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Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)

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Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/01. About this Course/1. Understand the MLOps Project you will Build in the Course.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/01. About this Course/1. Understand the MLOps Project you will Build in the Course.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/01. About this Course/2. Join RealOps Builders Community on Discord.html
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/1. M101v2-What-is-MLOps.pdf
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/1. What is MLOps.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/1. What is MLOps.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/2. M102-Story-of-AI-Infrastructure-Ops.pdf
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/2. Story of Evolution of MLOps, LLMOps and AgenticAIOps.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/2. Story of Evolution of MLOps, LLMOps and AgenticAIOps.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/3. Comparing Three Approaches to AI.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/3. Comparing Three Approaches to AI.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/3. M103-Understanding-ML-LLM-Agentic-AI.pdf
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/4. M104-Case-Studies.pdf
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/4. MLOps Case Studies – Learning from the Pioneers.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/4. MLOps Case Studies – Learning from the Pioneers.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/5. Comparing Devops vs MLOps.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/5. Comparing Devops vs MLOps.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/5. M106-MLOps-vs-DevOps-Understanding-the-Evolution.pdf
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/6. Emergence of MLOps Engineer.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/6. Emergence of MLOps Engineer.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/02. Conceptual Introduction to MLOps/6. M105-The-Emergence-of-the-MLOps-Engineer.pdf
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/1. Module Intro.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/1. Module Intro.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/10. Working with Jupyter Notebooks.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/10. Working with Jupyter Notebooks.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/11. Download the Lab Guide.html
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/11. Lab 3 - Environment Setup.pdf
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/12. Summary.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/12. Summary.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/2. Use Case - House Price Predictor - Regression.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/2. Use Case - House Price Predictor - Regression.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/3. Fork and Clone the Repository.html
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/4. Understanding End to End ML Practices and MLOps.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/4. Understanding End to End ML Practices and MLOps.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/5. Environment Setup Overview.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/5. Environment Setup Overview.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/6. Setting up Docker Podman with Compose.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/6. Setting up Docker Podman with Compose.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/7. Launching MLflow for Experiemnt Tracking.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/7. Launching MLflow for Experiemnt Tracking.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/8. Understanding the Project Directory and Scaffold.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/8. Understanding the Project Directory and Scaffold.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/9. Setting up Python Virtual Environment with UV.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/03. Use Case and Environment Setup/9. Setting up Python Virtual Environment with UV.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/1. Module Intro.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/1. Module Intro.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/10. Download the Lab Guide.html
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/10. Lab 4 - From Data to Model.pdf
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/11. Module Summary.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/11. Module Summary.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/2. Learning Data Engineering.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/2. Learning Data Engineering.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/3. Experimental Data Analysis.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/3. Experimental Data Analysis.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/4. Understaing Feature Engineering Concepts.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/4. Understaing Feature Engineering Concepts.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/5. Building New Features for House Price Predictor.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/5. Building New Features for House Price Predictor.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/6. Preparing for Model Experimentation.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/6. Preparing for Model Experimentation.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/7. Data Splitting with x_train, y_train, x_test, y_test.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/7. Data Splitting with x_train, y_train, x_test, y_test.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/8. Defining Algorithms and Hyperparameter Grids.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/8. Defining Algorithms and Hyperparameter Grids.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/9. Running Model Experiments to find the Best Model and Hyperparamters.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/04. From Data to Models - Understanding Data Science with Feature Engineering and Ex/9. Running Model Experiments to find the Best Model and Hyperparamters.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/1. Module Intro.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/1. Module Intro.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/2. Linear Regression.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/2. Linear Regression.