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Видео на тему: Учитель Python - видео

Section2 - Chapter3:- Machine Learning for Cyber Security * Introduction :- Intro to Machine Learning and Cyber Security * Section1-Chapter1 :- ML Development environment using Docker, Conda, Jupyter Notebook , Kubernetes, Intellij etc. * Section1-Chapter2 :- Feature Extraction, Dimensionality Reduction, Data Labelling using Unsupervised Learning . * Section1-Chapter3 :- Supervised Learning (Malware Classification), Classification model comparison. * Section1-Chapter4 :- AutoML Frameworks (H2O autoML) * Section2-Chapter1 :- Machine Learning with Apache Spark on Kubernetes . * Section2-Chapter2 :- End to End ML Pipeline using Apache Spark using Jupyter Notebook(s) * Section2-Chapter3 :- End to End ML Pipeline using Apache Spark using CI/CD approach * Section2-Chapter4 :- Integration of XGBoost and H2O autoML with Spark. * Section2-Chapter5 :- GPU accelerated training using RAPIDS (a cuda framework based software) * Section2-Chapter6 :- Deep Learning using Tensorflow/Keras on GPU * Section2-Chapter7 :- TBD. Scala and Python Coding in IntelliJ IDE Build JAR using SBT build tool Build Docker image Build and deploy Kubernetes job Contact Me LinkedIn :- https://www.linkedin.com/in/shaileshpilare/ Gmail :- super.ezml2020@gmail.com Links discussed in the tutorial GitHub :- https://github.com/ez-ml/ML-For-Cyber-Security Docker Desktop :- https://docs.docker.com/desktop/ Kubernetes Kubectl :- https://kubernetes.io/docs/tasks/tools/install-kubectl/ IntelliJ IDEA :- https://www.jetbrains.com/idea/download Docker Hub :- https://hub.docker.com/ Docker best practises :- https://docs.docker.com/develop/develop-images/dockerfile_best-practices #dockerfile-instructions 1) SBT command to build the JAR file sbt package 2) Docker command to build the image Docker build -t hishailesh77/malware_spark_job:v1 -f Spark_App_3_0_1.Dockerfile . && docker push hishailesh77/malware_spark_job:v1 3) Run kubernetes job (One at a time). kubectl apply -f Spark-Job-1.yaml kubectl apply -f Spark-Job-2.yaml kubectl apply -f Spark-Job-3.yamlAscend Govern brings the first complete suite of tracking, reporting, and security capabilities for a more granular understanding of how data is being used throughout an organization. Ascend Govern records and permanently maintains an in-depth understanding of the linkages between code, data, and users, providing a level of visibility and auditability never before possible. Understand complete lineage from sink to source for any column of data instantly!!! ⭐️In this webinar, Jove and Andy showcase Ascend Govern's Data Lineage Service.Learn how to use SQL with Prisma. links from video: https://github.com/graphql-boilerplates ---- Patreon: https://www.patreon.com/benawad ---- Follow Me Online Here: GitHub: https://github.com/benawad LinkedIn: https://www.linkedin.com/in/benawad/ Instagram: http://instagram.com/benawad97 ---- Join the Discord: https://discord.gg/Vehs99V Twitter: https://twitter.com/benawad #benawad TikTok: https://www.tiktok.com/@benawad ---- Follow me online: https://voidpet.com/benawad #benawadATENÇÃO: a live se inicia em 6:36 - tivemos problemas no início transmissão e pedimos desculpas pelo transtorno. Acompanhe este novo evento ONLINE e GRATUITO no Canal .NET e fique por dentro de diversas dicas e truques extremamente úteis no dia a dia com Kubernetes, ferramentas auxiliares e integração com serviços em nuvem (incluindo o suporte ao AKS - Azure Kubernetes Service)! Palestrante: Renato Groffe - Microsoft MVP, MTAC Tópicos abordados: 0:00 - Início 6:36 - Avisos iniciais 20:33 - kind: criando clusters locais para testes de forma simples e rápida 1:16:09 - Bridge to Kubernetes: debugging de aplicações .NET em um cluster Kubernetes (AKS) a partir do Visual Studio 2022 1:48:26 - Lens (ferramenta