2a:I[678754,["/_next/static/immutable/chunks/3r-0_dyl8y3fd.js","/_next/static/immutable/chunks/3lqpt2m0_-cz0.js","/_next/static/immutable/chunks/1sfp42i7f7ibo.js","/_next/static/immutable/chunks/3g-6m8j5vzukr.js","/_next/static/immutable/chunks/1b4mc813m8z4c.js","/_next/static/immutable/chunks/2q2g6c4_zdzxj.js","/_next/static/immutable/chunks/3n5842nts4le7.js","/_next/static/immutable/chunks/2ene4fdf8x-k7.js","/_next/static/immutable/chunks/44q6ebbhv2fhh.js","/_next/static/immutable/chunks/0rqpr-4ojgzt_.js","/_next/static/immutable/chunks/31bln3xgeov6-.js","/_next/static/immutable/chunks/1_tcy2ydjy0f2.js","/_next/static/immutable/chunks/07zlopey6ik4r.js","/_next/static/immutable/chunks/0rbt6ifl_t6vh.js","/_next/static/immutable/chunks/0p6b_gvxluw4f.js","/_next/static/immutable/chunks/3sug2wvm6qsj2.js","/_next/static/immutable/chunks/2ml-i6a032l45.js","/_next/static/immutable/chunks/1a0qwylnk8h4h.js","/_next/static/immutable/chunks/2cougoubqrxva.js","/_next/static/immutable/chunks/1vtckzfrart-b.js","/_next/static/immutable/chunks/2n0w_dhwulde_.js","/_next/static/immutable/chunks/2t9nks_8gyoh-.js","/_next/static/immutable/chunks/1g2nt777l97-9.js","/_next/static/immutable/chunks/12sgrmkocrrw3.js","/_next/static/immutable/chunks/42a8oqrx6x0x_.js","/_next/static/immutable/chunks/3x-5vzu1iczb_.js","/_next/static/immutable/chunks/1fn96z3ip29fg.js","/_next/static/immutable/chunks/2x804b3hdmy2r.js","/_next/static/immutable/chunks/0850t-6br7dwe.js","/_next/static/immutable/chunks/0vwpxhyc_j8_b.js","/_next/static/immutable/chunks/02yfuk870nxpv.js","/_next/static/immutable/chunks/2ht_oe7222_0g.js","/_next/static/immutable/chunks/25m7e9ge4vvzj.js","/_next/static/immutable/chunks/2gjfsg4p6nx00.js","/_next/static/immutable/chunks/230pi9oisydsk.js","/_next/static/immutable/chunks/1sdjtsmdz_vqb.js","/_next/static/immutable/chunks/0791-dg5b6zma.js","/_next/static/immutable/chunks/1br-0tt7--9o0.js","/_next/static/immutable/chunks/41i-tl2h84bay.js","/_next/static/immutable/chunks/3_9uxhscbnwh6.js","/_next/static/immutable/chunks/3-wk9d13hirid.js"],"default"] 2d:I[27201,["/_next/static/immutable/chunks/3r-0_dyl8y3fd.js","/_next/static/immutable/chunks/3lqpt2m0_-cz0.js","/_next/static/immutable/chunks/1sfp42i7f7ibo.js","/_next/static/immutable/chunks/3g-6m8j5vzukr.js","/_next/static/immutable/chunks/1b4mc813m8z4c.js","/_next/static/immutable/chunks/2q2g6c4_zdzxj.js","/_next/static/immutable/chunks/3n5842nts4le7.js","/_next/static/immutable/chunks/2ene4fdf8x-k7.js","/_next/static/immutable/chunks/44q6ebbhv2fhh.js","/_next/static/immutable/chunks/0rqpr-4ojgzt_.js","/_next/static/immutable/chunks/31bln3xgeov6-.js","/_next/static/immutable/chunks/1_tcy2ydjy0f2.js","/_next/static/immutable/chunks/07zlopey6ik4r.js","/_next/static/immutable/chunks/0rbt6ifl_t6vh.js","/_next/static/immutable/chunks/0p6b_gvxluw4f.js","/_next/static/immutable/chunks/3sug2wvm6qsj2.js"],"IconMark"] 29:["$","img",null,{"height":"1","width":"1","style":{"display":"none"},"alt":"","src":"https://www.facebook.com/tr?id=3659591550929113&ev=PageView&noscript=1"}] 2b:Tb58,

THE COMPLETE DEVOPS CHEAT SHEETS HANDBOOK

A practical 52-page DevOps interview & quick-revision handbook designed for engineers preparing for DevOps, Cloud, SRE and L1/L2 technical interviews.