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/3. Logistic Regression.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/3. Logistic Regression.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/4. Decision Tree.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/4. Decision Tree.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/5. Random Forest.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/5. Random Forest.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/6. Support Vector Machine (SVM).mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/6. Support Vector Machine (SVM).vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/7. Neural Networking.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/7. Neural Networking.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/8. Boosting Algorithms (XGBoost, LightGBM etc.).mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/8. Boosting Algorithms (XGBoost, LightGBM etc.).vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/9. Module Summary.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/05. Bonus Understanding the Core ML Algorithms/9. Module Summary.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/1. Module Intro.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/1. Module Intro.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/10. Download the Lab Guide.html
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/10. Lab 5 - Containerize and Deploy the Model with Streamlit App.pdf
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/11. Summary.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/11. Summary.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/2. Handover from Data Scientist to ML Engineer MLOps.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/2. Handover from Data Scientist to ML Engineer MLOps.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/3. Running Feature Engineering and Preprocessing Jobs.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/3. Running Feature Engineering and Preprocessing Jobs.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/4. Building and Training Final Model with Configs from Data Scientists.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/4. Building and Training Final Model with Configs from Data Scientists.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/5. Wrapping the Model with FastAPI with Streamlit Client Apps.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/5. Wrapping the Model with FastAPI with Streamlit Client Apps.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/6. Writing Dockerfile to package Model with FastAPI Wrapper.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/6. Writing Dockerfile to package Model with FastAPI Wrapper.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/7. Debugging and Fixing Image Failures, Launch and Validate FastAPI.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/7. Debugging and Fixing Image Failures, Launch and Validate FastAPI.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/8. Packaging and testing Streamlit App.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/8. Packaging and testing Streamlit App.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/9. Packaging and Model Serving Infra with Docker Compose.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/06. Packaging Model along with FastAPI Wrapper and Streamlit with Containers/9. Packaging and Model Serving Infra with Docker Compose.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/1. Moule Intro.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/1. Moule Intro.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/10. Download the Lab Guide.html
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/10. Lab 6 - MLOps CI PipelineWorkflow with GitHub Actions.pdf
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/11. Summary.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/11. Summary.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/2. DAGs, GitHub Actions and our MLOps CI Workflow.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/2. DAGs, GitHub Actions and our MLOps CI Workflow.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/3. Understanding GitHub Actions Syntax.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/3. Understanding GitHub Actions Syntax.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/4. Writing an executung out first GitHub Actions Workflow.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/4. Writing an executung out first GitHub Actions Workflow.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/5. Adding Data and Feature Engineering Steps with Model Training.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/5. Adding Data and Feature Engineering Steps with Model Training.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/6. Model Training Step with MLFlow for Tracking.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/6. Model Training Step with MLFlow for Tracking.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/7. Adding Image Build and Publish Step with Docker.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/7. Adding Image Build and Publish Step with Docker.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/8. Configurating Registry Token and publishing Image to DockerHub.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/8. Configurating Registry Token and publishing Image to DockerHub.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/9. Modular, Multi Stage MLOps CI Workflow Pipeline.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/07. Setting up MLOps CI Workflow with GitHub Actions/9. Modular, Multi Stage MLOps CI Workflow Pipeline.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/1. Module Intro.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/1. Module Intro.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/10. Easy way to Generate Kubernetes Manifets and YAML.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/10. Easy way to Generate Kubernetes Manifets and YAML.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/11. Download the Lab Guide.html
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/11. Lab 7 - Deploying to Kubernetes.pdf
