rollback Fails? https://www.youtube.com/shorts/RcA7pBBPfrs 30-Why DevOps Blue-Green Fails? https://www.youtube.com/shorts/Am-tvR56vgo 29-Why DevOps Database Migration Fails? https://www.youtube.com/shorts/2uCFmcsjfrU 28-Why DevOps CI/CD Secrets Leak? https://www.youtube.com/shorts/L4bbigC6aGY 27-Why DevOps Log Retention Issues? https://www.youtube.com/shorts/pbhxJpMYkg4 26-Why DevOps High API Latency? https://www.youtube.com/shorts/Yf4lpEGUbbc 25-Why DevOps Container Image Bloats? https://www.youtube.com/shorts/zWrdDSIA9X4 24-Why DevOps Load Testing Fails? https://www.youtube.com/shorts/37AGK5G-gRw 23-Why DevOps Firewall Blocks Traffic? https://www.youtube.com/shorts/O9M2oye8SzU 22-Why DevOps Database Crash? https://www.youtube.com/shorts/U0aR0u1Zlyw 21-Why DevOps Storage Runs Out? https://www.youtube.com/shorts/TGMMOVU8lAk 20-Why DevOps Network Latency? https://www.youtube.com/shorts/6-_x05QXy_0 19-Why DevOps Backup Fails? https://www.youtube.com/shorts/RU2qGOpgn4w 18-Why DevOps Monitoring Fails? https://www.youtube.com/shorts/m_r4SODeIQw 17-Why DevOps Server Crash? https://www.youtube.com/shorts/Est-p9OXoP8 16-Why DevOps Log Delays? https://www.youtube.com/shorts/pvUiUpv3vSM 15-Why DevOps Secret Leaks? https://www.youtube.com/shorts/sGW4Lkxjnbc 14-Why DevOps DNS Issues? https://www.youtube.com/shorts/OXLurDoqSc0 13-Why DevOps Kubernetes Pods Crash? https://www.youtube.com/shorts/cKL1CdAfXw4 12-Why DevOps API Gateway Fails? https://www.youtube.com/shorts/Gu-Ej6-pM_g 11-Why DevOps Load Balancer Fails? https://www.youtube.com/shorts/E0HakGcXhTs 10-Why DevOps Resource Waste? https://www.youtube.com/shorts/asaPVJKSZDE 9-Why DevOps Broken CI/CD Pipeline? https://www.youtube.com/shorts/t_yXXkitJ_U 8-Why DevOps Inefficient Scaling? https://www.youtube.com/shorts/9cOHVZQpnCo 7-Why DevOps Configuration Drift? https://www.youtube.com/shorts/kqUhIImp4g4 6-Why DevOps Service Downtime? https://www.youtube.com/shorts/-P62i0R99Jo 5-Why DevOps Log Overload? https://www.youtube.com/shorts/T5zfYd-XR7Y 4-Why DevOps Security Issues? https://www.youtube.com/shorts/OiLFWTFOm5U 3-Why DevOps High Latency? https://www.youtube.com/shorts/_d8fs_eusvE 2-Why DevOps Slow Builds? https://www.youtube.com/shorts/ny71Rxa_WVY 1-Why DevOps Deployment Failure? https://www.youtube.com/shorts/m2BKkhGazhA 100-DevOps: Edge Computing in DevOps https://www.youtube.com/shorts/jVBygwhlouc 99-DevOps: Stateful vs. Stateless Applications https://www.youtube.com/shorts/-KrREyEVnaE 98-DevOps: GraphQL in DevOps https://www.youtube.com/shorts/D_udhWMswQ0 97-DevOps: API Rate Limiting https://www.youtube.com/shorts/eePBt6_t2iU 96-DevOps: Reverse Proxy in DevOps https://www.youtube.com/shorts/q8bkQItRsM0 95-DevOps: Chaos Monkey in DevOps https://www.youtube.com/shorts/bKLSbm8NIrY 94-DevOps: Code Coverage Analysis https://www.youtube.com/shorts/ZbJZy7HEGbo 93-DevOps: Micro Frontends in DevOps https://www.youtube.com/shorts/6krsP7LykwU 92-DevOps: Ingress Controller in Kubernetes https://www.youtube.com/shorts/mK_zlJKMoNs 91-DevOps: Network Policy Automation https://www.youtube.com/shorts/2JOob22mrPQ 90-DevOps: Cross-Platform CI/CD Pipelines https://www.youtube.com/shorts/a_Zu6aFe5V4 89-DevOps: Digital Twin for DevOps https://www.youtube.com/shorts/-Xk18PQRM2o 88-DevOps: Infrastructure Drift Detection https://www.youtube.com/shorts/B6k7KsSD7tE 87-DevOps: Shadow IT Management https://www.youtube.com/shorts/iZ4zcmFk1A8 86-DevOps: Peer Programming in DevOps https://www.youtube.com/shorts/gTXpjmBpa38 85-DevOps: Security Information and Event Management (SIEM) https://www.youtube.com/shorts/ZPGf5oFi4S4 84-DevOps: Progressive Rollbacks https://www.youtube.com/shorts/hN8n28God30 83-DevOps: Continuous Feedback Loops https://www.youtube.com/shorts/jNedFIRqzng 82-DevOps: AI in DevOps (AIOps) https://www.youtube.com/shorts/4RfzGlhrnpc 81-DevOps: Server Provisioning