gráfica): monitoramento descomplicado de um cluster - inclui uso de Prometheus Não assistiu à primeira parte? A gravação está disponível aqui no YouTube: https://www.youtube.com/watch?v=CY33zxmmaoU Ainda não segue o Canal .NET nas redes sociais? Faça sua inscrição então, para ficar por dentro de novidades sobre eventos, tecnologias Microsoft e outros conteúdos gratuitos: * Telegram: https://t.me/canaldotnet * Facebook: https://www.facebook.com/canaldotnet * YouTube: https://www.youtube.com/canaldotnetAn earlier test.In this Lesson, you will see the step by step guide of how to deploy MYSQL and PHPMyAdmin application pod. You will also learn how to use secrets and config map. Documentation: #Devops #Kubernetes #containerizationHow to Setup NFS Server For Kubeadm Cluter"Stateful workloads are a challenge. Kubernetes, containers, and a number of other cloud native technologies are built on the assumption of ephemeral workloads. That means a lot of extra work goes into making databases, and other stateful components work on Kubernetes. One source of extra work is that apps are often made of multiple components. Apps have statefulSets, Services, PVs, and a number of other resources that when composed together, define them. The second source of extra work is that every app has its own procedure for getting backed up (and restoring). App-data management simplifies these problems. That’s two big ideas. One is that the parts that make up an app should be stored along with snapshots. The next is that with the right snapshot technique, most apps can share the same procedure for backing up and restoring. This talk demos Jenkins being cloned. We’ll discuss how programmatic APIs could potentially enable more robust CI and testing for stateful workloads in the cloud."We use the mimikatz logonpasswords module of PowerShell Empire to extract Windows password hashes and clear text credentials. We also troubleshoot running mimikatz from a 32 bit process on a 64 bit system and how to solve that.Understanding How Enterprise Teams Perform DevOps Functions. #Helm---#Kubernetes---#Artifactory---#JenkinsAn introduction to deploying a Talos cluster on Virtualbox. Talos on Proxmox: https://www.youtube.com/watch?v=MyxigW4_QFM #Talos #Kubernetes00:00 MQ 00:00 SG 00:00 PARA 00:00 DOCU 00:00 ETSY 00:00 ROKU 00:00 FBEn este video de la serie MicroProfile, exploramos MicroProfile Config para la externalización de la configuración de microservicios con Oracle Helidon. Posteriormente exploramos esta externalización de la configuración mediante los abordajes FatJar, Docker y Kubernetes sobre Oracle Cloud. Índice 00:00 - Que es MicroProfile Config 04:07 - Oracle Helidon 06:25 - Creando un proyecto con Helidon CLI 10:29 - Analizando el proyecto Maven de Helidon 11:45 - Externalización de la configuración con Java y MicroProfile Config 15:53 - Externalización de la configuración con microprofile-config.properties 17:00 - Externalización de la configuración con variables de entorno 18:50 - Externalización de la configuración con Docker y Kubernetes 25:23 - Despliegue del microservicio en Oracle Cloud Código fuente disponible en: https://github.com/tuxtor/microprofile-samples Royalty Free Music from BensoundHey guys, I did it. Home server using open media vault. It's a start and it can only get better from here. Hope you enjoy the video. Cheers. Open Media vault Useful links - https://www.youtube.com/watch?v=NYJCq2FwRUo&t=68s https://www.youtube.com/watch?v=A5ckT7pxrNY https://www.youtube.com/watch?v=M_oxzpvMPTE https://openmediavault.readthedocs.io/en/5.x/new_user_guide/newuserguide.html https://forum.openmediavault.org/index.php?board/29-guides/ Follow me on: Instagram : https://www.instagram.com/dan1shzm/ Twitter : https://twitter.com/Dan1shZM If you are into F1 and moto, then check out my other channel here: https://www.youtube.com/c/DansMotoCorner