📚 What's Inside

✅ AWS – IAM, EC2, VPC, S3, RDS, DynamoDB, Lambda, API Gateway, ALB/NLB, Auto Scaling, CloudWatch & more

✅ Azure – VNet, NSG, VM, Storage, Entra ID, Key Vault, AKS, Application Gateway & Monitor

✅ GCP – Compute Engine, VPC, IAM, GKE, Cloud Storage, Monitoring & Logging

✅ Linux – Commands, filesystem, permissions, users, processes, services, SSH, logs & troubleshooting

✅ Networking – OSI/TCP-IP, DNS, HTTP/HTTPS, CIDR, routing, NAT, load balancers & firewalls

✅ Git & GitHub – Branching, merge, rebase, cherry-pick, reset, revert, stash & troubleshooting

✅ Docker – Images, containers, Dockerfile, volumes, networking, Compose & registries

✅ Kubernetes – Pods, Deployments, Services, ConfigMaps, Secrets, StatefulSets, DaemonSets, Ingress, HPA, PV/PVC & troubleshooting

✅ EKS / AKS / GKE – Architecture, nodes, networking, add-ons, IAM/RBAC & production scenarios

✅ Terraform – Providers, resources, variables, outputs, state, backend, modules, for_each, count, import & troubleshooting

✅ Jenkins – Pipelines, agents, stages, credentials, shared libraries, CI/CD & deployment troubleshooting

✅ Ansible – Playbooks, inventory, roles, modules, Vault & automation

✅ Monitoring & SRE – Prometheus, Grafana, ELK, DevSecOps, SLI, SLO, SLA, error budgets & incident management

✅ Real-World Scenarios – Kubernetes, CI/CD, Terraform and security troubleshooting

✅ Company-Wise L1 Interview Questions – Questions organized by company and technology

🎯 Perfect For

• DevOps Engineer aspirants

• Cloud Engineer aspirants

• SRE candidates

• L1/L2 interview preparation

• Engineers looking for quick revision before interviews

• Working professionals who need practical command & troubleshooting references

⭐ Why This Handbook?

Learn → Revise → Practice → Troubleshoot → Interview

Everything is organized into compact visual cheat sheets so you can quickly revise important concepts, commands, architectures and interview questions without going through lengthy documentation.

Digital PDF | 52 Pages | Instant Digital Resource

2c:T630,

MLOps Master Handbook 2026 — From Models to Real-World Impact

A complete practical handbook designed for DevOps Engineers, Cloud Engineers, MLOps Engineers, AI Engineers and aspiring ML Engineers.

What’s inside — 120 Pages

✅ MLOps Fundamentals & Machine Learning Basics

✅ Git, DVC & Data Version Control

✅ MLflow — Tracking, Registry & Model Lifecycle

✅ ML Pipelines & CI/CD for Machine Learning

✅ Docker & Model Serving

✅ Kubernetes for MLOps

✅ KServe & Cloud MLOps

✅ AWS SageMaker, Azure ML & GCP Vertex AI

✅ Production MLOps & Observability

✅ ML Security, Governance & Reliability

✅ LLMOps — LLMs, Prompt Engineering, RAG & Evaluation

✅ AI-Assisted DevOps & AIOps

✅ AI Kubernetes Agents & Production Troubleshooting

✅ Real-world scenarios, projects & interview questions

✅ Practical cheat sheets

Technologies Covered:

Python • Git • DVC • Docker • Kubernetes • MLflow • KServe • AWS SageMaker • Azure ML • GCP Vertex AI • LLMOps • AIOps

Perfect for:

Build smarter. Deploy faster. Operate AI in production.

