[ WebToolTip.com ] Udemy - Mastering AI - ML with Docker with 5 Real World Projects


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File Size:   2.66 GB
Creat Time:   2025-06-10
Active Degree:   4
Last Active:   2025-06-12
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Tags:    WebToolTip com Udemy - Mastering AI - ML with Docker with 5 Real World Projects
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File List

  1. ~Get Your Files Here !/4 - Simualting Production Grade ML Systems in Dev with Docker Compose/5 -Composing FastAPI and Streamlit Apps with Multi Service Compose Spec.mp4 121.87 MB
  2. ~Get Your Files Here !/5 - Running LLMs Locally with Docker Model Runner/5 -Configuring Docker Model Runner as a Provider to Compose.mp4 112.71 MB
  3. ~Get Your Files Here !/5 - Running LLMs Locally with Docker Model Runner/3 -Exploring Docker Model Runner - Pull a LLM Model from Gen AI Catalogue and Run i.mp4 112.46 MB
  4. ~Get Your Files Here !/2 - Launch and Operate ML Dev Environments with Docker/4 -Container Operations - Common options, Detaching, Listing, Managing Containers.mp4 107.66 MB
  5. ~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/7 -How to write Dockerfile Instructions Quick Dive.mp4 106.97 MB
  6. ~Get Your Files Here !/2 - Launch and Operate ML Dev Environments with Docker/6 -Writing and executing a simple ML Project with Container Hosted Jupyter Notebook.mp4 106.27 MB
  7. ~Get Your Files Here !/6 - Exploring Model Context Protocol with Docker MCP Toolkit/5 -Securely connecting to GitHub MCP Server and using Read Only Access.mp4 103.41 MB
  8. ~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/4 -Building a container image step by step using the Imperative Approach.mp4 96.51 MB
  9. ~Get Your Files Here !/4 - Simualting Production Grade ML Systems in Dev with Docker Compose/4 -Run the Data Processing, Feature Engineering and Model Training Pipeline for Hou.mp4 95.79 MB
  10. ~Get Your Files Here !/4 - Simualting Production Grade ML Systems in Dev with Docker Compose/6 -Connecting Services using DNS Based Service Discovery offered by Docker Compose.mp4 91.09 MB
  11. ~Get Your Files Here !/4 - Simualting Production Grade ML Systems in Dev with Docker Compose/3 -Automate MLFlow Launch with Code by writing Compose Spec , Learn Compose Syntax.mp4 90.10 MB
  12. ~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/2 -Build and test the ML Project and Train the Model.mp4 88.25 MB
  13. ~Get Your Files Here !/2 - Launch and Operate ML Dev Environments with Docker/7 -Connect Notebook with MLFlow Container for Experiment Tracking.mp4 87.53 MB
  14. ~Get Your Files Here !/6 - Exploring Model Context Protocol with Docker MCP Toolkit/3 -Getting started with Docker MCP Toolkit and MCP Catalogue with Gordon AI.mp4 84.57 MB
  15. ~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/8 -Deploy and Host Containerized App to Hugging Face Spaces.mp4 83.12 MB
  16. ~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/6 -Analysing, Tagging and Publishing Container Images.mp4 79.77 MB
  17. ~Get Your Files Here !/6 - Exploring Model Context Protocol with Docker MCP Toolkit/6 -Auto generating Code, Revision Controlling it and Pushing it toGitHub with MCP S.mp4 77.04 MB
  18. ~Get Your Files Here !/5 - Running LLMs Locally with Docker Model Runner/4 -Lanching LocalGPT App with Docker Model Runner with OpenAI Compatible Connection.mp4 75.75 MB
  19. ~Get Your Files Here !/2 - Launch and Operate ML Dev Environments with Docker/2 -Docker Concepts - Images, Container, Registry, Repository. Pulling Images.mp4 72.80 MB
  20. ~Get Your Files Here !/1 - Introduction/4 -Installing and validating Docker Desktop.mp4 71.41 MB
  21. ~Get Your Files Here !/4 - Simualting Production Grade ML Systems in Dev with Docker Compose/2 -Understanding the Application Stack and the ML Workflow.mp4 70.00 MB
