Packt Python in Containers-XQZT

Packt Python in Containers-XQZT | Apps-Tutorials | MP4 | 6.97 GiB

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Packt.Python.in.Containers-XQZT
     Title: Python in Containers
 Publisher: Packt
      Size: 7.0G (7482913983 B)
     Files: 30F
      Date: 03/24/2020
  Course #: 9781800200753
      Type: N/A
 Published: 24 Mar 2020
  Modified: N/A
       URL: www.packtpub.com/programming/python-in-containers-video
    Author: N/A
  Duration: 23 hours 48 minutes
     Skill: N/A
 Exer/Code: [X]
Installation:
Unpack that shit, run that shit
Description:
Docker and Kubernetes are must-have skills for Python
engineers these days. Whether your focus is on machine
learning and data science or you use Python as a general
programming language, you must understand Docker and
Kubernetes, as they form the basis of modern cloud-native
applications built using microservice architectures.In this
course, youll learn to do the following: Develop and explore
machine learning, data science, and Jupyter Notebooks in
Docker Run machine learning models in production with
Kubernetes and Docker Swarm Package your Python code into
containers Publish your containers in image registries Deploy
containers to production, both in Docker and Kubernetes Build
highly modular, container-based services in a
microservices way Monitor and maintain containerized appsYou can
use the course in two ways: If you use Python for machine
learning and data science, go top-down - start with section 7 to
quickly develop practical Docker skills and use sections 2 to 6 to
delve deeper into specific container topics If you want to use
Python for building web apps and microservices, try the
bottom-up approach - use the course in a linear way

File List (Click to Show)

7.0G	Python in Containers [Video]
531M	Python in Containers [Video]/1.Introduction
67M	Python in Containers [Video]/1.Introduction/001.Course Introduction and Agenda Overview.mp4
54M	Python in Containers [Video]/1.Introduction/002.The Concept of Linux Containers.mp4
63M	Python in Containers [Video]/1.Introduction/003.Containers Explained.mp4
44M	Python in Containers [Video]/1.Introduction/004.Build, Ship, Run.mp4
65M	Python in Containers [Video]/1.Introduction/005.Introduction to Docker.mp4
33M	Python in Containers [Video]/1.Introduction/006.Ecosystem of Container Technologies.mp4
49M	Python in Containers [Video]/1.Introduction/007.Introduction to Container Orchestration.mp4
70M	Python in Containers [Video]/1.Introduction/008.Python App in Docker Container.mp4
9.1M	Python in Containers [Video]/1.Introduction/009.Shipping the Image to Docker Hub.mp4
81M	Python in Containers [Video]/1.Introduction/010.Running our App in Various Environments.mp4
1.6G	Python in Containers [Video]/2.Docker Deep Dive
22M	Python in Containers [Video]/2.Docker Deep Dive/011.Installing Docker for a Developer.mp4
7.6M	Python in Containers [Video]/2.Docker Deep Dive/012.Create Docker ID.mp4
50M	Python in Containers [Video]/2.Docker Deep Dive/013.Play with Docker.mp4
57M	Python in Containers [Video]/2.Docker Deep Dive/014.Install Docker on Ubuntu.mp4
51M	Python in Containers [Video]/2.Docker Deep Dive/015.Install Docker on CentOS.mp4
31M	Python in Containers [Video]/2.Docker Deep Dive/016.Docker on Linux - Security Warning.mp4
82M	Python in Containers [Video]/2.Docker Deep Dive/017.Docker Desktop on Windows Pro.mp4
20M	Python in Containers [Video]/2.Docker Deep Dive/018.Introduction to Windows Containers.mp4
69M	Python in Containers [Video]/2.Docker Deep Dive/019.Docker Desktop on MacOS.mp4