Automation https://www.youtube.com/shorts/38bmb-UAbxc 80-DevOps: Role-Based Access Control (RBAC) https://www.youtube.com/shorts/tHPjdQ5iIgc 79-DevOps: Custom Resource Definitions (CRDs) in Kubernetes https://www.youtube.com/shorts/-0_BasRo9xQ 78-DevOps: Event-Driven Architecture https://www.youtube.com/shorts/WtBcbr-i4SQ 77-DevOps: Scalability Testing https://www.youtube.com/shorts/CGz_SGWM5AM 76-DevOps: Cloud-Native Security https://www.youtube.com/shorts/J1KhtC0Avq8 75-DevOps: Helm Charts for Kubernetes https://www.youtube.com/shorts/mXcpB7TN0Po 74-DevOps: Workflow Automation https://www.youtube.com/shorts/a4hsHhcAGbo 73-DevOps: Application Dependency Management https://www.youtube.com/shorts/sh-L8S6wMJ8 72-DevOps: Cloud Cost Optimization https://www.youtube.com/shorts/pEJ26jnUtYY 71-DevOps: Security Posture Management https://www.youtube.com/shorts/44Rez5PT10w 70-DevOps: Certificate Management https://www.youtube.com/shorts/-O8OVsh_lW4 69-DevOps: Policy Enforcement in Pipelines https://www.youtube.com/shorts/rPiNP1zPfiU 68-DevOps: Log-Based Metrics https://www.youtube.com/shorts/0AopyGMeygA 67-DevOps: Application Performance Monitoring (APM) https://www.youtube.com/shorts/K4dHd3vzoQE 66-DevOps: Compliance Auditing in CI/CD https://www.youtube.com/shorts/tqxzhu5yRDs 65-DevOps: Feature-Driven Development (FDD) https://www.youtube.com/shorts/IsnPL8GHdHI 64-DevOps: Database Migration Automation https://www.youtube.com/shorts/5eVMfex9-6o 63-DevOps: Zero Downtime Deployment https://www.youtube.com/shorts/A0E-_jI0Ygg 62-DevOps: Code Reviews in DevOps https://www.youtube.com/shorts/oQwwqyIBdak 61-DevOps: Dark Launching https://www.youtube.com/shorts/7n0JGZdo1nA 60-DevOps: Environment as Code (EaC) https://www.youtube.com/shorts/zOcBVadCs_8 59-DevOps: Webhook-Based Automation https://www.youtube.com/shorts/i_OJDy_FySQ 58-DevOps: Git Branching Strategies https://www.youtube.com/shorts/SkYAV32LJdg 57-DevOps: ML Ops https://www.youtube.com/shorts/Xf20ah4Mw7g 56-evOps: Database DevOps (DBOps) https://www.youtube.com/shorts/HUlgberEynQ 55-DevOps: Observability vs. Monitoring https://www.youtube.com/shorts/T6BrtWt-f94 54-DevOps: NoOps https://www.youtube.com/shorts/lfhC6kgKtCY 53-DevOps: ChatOps https://www.youtube.com/shorts/mosv9sSgktc 52-DevOps: Release Orchestration https://www.youtube.com/shorts/1vpDVMvXNTY 51-DevOps: Progressive Delivery https://www.youtube.com/shorts/CWbr99m4bO0 50-DevOps: Mean Time to Recovery (MTTR) https://www.youtube.com/shorts/GVbpn2VUNzY 49-DevOps: Service Level Objectives (SLOs) https://www.youtube.com/shorts/sJl1Pkpq__E 48-DevOps: Incident Response Automation https://www.youtube.com/shorts/ZCR6VzcGZO4 47-DevOps: Compliance as Code https://www.youtube.com/shorts/uzfAEB16IVA 46-DevOps: Synthetic Monitoring https://www.youtube.com/shorts/kHvsEEsThsQ 45-DevOps: Network Automation https://www.youtube.com/shorts/VIJhPYpL11A 44-DevOps: Automated Testing https://www.youtube.com/shorts/Nlv2brik3zk 43-DevOps: Fault Tolerance https://www.youtube.com/shorts/vxAwHUg7iDw 42-DevOps: Self-Healing Systems https://www.youtube.com/shorts/RGpbCKIwf0w 41-DevOps: Security Automation https://www.youtube.com/shorts/zlRlcd0NejE DevOps Practices 40/100:  Requires strict identity verification for every request. https://www.youtube.com/shorts/sCrw8geB-g4 DevOps Practices 39/100:  Ensures quick recovery from system failures. https://www.youtube.com/shorts/mW0kpfC06uQ DevOps Practices 38/100: Automates complex application management on Kubernetes. https://www.youtube.com/shorts/qdlwPHQIN-s DevOps Practices 37/100: Automates the build, test, and deployment process. https://www.youtube.com/shorts/J_Y_LtakmBQ DevOps Practices 36/100: Defines and enforces compliance policies. https://www.youtube.com/shorts/WCu-knMt59I DevOps Practices 35/100: Designs applications optimized for the cloud. https://www.youtube.com/shorts/VptZcKxPDIE