By Sushant Ketu — MLOps Master Handbook 2026

1e:[[["$","$L10",null,{"id":"meta-pixel-3659591550929113","strategy":"afterInteractive","children":"!function(f,b,e,v,n,t,s)\n{if(f.fbq)return;n=f.fbq=function(){n.callMethod?\nn.callMethod.apply(n,arguments):n.queue.push(arguments)};\nif(!f._fbq)f._fbq=n;n.push=n;n.loaded=!0;n.version='2.0';\nn.queue=[];t=b.createElement(e);t.async=!0;\nt.src=v;s=b.getElementsByTagName(e)[0];\ns.parentNode.insertBefore(t,s)}(window,document,'script',\n'https://connect.facebook.net/en_US/fbevents.js');\nfbq('init','3659591550929113');\nfbq('track','PageView');"}],["$","noscript",null,{"children":"$29"}]],["$","script",null,{"type":"application/ld+json","dangerouslySetInnerHTML":{"__html":"{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"ItemPage\",\"@id\":\"https://topmate.io/flying_sushant/2337317#page\",\"url\":\"https://topmate.io/flying_sushant/2337317\",\"mainEntity\":{\"@id\":\"https://topmate.io/flying_sushant/2337317#service\"}},{\"@type\":\"Service\",\"@id\":\"https://topmate.io/flying_sushant/2337317#service\",\"name\":\"Phase 3 -Cheat Sheets |MLOps \\u0026 AI Master Handbook\",\"url\":\"https://topmate.io/flying_sushant/2337317\",\"provider\":{\"@id\":\"https://topmate.io/flying_sushant#person\"},\"serviceType\":\"Package\",\"description\":\"Phase 3 — Advanced DevOps, Automation, AI \\u0026 MLOps\",\"offers\":{\"@type\":\"Offer\",\"price\":2500,\"priceCurrency\":\"INR\",\"availability\":\"https://schema.org/InStock\",\"url\":\"https://topmate.io/flying_sushant/2337317\"}},{\"@type\":\"Person\",\"@id\":\"https://topmate.io/flying_sushant#person\",\"name\":\"Flying Sushant\",\"url\":\"https://topmate.io/flying_sushant\"}]}"}}],["$","$L2a",null,{"service":{"id":2337317,"title":"Phase 3 -Cheat Sheets |MLOps & AI Master Handbook","description":"

Master DevOps. Automate Everything. Build, Deploy & Monitor AI/ML in Production.

","short_custom_description":"Phase 3 — Advanced DevOps, Automation, AI & MLOps","duration":0,"charge":{"amount":2500,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"user":2355763,"questions":[],"skip_payment":false,"is_visible":true,"enabled":true,"schedule":null,"bookings_count":0,"booking_upcoming_count":0,"username":"flying_sushant","show_seats_left":false,"show_sale_count":true,"show_bookings_count":false,"is_donation":false,"dynamic_questions":[],"promised_response_time":48,"type":4,"section":1,"images":[],"show_extra_info":true,"tweak_meta_data":[],"short_description":"","original_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"record_session":false,"can_edit_date":true,"thumbnail_images":[],"specific_date":null,"bookings_limit":null,"group_call":false,"has_flexible_charge":true,"how_to_use":null,"package_services":[{"id":126720,"package":{"id":2337317,"title":"Phase 3 -Cheat Sheets |MLOps & AI Master Handbook","description":"

Master DevOps. Automate Everything. Build, Deploy & Monitor AI/ML in Production.