33M	Python in Containers [Video]/2.Docker Deep Dive/020.Docker Toolbox for Windows Home.mp4
72M	Python in Containers [Video]/2.Docker Deep Dive/021.Running Containers with Docker.mp4
90M	Python in Containers [Video]/2.Docker Deep Dive/022.Integrating Containers with a Host System.mp4
83M	Python in Containers [Video]/2.Docker Deep Dive/023.Container Images.mp4
87M	Python in Containers [Video]/2.Docker Deep Dive/024.Managing Containers.mp4
90M	Python in Containers [Video]/2.Docker Deep Dive/025.Running Multiple Containers.mp4
77M	Python in Containers [Video]/2.Docker Deep Dive/026.Container Networking.mp4
48M	Python in Containers [Video]/2.Docker Deep Dive/027.Data Persistency - Volumes.mp4
72M	Python in Containers [Video]/2.Docker Deep Dive/028.Dockerfile Introduction.mp4
59M	Python in Containers [Video]/2.Docker Deep Dive/029.Docker Hub Introduction.mp4
50M	Python in Containers [Video]/2.Docker Deep Dive/030.Python Base Images.mp4
40M	Python in Containers [Video]/2.Docker Deep Dive/031.Docker GUIs Part 1 - Kitematic.mp4
98M	Python in Containers [Video]/2.Docker Deep Dive/032.Docker GUIs Part 2 - Portainer.mp4
14M	Python in Containers [Video]/2.Docker Deep Dive/033.Docker Machine Overview.mp4
71M	Python in Containers [Video]/2.Docker Deep Dive/034.Docker Machine with VirtualBox.mp4
42M	Python in Containers [Video]/2.Docker Deep Dive/035.Docker Machine with Hyper-V.mp4
73M	Python in Containers [Video]/2.Docker Deep Dive/036.Docker Machine on AWS Cloud Hosts.mp4
66M	Python in Containers [Video]/2.Docker Deep Dive/037.Docker Machine on Google Cloud Hosts.mp4
1.7G	Python in Containers [Video]/3.Build Container Images
38M	Python in Containers [Video]/3.Build Container Images/038.Elements of Containerized Python Project.mp4
84M	Python in Containers [Video]/3.Build Container Images/039.Lifecycle of Containerized Python Project.mp4
98M	Python in Containers [Video]/3.Build Container Images/040.Design Principles for Containerized Python Apps.mp4
51M	Python in Containers [Video]/3.Build Container Images/041.Manual Image Build Process.mp4
81M	Python in Containers [Video]/3.Build Container Images/042.Dockerfile - Automation of Image Build.mp4
45M	Python in Containers [Video]/3.Build Container Images/043.Dockerfile Commands - Introduction and FROM.mp4
54M	Python in Containers [Video]/3.Build Container Images/044.Dockerfile Commands - WORKDIR, COPY, ADD.mp4
74M	Python in Containers [Video]/3.Build Container Images/045.Dockerfile Commands - RUN.mp4
46M	Python in Containers [Video]/3.Build Container Images/046.Dockerfile Commands - ENV, LABEL, USER.mp4
74M	Python in Containers [Video]/3.Build Container Images/047.Dockerfile Commands - VOLUME and EXPOSE.mp4
84M	Python in Containers [Video]/3.Build Container Images/048.Dockerfile Commands - ENTRYPOINT and CMD.mp4
61M	Python in Containers [Video]/3.Build Container Images/049.Parametrizing Dockerfiles with ARG.mp4
51M	Python in Containers [Video]/3.Build Container Images/050.Building and Running Reusable Images.mp4
68M	Python in Containers [Video]/3.Build Container Images/051.Build time versus Run time Execution.mp4
72M	Python in Containers [Video]/3.Build Container Images/052.Building smaller Images.mp4
83M	Python in Containers [Video]/3.Build Container Images/053.Multistage Image Build.mp4
44M	Python in Containers [Video]/3.Build Container Images/054.Building Custom Python Images.mp4
66M	Python in Containers [Video]/3.Build Container Images/055.Build Base Images from Scratch.mp4
68M	Python in Containers [Video]/3.Build Container Images/056.Dockerizing PyTest and Pdb - Simple Case.mp4