DevOps Practices 34/100:  Uses Git for infrastructure and deployment management. https://www.youtube.com/shorts/7yXnAGXTvXc DevOps Practices 33/100:  Ensures code meets security and performance standards. https://www.youtube.com/shorts/Ent5BhzjFUE DevOps Practices 32/100:  Compares two versions of an application. https://www.youtube.com/shorts/WGAbrJz4dZo DevOps Practices 31/100:  Tracks the health of servers and networks. https://www.youtube.com/shorts/ovgXW1Ahiyg DevOps Practices 30/100: Distributes workloads across multiple cloud providers. https://www.youtube.com/shorts/zPUyPVfK6R0 DevOps Practices 29/100: Uses both private and public clouds for flexibility. https://www.youtube.com/shorts/bX5Xo5LqmFc DevOps Practices 28/100: Stores software build artifacts for reuse. https://www.youtube.com/shorts/PXGjchY_ivI DevOps Practices 27/100:  Stores and secures sensitive information. https://www.youtube.com/shorts/7HZn8ZegCzs DevOps Practices 26/100: Adjusts resources dynamically based on demand. https://www.youtube.com/shorts/wqS4SkUm8_8 DevOps Practices 25/100: Manages API traffic efficiently. https://www.youtube.com/shorts/R7Q-_vh1hzI DevOps Practices 24/100: Collects and centralizes logs for analysis. https://www.youtube.com/shorts/43ekj4bosVw DevOps Practices 23/100: Provides deep insights into system behavior. https://www.youtube.com/shorts/yvI67CR_o_0 DevOps Practices 22/100: Introduces failures to test system resilience. https://www.youtube.com/shorts/i3lSIcqR-V4 DevOps Practices 21/100: Runs applications without managing infrastructure. https://www.youtube.com/shorts/eGHpT7FiVso DevOps Practices 20/100: Uses automation to ensure reliability. https://www.youtube.com/shorts/sUsMv34gCZg DevOps Practices 19/100: Manages microservices communication. https://www.youtube.com/shorts/7Rt_0PSsW0U DevOps Practices 16/100: Enables or disables features dynamically. https://www.youtube.com/shorts/qh9C5Gh2oKA DevOps Practices 18/100: Prevents configuration drift with fresh deployments. https://www.youtube.com/shorts/tg5N6HGZ-Wo DevOps Practices 17/100: Quickly restores previous versions if deployment fails. https://www.youtube.com/shorts/E-4FzGQrwuk DevOps Practices 15/100: Gradually rolls out updates to minimize risk. https://www.youtube.com/shorts/MPQBDpfB5Ho DevOps Practices 14/100: Uses two environments to reduce downtime. https://www.youtube.com/shorts/PZhpsOjSlNo DevOps Practices 13/100: Distributes traffic evenly across servers. https://www.youtube.com/shorts/kJJftrZoxjI DevOps Practices 12/100: Integrates security into the DevOps lifecycle. https://www.youtube.com/shorts/GvTbQ33RYTo DevOps Practices 11/100: Handles system failures and outages efficiently. https://www.youtube.com/shorts/mxHZEnBo2KA DevOps Practices 10/100: Tracks system performance and application logs. https://www.youtube.com/shorts/oXWjhTJJpOw DevOps Practices 9/100: Breaks applications into smaller, independent services. https://www.youtube.com/shorts/jQcysCGjL5w DevOps Practices 8/100: Manages and scales containerized applications. https://www.youtube.com/shorts/X0wSunXAPWA DevOps Practices 7/100: Packages applications with dependencies. https://www.youtube.com/shorts/LcFDprZdZDQ DevOps Practices 6/100: Tracks and manages changes to code. https://www.youtube.com/shorts/L1a8Pz4gl9A DevOps Practices 5/100: Maintains system consistency across environments. https://www.youtube.com/shorts/187DJLcBUfw DevOps Practices 4/100: Manages infrastructure using code. https://www.youtube.com/shorts/Eo7iFPvD284 DevOps Practices 3/100:Ensures software is always in a deployable state. https://www.youtube.com/shorts/SY58RkJeoHo DevOps Practices 2/100: Automatically deploys code changes after testing. https://www.youtube.com/shorts/owqauCU5wVU 1/100-DevOps Practices: Automates code merging and testing. https://www.youtube.com/shorts/0jvjptN3R9M