","type":4,"specific_date":null,"section":1,"duration":0,"charge":2500,"user":{"id":2355763,"first_name":"Flying","last_name":"Sushant","profile_pic":null,"username":"flying_sushant","full_name":"Flying Sushant","timezone":"Asia/Kolkata","theme_details":null,"display_name":"Flying Sushant"},"is_donation":false,"service_label":null,"service_payment_cta_label":null,"is_cohort":false,"cohort_noun":null,"cohort_no_of_sessions":0,"cohort_weekdays":[],"cohort_sessions":[]},"service":{"id":2309805,"title":"MLOps Master Handbook 2026","description":"$2c","type":5,"specific_date":null,"section":1,"duration":0,"charge":2000,"user":{"id":2355763,"first_name":"Flying","last_name":"Sushant","profile_pic":null,"username":"flying_sushant","full_name":"Flying Sushant","timezone":"Asia/Kolkata","theme_details":null,"display_name":"Flying Sushant"},"is_donation":false,"service_label":null,"service_payment_cta_label":null,"is_cohort":false,"cohort_noun":null,"cohort_no_of_sessions":0,"cohort_weekdays":[],"cohort_sessions":[]},"created":"2026-10-06T21:54:02.629699+05:30","modified_date":"2026-10-06T21:54:02.629722+05:30","count":1,"is_deleted":false}],"total_charge":{"amount":3100,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"session_count":2,"currency":{"code":"INR","currency":"Indian Rupee","display_text":"₹"},"break_after_call":0,"custom_text":null,"number_of_pages":0,"document_thumbnail_url":null,"document_url":null,"package_validity_in_months":0,"suggested_support_my_work":{"amount":3125,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"ppp_enabled":true,"show_discount_code":false,"follower_charge":{"amount":2500,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"follower_total_charge":{"amount":3100,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"cohort_noun":null,"shareable_image":null,"visits":null,"display_original_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"suggested_price":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"cohort_no_of_sessions":0,"session_names":[],"display_suggested_price":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"avg_ratings":0,"booking_count":0,"cohort_weekdays":[],"cohort_sessions":[],"is_cohort":false,"showcased_testimonials":[],"recording_ab_enabled":true,"suggested_prices_list":[],"ppp_applied":false,"auto_request_testimonials":true,"apply_all":false,"meta":null,"enable_course_demo":false,"show_course_content":false,"ai_description_enabled":false,"ai_description":null,"skills":[],"recording_charge":{"amount":0,"currency":"Indian Rupee","code":"INR","display_text":"₹"},"record_automatically":false,"provide_certificate":false,"course":null,"service_label":null,"service_payment_cta_label":null,"cover_image_url":null,"thumbnail_url":null,"service_video_url":null,"redirect_config":null,"site_pages_count":0,"is_localised_currency":false,"user_currency":{"code":"INR","currency":"Indian Rupee","display_text":"₹"},"service_meta_info":{"order_type":"price_low_high","variant":null,"sample_service_charge":null},"referral_query":false,"tags":[],"emi_enabled":false,"cohort_end_date":null,"review_count":0},"user":{"id":2355763,"first_name":"Flying","last_name":"Sushant","display_name":"Flying Sushant","username":"flying_sushant","social_url":null,"title":null,"description":"","expertise":null,"timezone":"Asia/Kolkata","system_timezone":"Asia/Kolkata","profile_pic":"https://static.topmate.io/profile_pic_default.png","full_name":"Flying