51M	Python in Containers [Video]/3.Build Container Images/057.Django Containerization for Development.mp4
90M	Python in Containers [Video]/3.Build Container Images/058.Django Containerization for Production.mp4
50M	Python in Containers [Video]/3.Build Container Images/059.Application Servers to Run Django and Flask.mp4
70M	Python in Containers [Video]/3.Build Container Images/060.Production--grade Database Engine - PostgreSQL.mp4
48M	Python in Containers [Video]/3.Build Container Images/061.Production--grade Database Engine - MariaDB.mp4
90M	Python in Containers [Video]/3.Build Container Images/062.Implementing Proxy Server.mp4
31M	Python in Containers [Video]/3.Build Container Images/063.The need of Automation.mp4
464M	Python in Containers [Video]/4.Ship Containers
74M	Python in Containers [Video]/4.Ship Containers/064.Shipping Images.mp4
79M	Python in Containers [Video]/4.Ship Containers/065.Image Registries and Repositories.mp4
52M	Python in Containers [Video]/4.Ship Containers/066.Review of Key Cloud Registries.mp4
70M	Python in Containers [Video]/4.Ship Containers/067.Review of Local Registry Technologies.mp4
63M	Python in Containers [Video]/4.Ship Containers/068.GitHub and Docker Hub Integration.mp4
57M	Python in Containers [Video]/4.Ship Containers/069.GitLab Container Image Build Workflow.mp4
71M	Python in Containers [Video]/4.Ship Containers/070.Vulnerability Scanning of Images.mp4
1.3G	Python in Containers [Video]/5.Run Containers in Docker
36M	Python in Containers [Video]/5.Run Containers in Docker/071.Running Production Containers in Docker.mp4
86M	Python in Containers [Video]/5.Run Containers in Docker/072.Docker Compose - Introduction.mp4
70M	Python in Containers [Video]/5.Run Containers in Docker/073.Docker Compose File - Version and Volumes.mp4
61M	Python in Containers [Video]/5.Run Containers in Docker/074.Docker Compose File - Networks.mp4
84M	Python in Containers [Video]/5.Run Containers in Docker/075.Docker Compose File - Services.mp4
95M	Python in Containers [Video]/5.Run Containers in Docker/076.Managing Images with Docker Compose.mp4
67M	Python in Containers [Video]/5.Run Containers in Docker/077.Application Lifecycle with Docker Compose - Part 1.mp4
78M	Python in Containers [Video]/5.Run Containers in Docker/078.Application Lifecycle with Docker Compose - Part 2.mp4
75M	Python in Containers [Video]/5.Run Containers in Docker/079.Introduction to Docker Swarm.mp4
38M	Python in Containers [Video]/5.Run Containers in Docker/080.Provisioning Swarm with Docker Machine.mp4
67M	Python in Containers [Video]/5.Run Containers in Docker/081.Standalone Containers in Swarm.mp4
66M	Python in Containers [Video]/5.Run Containers in Docker/082.Services in Swarm.mp4
66M	Python in Containers [Video]/5.Run Containers in Docker/083.Service Modes and Ingress Routing Mesh.mp4
91M	Python in Containers [Video]/5.Run Containers in Docker/084.Application Stack in Swarm - Part 1.mp4
35M	Python in Containers [Video]/5.Run Containers in Docker/085.Application Stack in Swarm - Part 2.mp4
74M	Python in Containers [Video]/5.Run Containers in Docker/086.Application Environment in Swarm - Part 1.mp4
75M	Python in Containers [Video]/5.Run Containers in Docker/087.Application Environment in Swarm - Part 2.mp4
62M	Python in Containers [Video]/5.Run Containers in Docker/088.Application Lifecycle in Swarm.mp4
17M	Python in Containers [Video]/5.Run Containers in Docker/089.Summary of Docker Runtime Environment.mp4
1.1G	Python in Containers [Video]/6.Run Containers in Kubernetes
