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Please note that this page does not hosts or makes available any of the listed filenames. You
cannot download any of those files from here.
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| 1 -Project - Build and Deploy House Price Predictions ML App in Dev with Docker Co.mp4 |
48.61MB |
| 1 -Project - Explore Docker MCP Toolkit.mp4 |
23.73MB |
| 1 -Project - Integrate LocalGPT App with Locally Running LLM using Docker Model Run.mp4 |
31.47MB |
| 1 -Project Nebula - Containerize Tech Stack Advisor ML App and Host it on Hugging F.mp4 |
37.49MB |
| 1 -Project - Setup ML Dev Environment with Docker - MLFlow and Jupyter.mp4 |
40.08MB |
| 1 -Why and How Docker is important for Machine Learning Artificial Intelligence.mp4 |
68.53MB |
| 2 -Build and test the ML Project and Train the Model.mp4 |
88.25MB |
| 2 -Docker Concepts - Images, Container, Registry, Repository. Pulling Images.mp4 |
72.80MB |
| 2 - Mission Statement.html |
9.07KB |
| 2 - Mission Statement.html |
4.77KB |
| 2 - Mission Statement.html |
4.35KB |
| 2 - Mission Statement.html |
3.30KB |
| 2 -Understanding the Application Stack and the ML Workflow.mp4 |
70.00MB |
| 2 -What is Docker Model Runner How to Set it up with Docker Desktop.mp4 |
41.50MB |
| 2 -What is Model Context Protocol (MCP) and how it sets the foundation for Agentic.mp4 |
68.72MB |
| 2 -Why and How Docker is important for Machine Learning Artificial Intelligence.mp4 |
46.84MB |
| 3 -Automate MLFlow Launch with Code by writing Compose Spec , Learn Compose Syntax.mp4 |
90.10MB |
| 3 -Docker in the world of LLMs and Agentic AI.mp4 |
46.89MB |
| 3 -Exploring Docker Model Runner - Pull a LLM Model from Gen AI Catalogue and Run i.mp4 |
112.46MB |
| 3 -Getting started with Docker MCP Toolkit and MCP Catalogue with Gordon AI.mp4 |
84.57MB |
| 3 -Launch, Analyse and Connect to MLFlow Container.mp4 |
62.35MB |
| 3 -Why and how to build Container Images Manually First.mp4 |
37.15MB |
| 4 -AI-and-ML-with-Docker.pdf |
3.91MB |
| 4 -Building a container image step by step using the Imperative Approach.mp4 |
96.51MB |
| 4 -Container Operations - Common options, Detaching, Listing, Managing Containers.mp4 |
107.66MB |
| 4 - Download the Slides Deck.html |
33B |
| 4 -Installing and validating Docker Desktop.mp4 |
71.41MB |
| 4 -Lanching LocalGPT App with Docker Model Runner with OpenAI Compatible Connection.mp4 |
75.75MB |
| 4 -Run the Data Processing, Feature Engineering and Model Training Pipeline for Hou.mp4 |
95.79MB |
| 4 -Using Filesystem MCP Server.mp4 |
51.45MB |
| 5 -Buidling and Testing the Image using Dockerfile.mp4 |
63.63MB |
| 5 -Composing FastAPI and Streamlit Apps with Multi Service Compose Spec.mp4 |
121.87MB |
| 5 -Configuring Docker Model Runner as a Provider to Compose.mp4 |
112.71MB |
| 5 -Launch JupyterLabs Notebook Envioronment with a Volume shared with Host.mp4 |
69.49MB |
| 5 -Securely connecting to GitHub MCP Server and using Read Only Access.mp4 |
103.41MB |
| 5 -Setting up tools and environment for this Course.mp4 |
42.99MB |
| 6 -Analysing, Tagging and Publishing Container Images.mp4 |
79.77MB |
| 6 -Auto generating Code, Revision Controlling it and Pushing it toGitHub with MCP S.mp4 |
77.04MB |
| 6 -Connecting Services using DNS Based Service Discovery offered by Docker Compose.mp4 |
91.09MB |
| 6 -Writing and executing a simple ML Project with Container Hosted Jupyter Notebook.mp4 |
106.27MB |
| 7 -Connect Notebook with MLFlow Container for Experiment Tracking.mp4 |
87.53MB |
| 7 -How to write Dockerfile Instructions Quick Dive.mp4 |
106.97MB |
| 7 - Project Guide - Build it Yourself.html |
6.46KB |
| 8 -Deploy and Host Containerized App to Hugging Face Spaces.mp4 |
83.12MB |
| 8 - Project Guide -Build it Yourself.html |
12.01KB |
| 8 -📘 Project 1 Running ML Containers like JupyterLabs and MLFlow with Docker.pdf |
850.06KB |
| 9 - Project Guide -Build it Yourself.html |
9.07KB |
| 9 -🚀 Project Tech Stack Advisor — ML-Powered Stack Recommendation App.pdf |
588.93KB |
| Bonus Resources.txt |
70B |
| Get Bonus Downloads Here.url |
180B |