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/12. Summary.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/12. Summary.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/2. Designing Scalable Infrastructure for Model Inference.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/2. Designing Scalable Infrastructure for Model Inference.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/3. Introduction to Kubernetes for Machine Learning.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/3. Introduction to Kubernetes for Machine Learning.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/4. Kubernetes Core Concepts - Pods, Deployments and Services.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/4. Kubernetes Core Concepts - Pods, Deployments and Services.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/5. Simplest way to build a 3 Node Kubernetes Cluster with KIND.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/5. Simplest way to build a 3 Node Kubernetes Cluster with KIND.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/6. Deploying Streamlit Frontent App with Kubernetes.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/6. Deploying Streamlit Frontent App with Kubernetes.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/7. Exposing the Streamlit App with Kubernetes NodePort Service.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/7. Exposing the Streamlit App with Kubernetes NodePort Service.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/8. Creating Deployment Service for the Model wrapped in FastAPI.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/8. Creating Deployment Service for the Model wrapped in FastAPI.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/9. Connecting Streamlit with Model using Kubernetes native DNS Based Service Discov.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/08. Building Scalable Prod Inference Infrastructure with Kubernetes/9. Connecting Streamlit with Model using Kubernetes native DNS Based Service Discov.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/1. Module Intro.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/1. Module Intro.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/10. AI Based Troubleshooting Monitoring with ChatGPT.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/10. AI Based Troubleshooting Monitoring with ChatGPT.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/11. Running Load Test and Analysing Autoscaling.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/11. Running Load Test and Analysing Autoscaling.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/12. CPU Based Auto Scaling with KEDA.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/12. CPU Based Auto Scaling with KEDA.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/13. Adding a Verticle Pod Autoscaler (VPA).mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/13. Adding a Verticle Pod Autoscaler (VPA).vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/14. Lab - Setting up Monitoring with Prometheus and Grafana.html
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/14. Lab 8 - Setting up Model Monitoring.pdf
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/15. Lab - Setting up ML Autoscaling.html
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/15. Lab 9 - Autoscaling Models.pdf
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/16. Summary.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/16. Summary.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/2. Project Spec.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/2. Project Spec.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/3. Installing Prometheus and Grafana with Helm.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/3. Installing Prometheus and Grafana with Helm.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/4. Exploring Monitoring Metrics with Grafana and Prometheus.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/4. Exploring Monitoring Metrics with Grafana and Prometheus.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/5. Adding Instrumentation for FastAPI along with Custom Dashboard.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/5. Adding Instrumentation for FastAPI along with Custom Dashboard.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/6. Automatic Capacity Scaling Concepts.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/6. Automatic Capacity Scaling Concepts.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/7. Installing KEDA and Configuring Resource Spec.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/7. Installing KEDA and Configuring Resource Spec.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/8. Configuring Scaled Objects with KEDA.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/8. Configuring Scaled Objects with KEDA.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/9. Getting started with Load Testing Model Inference.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/09. Monitoring and Autoscaling a ML Model/9. Getting started with Load Testing Model Inference.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/10. GitOps Based Deployments for MLLLM Apps/1. Module Intro.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/10. GitOps Based Deployments for MLLLM Apps/1. Module Intro.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/10. GitOps Based Deployments for MLLLM Apps/2. GitOps Concepts.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/10. GitOps Based Deployments for MLLLM Apps/2. GitOps Concepts.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/10. GitOps Based Deployments for MLLLM Apps/3. GitOps Pricinple 2 Start Revision Controling the Code.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/10. GitOps Based Deployments for MLLLM Apps/3. GitOps Pricinple 2 Start Revision Controling the Code.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/10. GitOps Based Deployments for MLLLM Apps/4. GitOps Principle 4 Setup a Agent - ArgoCD.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/10. GitOps Based Deployments for MLLLM Apps/4. GitOps Principle 4 Setup a Agent - ArgoCD.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/10. GitOps Based Deployments for MLLLM Apps/5. Overview of Argo Application CRD.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/10. GitOps Based Deployments for MLLLM Apps/5. Overview of Argo Application CRD.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/10. GitOps Based Deployments for MLLLM Apps/6. Continuous Delivery with ArgoCD Applications.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/10. GitOps Based Deployments for MLLLM Apps/6. Continuous Delivery with ArgoCD Applications.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/10. GitOps Based Deployments for MLLLM Apps/7. End to End CI and CD Pielines for ML App.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/10. GitOps Based Deployments for MLLLM Apps/7. End to End CI and CD Pielines for ML App.vtt
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/10. GitOps Based Deployments for MLLLM Apps/8. Summary.mp4
Udemy - Ultimate DevOps to MLOps Bootcamp - Build ML CICD Pipelines (8.2025)/10. GitOps Based Deployments for MLLLM Apps/8. Summary.vtt