50M	Python in Containers [Video]/6.Run Containers in Kubernetes/090.Introduction to Kubernetes.mp4
87M	Python in Containers [Video]/6.Run Containers in Kubernetes/091.Helicopter View of Kubernetes as the Application Platform.mp4
57M	Python in Containers [Video]/6.Run Containers in Kubernetes/092.Installing a Small Kubernetes Cluster.mp4
72M	Python in Containers [Video]/6.Run Containers in Kubernetes/093.Running Simple Application in Minikube.mp4
72M	Python in Containers [Video]/6.Run Containers in Kubernetes/094.Deployment of Multi-Container Application in Minikube - Part 1.mp4
62M	Python in Containers [Video]/6.Run Containers in Kubernetes/095.Deployment of Multi-Container Application in Minikube - Part 2.mp4
72M	Python in Containers [Video]/6.Run Containers in Kubernetes/096.Pod Controllers Part 1 - Introduction and ReplicaSet.mp4
95M	Python in Containers [Video]/6.Run Containers in Kubernetes/097.Pod Controllers Part 2- Deployment.mp4
73M	Python in Containers [Video]/6.Run Containers in Kubernetes/098.Pod Controllers Part 3 - StatefulSet, DaemonSet.mp4
95M	Python in Containers [Video]/6.Run Containers in Kubernetes/099.Pod Controllers Part4 - Job, CronJob.mp4
94M	Python in Containers [Video]/6.Run Containers in Kubernetes/100.Services.mp4
87M	Python in Containers [Video]/6.Run Containers in Kubernetes/101.Volumes.mp4
89M	Python in Containers [Video]/6.Run Containers in Kubernetes/102.Deploying a Multi-Container Application in Google Kubernetes Engine.mp4
69M	Python in Containers [Video]/6.Run Containers in Kubernetes/103.Application Environment in Kubernetes.mp4
627M	Python in Containers [Video]/7.Data Science & Machine Learning in Containers
28M	Python in Containers [Video]/7.Data Science & Machine Learning in Containers/104.Section Introduction & Overview.mp4
81M	Python in Containers [Video]/7.Data Science & Machine Learning in Containers/105.Containers in Research & Experimentation.mp4
60M	Python in Containers [Video]/7.Data Science & Machine Learning in Containers/106.Machine Learning in Production.mp4
66M	Python in Containers [Video]/7.Data Science & Machine Learning in Containers/107.Jupyter Notebook in Docker.mp4
61M	Python in Containers [Video]/7.Data Science & Machine Learning in Containers/108.Run Python Code in Jupyter Container.mp4
47M	Python in Containers [Video]/7.Data Science & Machine Learning in Containers/109.Data Science in Jupyter Container.mp4
53M	Python in Containers [Video]/7.Data Science & Machine Learning in Containers/110.TensorFlow in Containers.mp4
36M	Python in Containers [Video]/7.Data Science & Machine Learning in Containers/111.MNIST Classification Models in Tensorflow Container.mp4
85M	Python in Containers [Video]/7.Data Science & Machine Learning in Containers/112.Tensorflow Serving - Prediction Example.mp4
56M	Python in Containers [Video]/7.Data Science & Machine Learning in Containers/113.Object Detection in TensorFlow Container.mp4
59M	Python in Containers [Video]/7.Data Science & Machine Learning in Containers/114.NVIDIA GPU and Docker.mp4
13M	Python in Containers [Video]/Exercise Files
13M	Python in Containers [Video]/Exercise Files/code_9781800200753.zip
7.0G	total

File: 001.Course Introduction and Agenda Overview.mp4
Size: 70027926 bytes (66.78 MiB), duration: 00:10:46, avg.bitrate: 867 kb/s
Audio: aac, 44100 Hz, stereo (eng)
Video: h264, yuv420p, 1920x1080, 30.00 fps(r) (eng)


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Keywords: Packt, Python, Containers, XQZT
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