If you are a gamer you must check out my gaming channel here: https://www.youtube.com/channel/UCMBylI7L60rh4Oj_dieYbqg My recording Gear (PAID links) : Lavalier microphone : https://amzn.to/3qQggaI Microphone Maono : https://amzn.to/3AoqmCO Tripod small : https://amzn.to/3tV5n98 Tripod large : https://amzn.to/3tNIPY3 Smartphone adapter : https://amzn.to/3FIuDC0 iPad Adapter : https://amzn.to/3rzTwe9 Microphone Stand : https://amzn.to/3fLl2jh MY PC (PAID links) : Asus Motherboard - https://amzn.to/3AhJjqE nvme SSD - https://amzn.to/3rD4I9L G.Skill ram - https://amzn.to/3qXpylj Seagate HDD - https://amzn.to/3AjFWiV Acer Monitor - https://amzn.to/3AyXSGB Monitor Arm - https://amzn.to/3rBQtSv DVI to HDMI - https://amzn.to/3InUp02 Table - https://amzn.to/3rCkDVU Case TD500 - https://amzn.to/3KwzGZS 240mm AIO - https://amzn.to/3rFh3Kt 650W PSU - https://amzn.to/3tMx6ZD Gigabyte 3060Ti - https://amzn.to/33wukNH Logitech G502 - https://amzn.to/3AiIspA Logitech MX Master 2S - https://amzn.to/3rAAlAJ Audio Technica M40X Headphones - https://amzn.to/3qN4aigErgonomic Baby Carrier 15 Using Way Infant Baby Hipseat Carrier Front Facing Ergonomic Kangaroo Baby Wrap Sling Travel? ?https://bit.ly/38Vcd2D #Baby #tiktokbabies #babiesWaypoint allows developers to deploy, manage, and observe their applications through a consistent abstraction of the underlying infrastructure. Waypoint works with Kubernetes, ECS and many other platforms. In this hands-on session with Taylor Dolezal from Hashicorp we'll explore all the latest and greatest features of waypoint 0.6 ✅ Helm-based server installs: The Waypoint server can now be installed into Kubernetes clusters using an official Helm chart. Installations on other platforms remain unchanged. ✅ Docker builds in Kubernetes: Waypoint can now build Docker images directly in Kubernetes pods, enabling a secure, self-hosted remote Docker build environment. ✅ Helm-based application deployment: You can now deploy your applications from Helm charts. If you already use Helm, this lets you adopt Waypoint with almost no additional work. ✅ Kubernetes resources in the UI: The Kubernetes resources created for a deployment (by Waypoint, Helm, or any other plugin) are now listed in the UI along with their health status. ✅ Kubernetes auto-scaling deployments: Allow users to configure an autoscaler in Kubernetes with Waypoint and its deployments when using a metrics server. ✅ Kubernetes Ingress for releases: Waypoint will support releasing deployments using an ingress controller and configuring an ingress resource for your deployments. ▬▬▬▬▬▬ ⏲️ Time Code ⏲️ ▬▬▬▬▬▬ 0:00 Intro of Speaker 2:00 Kick off waypoint? 3:00 Demo application ? 5:00 terraforming EKS cluster? 13:30 Helm charts walk through? 15:42 Why do we need metrics server? 16:32 Waypoint server? 17:31 Waypoint code walk through? 19:24 What is waypoint and waypoint file? 25:30 EKS cluster ready for accepting demoing out waypoint app? 29:29 Authenticating to waypoint server? 31:21 Let's deploy apps on EKS via waypoint? 32:21 GitOps capabilities via waypoint? 34:00 All you need to do is waypoint up? 36:00 Waypoint enrich UI? 40:00 Kubernetes metric server in action ? 43:00 Waypoint up and here we go ? 47:00 Simulate load testing and autoscaling in actions ? 54:00 How waypoint is different from skaffold (Q&A'S) 56:44 How to setup canary deployment in Waypoint (Q&A's) 57:41 How to laydown the structure of waypoint file (Q&A's) 1:00:50 Where to find waypoint community (Q&A's) 1:02:24 Thanks everyone for joining ??? About the Guest ? Taylor Dolezal | Developer Advocate Hashicorp ? I work at HashiCorp on infrastructure tools that enable innovation. I specialize in Kubernetes, Terraform, public clouds, and distributed systems. You can also find me buried deep in a book, preparing a technical talk, or running with my partner, Hannabeth, and our