WebToolTip com Udemy Mastering AI ML with Docker with Real World Projects

WebToolTip com Udemy Mastering AI ML with Docker with Real World Projects

Name	[ WebToolTip.com ] Udemy - Mastering AI - ML with Docker with 5 Real World Projects	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.9 GB
Total Files	50
Last Seen	2025-07-18 00:25
Hash	FFBAD4FA121143B6988A3A817BD348664C06E3B2

/
Get Bonus Downloads Here.url	0.2 KB
/1 - Introduction/
1 -Why and How Docker is important for Machine Learning Artificial Intelligence.mp4	71.9 MB
2 -Why and How Docker is important for Machine Learning Artificial Intelligence.mp4	49.1 MB
3 -Docker in the world of LLMs and Agentic AI.mp4	49.2 MB
4 - Download the Slides Deck.html	0.0 KB
4 -AI-and-ML-with-Docker.pdf	4.1 MB
4 -Installing and validating Docker Desktop.mp4	74.9 MB
5 -Setting up tools and environment for this Course.mp4	45.1 MB
/.../2 - Launch and Operate ML Dev Environments with Docker/
1 -Project - Setup ML Dev Environment with Docker - MLFlow and Jupyter.mp4	42.0 MB
2 -Docker Concepts - Images, Container, Registry, Repository. Pulling Images.mp4	76.3 MB
3 -Launch, Analyse and Connect to MLFlow Container.mp4	65.4 MB
4 -Container Operations - Common options, Detaching, Listing, Managing Containers.mp4	112.9 MB
5 -Launch JupyterLabs Notebook Envioronment with a Volume shared with Host.mp4	72.9 MB
6 -Writing and executing a simple ML Project with Container Hosted Jupyter Notebook.mp4	111.4 MB
7 -Connect Notebook with MLFlow Container for Experiment Tracking.mp4	91.8 MB
8 - Project Guide -Build it Yourself.html	12.3 KB
8 -📘 Project 1 Running ML Containers like JupyterLabs and MLFlow with Docker.pdf	870.5 KB
/.../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	39.3 MB
2 - Mission Statement.html	9.3 KB
2 -Build and test the ML Project and Train the Model.mp4	92.5 MB
3 -Why and how to build Container Images Manually First.mp4	39.0 MB
4 -Building a container image step by step using the Imperative Approach.mp4	101.2 MB
5 -Buidling and Testing the Image using Dockerfile.mp4	66.7 MB
6 -Analysing, Tagging and Publishing Container Images.mp4	83.6 MB
7 -How to write Dockerfile Instructions Quick Dive.mp4	112.2 MB
8 -Deploy and Host Containerized App to Hugging Face Spaces.mp4	87.2 MB
9 - Project Guide -Build it Yourself.html	9.3 KB
9 -🚀 Project Tech Stack Advisor — ML-Powered Stack Recommendation App.pdf	603.1 KB
/.../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	51.0 MB
2 - Mission Statement.html	4.9 KB
2 -Understanding the Application Stack and the ML Workflow.mp4	73.4 MB
3 -Automate MLFlow Launch with Code by writing Compose Spec , Learn Compose Syntax.mp4	94.5 MB
4 -Run the Data Processing, Feature Engineering and Model Training Pipeline for Hou.mp4	100.4 MB
5 -Composing FastAPI and Streamlit Apps with Multi Service Compose Spec.mp4	127.8 MB
6 -Connecting Services using DNS Based Service Discovery offered by Docker Compose.mp4	95.5 MB
7 - Project Guide - Build it Yourself.html	6.6 KB
/.../5 - Running LLMs Locally with Docker Model Runner/
1 -Project - Integrate LocalGPT App with Locally Running LLM using Docker Model Run.mp4	33.0 MB
2 - Mission Statement.html	4.5 KB
2 -What is Docker Model Runner How to Set it up with Docker Desktop.mp4	43.5 MB
3 -Exploring Docker Model Runner - Pull a LLM Model from Gen AI Catalogue and Run i.mp4	117.9 MB
4 -Lanching LocalGPT App with Docker Model Runner with OpenAI Compatible Connection.mp4	79.4 MB
5 -Configuring Docker Model Runner as a Provider to Compose.mp4	118.2 MB
/.../6 - Exploring Model Context Protocol with Docker MCP Toolkit/
1 -Project - Explore Docker MCP Toolkit.mp4	24.9 MB
2 - Mission Statement.html	3.4 KB
2 -What is Model Context Protocol (MCP) and how it sets the foundation for Agentic.mp4	72.1 MB
3 -Getting started with Docker MCP Toolkit and MCP Catalogue with Gordon AI.mp4	88.7 MB
4 -Using Filesystem MCP Server.mp4	54.0 MB
5 -Securely connecting to GitHub MCP Server and using Read Only Access.mp4	108.4 MB
6 -Auto generating Code, Revision Controlling it and Pushing it toGitHub with MCP S.mp4	80.8 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.1 KB
Total files 50