Sushant","services":[{"id":2337351,"type":5},{"id":2335095,"type":5},{"id":2337350,"type":5},{"id":2337360,"type":5},{"id":2337335,"type":5},{"id":2337340,"type":5},{"id":2337333,"type":5},{"id":2296814,"type":5},{"id":2337352,"type":5},{"id":2296789,"type":5},{"id":2335060,"type":5},{"id":2337331,"type":5},{"id":2335122,"type":5},{"id":2335115,"type":5},{"id":2335121,"type":5},{"id":2335101,"type":5},{"id":2084908,"type":1},{"id":2296879,"type":5},{"id":2296898,"type":5},{"id":2296860,"type":5},{"id":2296877,"type":5},{"id":2296885,"type":5},{"id":2084901,"type":1},{"id":2084910,"type":1},{"id":2084907,"type":1},{"id":2084914,"type":1},{"id":2084911,"type":1},{"id":2335087,"type":5},{"id":2335063,"type":5},{"id":2319862,"type":5},{"id":2337373,"type":4},{"id":2309805,"type":5},{"id":2335141,"type":4},{"id":2337317,"type":4},{"id":2296908,"type":4},{"id":2337376,"type":4}],"buffer":240,"reviews_count":22,"query_price":0,"paid_query_title":"Ask a question","query_description":"Ask me any anything and I'll revert with a detailed answer","query_tags":"","bookings_count":268,"show_bookings_count":true,"show_rating_on_profile":true,"show_bookings_on_profile":true,"show_testimonials_on_profile":true,"is_featured":false,"theme_details":null,"is_subscribe_enabled":true,"user_quality_metrics":null,"meta_image":"https://topmate-production.s3.ap-south-1.amazonaws.com/custom-meta-image.png","booking_period":60,"services_with_app":[],"social_urls":null,"notice_period":{"type":"Minutes","value":240},"is_webinar_enabled":true,"microsoft_donation":false,"has_custom_package":false,"ratings_count":22,"highlights":null,"pixel_track_id":null,"liked_properties":[{"property":"Helpful","total":15},{"property":"Insightful","total":14},{"property":"Friendly","total":12}],"year_end_achievements":[],"whitelabel_details":null,"avg_ratings":5,"total_ratings":22,"is_verified":false,"beta_tester":false,"enabled_support_my_work":false,"reschedule_policy":1,"discount_percentage_buy_in":0,"testimonials_count":22,"campaign":{"christmas":true,"thanksgiving":true},"journey_post_link":null,"show_chatbot":false,"premium_user":false,"recording_ab_enabled":true,"badges":[{"id":388210,"icon":"https://res.cloudinary.com/topmate/image/upload/v1765289665/badges/updated_badges2/Hustler_hnmcyp.png","sub_title":"Top Earners","title":"Hustler","type":"Hustler","svg_content":null,"order":0,"is_visible":true},{"id":387227,"icon":"https://res.cloudinary.com/topmate/image/upload/v1765289665/badges/updated_badges2/Community_Care_l9hchi.png","sub_title":"Host a free 1:1","title":"Community Care","type":"Community Care","svg_content":null,"order":0,"is_visible":true},{"id":387228,"icon":"https://res.cloudinary.com/topmate/image/upload/v1765289665/badges/updated_badges2/Curator_slbgcr.png","sub_title":"Sold a product","title":"Curator","type":"Curator","svg_content":null,"order":0,"is_visible":true},{"id":387229,"icon":"https://res.cloudinary.com/topmate/image/upload/v1765289665/badges/updated_badges2/top_5_zqw2ei.png","sub_title":"10 bookings","title":"Top 5%","type":"Top 5%","svg_content":null,"order":0,"is_visible":false},{"id":387230,"icon":"https://res.cloudinary.com/topmate/image/upload/v1765289665/badges/updated_badges2/People_s_Choice_ovbaw2.png","sub_title":"5 bookings","title":"People's Choice","type":"People's Choice","svg_content":null,"order":0,"is_visible":true},{"id":389259,"icon":"https://res.cloudinary.com/topmate/image/upload/v1765289697/badges/updated_badges2/top0.1_cqwkyv.png","sub_title":"Best of Best","title":"Top 0.1%","type":"Top 0.1%","svg_content":null,"order":0,"is_visible":true},{"id":387455,"icon":"https://res.cloudinary.com/topmate/image/upload/v1765289697/badges/updated_badges2/top1_pok0jq.png","sub_title":"25 bookings","title":"Top 1%","type":"Top 1%","svg_content":null,"order":0,"is_visible":true},{"id":384824,"icon":"https://res.cloudinary.com/topmate/image/upload/v1788356828/badges/year_badges/debut_25_26.png","sub_title":"Joined in 2025-26","title":"Debut '25 / '26","type":"Debut '25 / '26","svg_content":null,"order":0,"is_visible":true}],"testimonial_image":{"id":1,"url":"","type":"lottie"},"ai_testimonial_short":"Praised for practical, well-structured