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

File Name

Size

Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/1 - Introduction/1 -Why and How Docker is important for Machine Learning Artificial Intelligence.mp4

68 MB

~Get Your Files Here !/1 - Introduction/2 -Why and How Docker is important for Machine Learning Artificial Intelligence.mp4

47 MB

~Get Your Files Here !/1 - Introduction/3 -Docker in the world of LLMs and Agentic AI.mp4

47 MB

~Get Your Files Here !/1 - Introduction/4 - Download the Slides Deck.html

33 B

~Get Your Files Here !/1 - Introduction/4 -AI-and-ML-with-Docker.pdf

3.9 MB

~Get Your Files Here !/1 - Introduction/4 -Installing and validating Docker Desktop.mp4

71 MB

~Get Your Files Here !/1 - Introduction/5 -Setting up tools and environment for this Course.mp4

43 MB

~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 MB

~Get Your Files Here !/2 - Launch and Operate ML Dev Environments with Docker/2 -Docker Concepts - Images, Container, Registry, Repository. Pulling Images.mp4

73 MB

~Get Your Files Here !/2 - Launch and Operate ML Dev Environments with Docker/3 -Launch, Analyse and Connect to MLFlow Container.mp4

62 MB

~Get Your Files Here !/2 - Launch and Operate ML Dev Environments with Docker/4 -Container Operations - Common options, Detaching, Listing, Managing Containers.mp4

108 MB

~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

70 MB

~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 MB

~Get Your Files Here !/2 - Launch and Operate ML Dev Environments with Docker/7 -Connect Notebook with MLFlow Container for Experiment Tracking.mp4

88 MB

~Get Your Files Here !/2 - Launch and Operate ML Dev Environments with Docker/8 - Project Guide -Build it Yourself.html

12 kB

~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

~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

38 MB

~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/2 - Mission Statement.html

9.1 kB

~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 MB

~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 MB

~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 MB

~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/5 -Buidling and Testing the Image using Dockerfile.mp4

64 MB

~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/6 -Analysing, Tagging and Publishing Container Images.mp4

80 MB

~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/7 -How to write Dockerfile Instructions Quick Dive.mp4

107 MB

~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 MB

~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/9 - Project Guide -Build it Yourself.html

9.1 kB

~Get Your Files Here !/3 - Packaging ML Apps as Container Images with Dockerfiles/9 -🚀 Project Tech Stack Advisor — ML-Powered Stack Recommendation App.pdf

589 kB

~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

49 MB

~Get Your Files Here !/4 - Simualting Production Grade ML Systems in Dev with Docker Compose/2 - Mission Statement.html

4.8 kB

~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 MB

~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 MB

~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

96 MB

~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

122 MB

~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 MB

~Get Your Files Here !/4 - Simualting Production Grade ML Systems in Dev with Docker Compose/7 - Project Guide - Build it Yourself.html

6.5 kB

~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

32 MB

~Get Your Files Here !/5 - Running LLMs Locally with Docker Model Runner/2 - Mission Statement.html

4.3 kB

~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

42 MB

~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 MB

~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

76 MB

~Get Your Files Here !/5 - Running LLMs Locally with Docker Model Runner/5 -Configuring Docker Model Runner as a Provider to Compose.mp4

113 MB

~Get Your Files Here !/6 - Exploring Model Context Protocol with Docker MCP Toolkit/1 -Project - Explore Docker MCP Toolkit.mp4

24 MB

~Get Your Files Here !/6 - Exploring Model Context Protocol with Docker MCP Toolkit/2 - Mission Statement.html

3.3 kB

~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

69 MB

~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

85 MB

~Get Your Files Here !/6 - Exploring Model Context Protocol with Docker MCP Toolkit/4 -Using Filesystem MCP Server.mp4

52 MB

~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 MB

~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 MB

~Get Your Files Here !/Bonus Resources.txt

70 B