two dogs. ?: https://twitter.com/onlydole ?: https://www.linkedin.com/in/onlydole/ ⚒️ About the Waypoint. Easy application deployment for Kubernetes and Amazon ECS ? : https://www.waypointproject.io/ ? : https://github.com/hashicorp/waypoint ?: https://learn.hashicorp.com/tutorials/waypoint/get-started-intro ?: https://github.com/hashicorp/waypoint-examples ? Creating an EKS cluster and VPC in AWS ? ⭐️: https://github.com/onlydole/eks-in-action ?? About the Host ?? ?: https://twitter.com/cloudnativeboy ?: https://www.linkedin.com/in/saim-safder/ Join Cloud Native Islamabad community. ? : https://discord.gg/yypcwN6 ??? About the Community ??? ?: https://twitter.com/CloudIslamabad ?: https://www.linkedin.com/company/cloud-native-islamabad/ Here's we host our Cloud Native Webinar's Thanks to CNCF: ?: https://community.cncf.io/islamabad/ ?: https://www.youtube.com/channel/UCzeq-M5SLkFyXe71TYUkgjg?sub_confirmation=1 ?: https://www.instagram.com/cloudnativeislamabad/ #Kubernetes #Waypoint #HashicorpPictures the work & home life, personality & social contacts of Al Huber, a longshoreman. Briefly examines unions & employer-employee relationships, shows scenes of activities in a port where cargo is transferred to and from ships. The terms stevedore, dockworker, docker, dock laborer, wharfie, and longshoreman can have various waterfront-related meanings concerning loading and unloading ships, according to place and country. CharlieDeanArchives - Archive footage from the 20th century making history come alive!Installing Sonarr on #QNAP container station Using QNAP Container station GUI, you can install #Sonarr in under 3 minutes. Image is automatically downloaded, the only setting you would have to give would be the mapping of the shared folder. #datacaredubai Part 2 : https://youtu.be/yc6PGoGpM5k Installing Sonarr on QNAP Part 2 - Configuring indexer and downloader Do follow us on Website : https://www.datacaredubai.com/ Facebook : https://www.facebook.com/Datacaredubai/ Twitter : https://twitter.com/datacaredubai/ Instagram : https://www.instagram.com/datacaredubai/You can send Free Unlimited Emails using this free SMTP mail server. I use Virtualmin web-based control panel to host a free SMTP server on the Oracle Cloud Platform. All Commands & Full Guide: https://s-mx.cc/NYrNm Virtualmin is an open-source control panel and Oracle cloud provides free VPS for this server. Timesteps; 00:00 Introduction 00:28 Requirements for SMTP Server 01:10 Setup VPS on Oracle Cloud 03:47 Setup Nameservers for Virtualmin 05:28 Installation of Virtualmin 08:46 Initial Virtualmin Server Configurations 10:56 Add Necessary Certificate for Email Server 13:02 Create Mail User & Send Emails You can watch our video's Playlist Here: ~ Minecraft: https://s-mx.cc/ZVv7o ~ VPS & Crypto Mining : https://s-mx.cc/9PrPC ~ WordPress Tutorial : https://s-mx.cc/2JLpY ~ General Tech : https://s-mx.cc/KhCoB ~ Ebay Selling : https://s-mx.cc/u8fgy ~ YouTube Tips : https://s-mx.cc/xiSUR SPECIAL INVITATION: Join our MineX Tuts Community. Help to other by Sharing your Knowledge. Sign-Up HERE: https://www.minextuts.com Smart MX Short URL Generator. Best Plan for your Digital Marketing Business. Check Here: https://s-mx.cc Declaimer: MineX Tuts does not promote or encourage any illegal activities, all contents provided by this channel is meant for educational and informational purposes only. Subscribe the Channel: https://s-mx.cc/MinexTuts-Subs Donate Us: https://s-mx.cc/K65bp Join MineX Community Form: https://www.minextuts.com Store: https://www.nextsalelk.com Like Us on FB: https://www.facebook.com/MineXTuts More on: http://bit.ly/MineX_Subscribe Thank You. #smtp #virtualmin #ubuntu #mail #server #free #oracle #ocpDebugging at Scale in Production - Deep into Your Containers with Kubectl Debug, KoolKits and Continuous Observability - Shai Almog, Lightrun