resources that simplify complex DevOps/MLOps topics and boost interview and career readiness.","ai_testimonial_long":"Flying Sushant's resources—CV optimization, e-books, and MLOps/DevOps interview guides—are consistently praised for practicality, clear structure, real-world relevance, and hands-on learning. Bookers highlight enhanced professional readiness, ATS-friendly resumes, and accessible explanations of complex topics, reflecting strong value and impact.","ai_testimonial_tags":["Practical","Knowledgeable","Impactful","Hands-on","Clear","Expert","Helpful","Practical","Knowledgeable","Helpful","Well-structured","Interview-focused","Resourceful","Clear","Valuable"],"currency":{"code":"INR","currency":"Indian Rupee","display_text":"₹"},"is_localised_currency":false,"push_notification_optin":false,"expertise_id":null,"service_meta_info":{"order_type":"price_low_high","variant":null},"daily_traffic_payout":false,"earn_by_creating":false,"earn_by_answering":false,"revenue_sharing":false,"enable_partner_payouts":true,"expertise_string":null,"date_joined":"2026-05-02T09:23:51.488578+05:30","attendance_percentage":null,"meta_analytics":null,"ultra_premium_user":false,"enable_robylon":false,"enable_no_cost_emi":false,"chatbot_customization":null,"enable_beta_service_site":true,"abandoncart_addon_v2":true,"expertise_tags":[],"icp_line":null,"faqs":[]}}]] 21:null 25:[["$","title","0",{"children":"Phase 3 -Cheat Sheets |MLOps & AI Master Handbook with Flying Sushant"}],["$","meta","1",{"name":"description","content":"Phase 3 -Cheat Sheets |MLOps & AI Master Handbook with Flying Sushant · Phase 3 — Advanced DevOps, Automation, AI & MLOps · Package · ₹2,500 · Topmate"}],["$","link","2",{"rel":"manifest","href":"/manifest.json","crossOrigin":"$undefined"}],["$","meta","3",{"name":"robots","content":"index, follow"}],["$","link","4",{"rel":"canonical","href":"https://topmate.io/flying_sushant/2337317"}],["$","meta","5",{"name":"yandex-verification","content":"0c572762b08c1459"}],["$","meta","6",{"name":"facebook-domain-verification","content":"xewq3sfwoskylhfigrhakv2hy7zemf"}],["$","meta","7",{"property":"og:title","content":"Phase 3 -Cheat Sheets |MLOps & AI Master Handbook with Flying Sushant"}],["$","meta","8",{"property":"og:description","content":"Phase 3 -Cheat Sheets |MLOps & AI Master Handbook with Flying Sushant · Phase 3 — Advanced DevOps, Automation, AI & MLOps · Package · ₹2,500 · Topmate"}],["$","meta","9",{"property":"og:url","content":"https://topmate.io/flying_sushant/2337317"}],["$","meta","10",{"property":"og:image","content":"https://topmate.io/cdn-cgi/image/width=1600,fit=contain,quality=90/https://topmate-production.s3.ap-south-1.amazonaws.com/custom-meta-image.png?ogv=2"}],["$","meta","11",{"property":"og:type","content":"website"}],["$","meta","12",{"name":"twitter:card","content":"summary_large_image"}],["$","meta","13",{"name":"twitter:title","content":"Phase 3 -Cheat Sheets |MLOps & AI Master Handbook with Flying Sushant"}],["$","meta","14",{"name":"twitter:description","content":"Phase 3 -Cheat Sheets |MLOps & AI Master Handbook with Flying Sushant · Phase 3 — Advanced DevOps, Automation, AI & MLOps · Package · ₹2,500 · Topmate"}],["$","meta","15",{"name":"twitter:image","content":"https://topmate.io/cdn-cgi/image/width=1600,fit=contain,quality=90/https://topmate-production.s3.ap-south-1.amazonaws.com/custom-meta-image.png?ogv=2"}],["$","link","16",{"rel":"shortcut icon","href":"/favicon.svg"}],["$","link","17",{"rel":"icon","href":"/favicon.svg","type":"image/svg+xml"}],["$","link","18",{"rel":"apple-touch-icon","href":"/favicon.svg"}],["$","$L2d","19",{}]]

Phase 3 -Cheat Sheets |MLOps & AI Master Handbook with Flying Sushant

Flying Sushant

Phase 3 -Cheat Sheets |MLOps & AI Master Handbook

What you'll get

About this package