  22. ~Get Your Files Here !/2 - Launch and Operate ML Dev Environments with Docker/5 -Launch JupyterLabs Notebook Envioronment with a Volume shared with Host.mp4 69.49 MB
  23. ~Get Your Files Here !/6 - Exploring Model Context Protocol with Docker MCP Toolkit/2 -What is Model Context Protocol (MCP) and how it sets the foundation for Agentic.mp4 68.72 MB
  24. ~Get Your Files Here !/1 - Introduction/1 -Why and How Docker is important for Machine Learning Artificial Intelligence.mp4 68.53 MB
  25. ~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/5 -Buidling and Testing the Image using Dockerfile.mp4 63.63 MB
  26. ~Get Your Files Here !/2 - Launch and Operate ML Dev Environments with Docker/3 -Launch, Analyse and Connect to MLFlow Container.mp4 62.35 MB
  27. ~Get Your Files Here !/6 - Exploring Model Context Protocol with Docker MCP Toolkit/4 -Using Filesystem MCP Server.mp4 51.45 MB
  28. ~Get Your Files Here !/4 - Simualting Production Grade ML Systems in Dev with Docker Compose/1 -Project - Build and Deploy House Price Predictions ML App in Dev with Docker Co.mp4 48.61 MB
  29. ~Get Your Files Here !/1 - Introduction/3 -Docker in the world of LLMs and Agentic AI.mp4 46.89 MB
  30. ~Get Your Files Here !/1 - Introduction/2 -Why and How Docker is important for Machine Learning Artificial Intelligence.mp4 46.84 MB
  31. ~Get Your Files Here !/1 - Introduction/5 -Setting up tools and environment for this Course.mp4 42.99 MB
  32. ~Get Your Files Here !/5 - Running LLMs Locally with Docker Model Runner/2 -What is Docker Model Runner How to Set it up with Docker Desktop.mp4 41.50 MB
  33. ~Get Your Files Here !/2 - Launch and Operate ML Dev Environments with Docker/1 -Project - Setup ML Dev Environment with Docker - MLFlow and Jupyter.mp4 40.08 MB
  34. ~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/1 -Project Nebula - Containerize Tech Stack Advisor ML App and Host it on Hugging F.mp4 37.49 MB
  35. ~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/3 -Why and how to build Container Images Manually First.mp4 37.15 MB
  36. ~Get Your Files Here !/5 - Running LLMs Locally with Docker Model Runner/1 -Project - Integrate LocalGPT App with Locally Running LLM using Docker Model Run.mp4 31.47 MB
  37. ~Get Your Files Here !/6 - Exploring Model Context Protocol with Docker MCP Toolkit/1 -Project - Explore Docker MCP Toolkit.mp4 23.73 MB
  38. ~Get Your Files Here !/1 - Introduction/4 -AI-and-ML-with-Docker.pdf 3.91 MB
  39. ~Get Your Files Here !/2 - Launch and Operate ML Dev Environments with Docker/8 -? Project 1 Running ML Containers like JupyterLabs and MLFlow with Docker.pdf 850 KB
  40. ~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/9 -? Project Tech Stack Advisor — ML-Powered Stack Recommendation App.pdf 588 KB
  41. ~Get Your Files Here !/2 - Launch and Operate ML Dev Environments with Docker/8 - Project Guide -Build it Yourself.html 12 KB
  42. ~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/2 - Mission Statement.html 9 KB
  43. ~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/9 - Project Guide -Build it Yourself.html 9 KB
  44. ~Get Your Files Here !/4 - Simualting Production Grade ML Systems in Dev with Docker Compose/7 - Project Guide - Build it Yourself.html 6 KB
  45. ~Get Your Files Here !/4 - Simualting Production Grade ML Systems in Dev with Docker Compose/2 - Mission Statement.html 4 KB
  46. ~Get Your Files Here !/5 - Running LLMs Locally with Docker Model Runner/2 - Mission Statement.html 4 KB
  47. ~Get Your Files Here !/6 - Exploring Model Context Protocol with Docker MCP Toolkit/2 - Mission Statement.html 3 KB
  48. Get Bonus Downloads Here.url 0 KB
  49. ~Get Your Files Here !/Bonus Resources.txt 0 KB
  50. ~Get Your Files Here !/1 - Introduction/4 - Download the Slides Deck.html 0 KB

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