Udemy - MLOps Bootcamp Mastering AI Operations for Success - AIOps (7.2024)

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文件数目：493个文件
文件大小：13.84 GB
收录时间：2025-07-20
访问次数：1
相关内容：Udemy MLOps Bootcamp Mastering Operations Success AIOps 2024

文件meta

11 - Lnux Operating System for DevOps and Data Scientists/004 Basic Linux Commands of Linux.mp4
566.79 MB
21 - Additional Learning on Topic of MLOps/003 Kubernetes 101 Part 2.mp4
428.02 MB
21 - Additional Learning on Topic of MLOps/001 MLOps with MLFlow in 1 Hour.mp4
415.36 MB
17 - Monitor the ML System with WhyLogs/003 Whylogs - Drift Detection, Input, Output, Bias Monitoring.mp4
384.7 MB
21 - Additional Learning on Topic of MLOps/005 Bonus Understanding Transformer Architecture.mp4
383.65 MB
09 - Build MLApps using Streamlit/003 Building the ML Model with Streamlit.mp4
330.01 MB
21 - Additional Learning on Topic of MLOps/004 Generative AI and Prompt Engineering Introduction.mp4
198.36 MB
05 - Packaging the ML Models/002 Typical Experimentation with Dataset.mp4
176.86 MB
05 - Packaging the ML Models/009 Data Preprocessing part 1.mp4
167.43 MB
05 - Packaging the ML Models/007 Create Config Module.mp4
166.11 MB
21 - Additional Learning on Topic of MLOps/002 Kubernetes 101 Part 1.mp4
159.25 MB
06 - Mlflow - Manage ML experiments/008 MLFlow Project.mp4
152.08 MB
15 - Deploy Applications with Docker Compose/002 Hands On - Docker Compose with Flask Application.mp4
148.8 MB
12 - Working with CI CD Tool Jenkins/004 Deploy as API with FASTAPI.mp4
141.44 MB
06 - Mlflow - Manage ML experiments/006 Machine Learning Experiement on MLFlow.mp4
140.24 MB
07 - Docker for Machine Learning/002 Introduction to Docker.mp4
137.63 MB
01 - Introduction to Complete MLOps Bootcamp/003 The Stages of MLOps.mp4
136.31 MB
20 - Python for Data Science - Numpy - Pandas - Matplotlib - (Additional Learning)/024 Advanced Functions in Pandas DataFrame.mp4
136.3 MB
15 - Deploy Applications with Docker Compose/003 Hands On - Docker Compose Prometheus Grafana.mp4
133.76 MB
12 - Working with CI CD Tool Jenkins/011 Configure Github Repo - Webhook - Jenkins Credentials.mp4
133.61 MB
05 - Packaging the ML Models/026 Packagiing the ML Model & testing.mp4
132.49 MB
11 - Lnux Operating System for DevOps and Data Scientists/002 Linux Features & Bash.mp4
132.39 MB
12 - Working with CI CD Tool Jenkins/019 Create CI CT CD Pipeline - Github Dockerhub.mp4
131.79 MB
07 - Docker for Machine Learning/004 Working with Docker.mp4
130.37 MB
06 - Mlflow - Manage ML experiments/004 Basic Mlflow tutorial.mp4
129.39 MB
16 - Continuous Monitoring of Machine Learning Application/002 Hands On Monitoring of ML Application using Prometheus.mp4
126.08 MB
06 - Mlflow - Manage ML experiments/011 Log Model Metrics in MySql.mp4
124.64 MB
10 - Build MLApps using Flask/002 Hands On Learning of Flask Library.mp4
123.9 MB
08 - Build MLApps using FastAPI/004 Crash course on FastAPI.mp4
122.29 MB
05 - Packaging the ML Models/004 Challenges in Working inside the Jupyter Notebook.mp4
115.6 MB
14 - Continuous Monitoring with Prometheus/006 Installation of Prometheus.mp4
113.88 MB
20 - Python for Data Science - Numpy - Pandas - Matplotlib - (Additional Learning)/015 Broadcasting on Numpy Arrays.mp4
112.97 MB
09 - Build MLApps using Streamlit/002 Hands On Working with Streamlit.mp4
107.01 MB
05 - Packaging the ML Models/005 Understanding the Modular Programming.mp4
106.56 MB
14 - Continuous Monitoring with Prometheus/014 Monitor the FastAPI Application using Prometheus.mp4
104.69 MB
10 - Build MLApps using Flask/003 Build ML Model App with Flask.mp4
104.16 MB
06 - Mlflow - Manage ML experiments/009 MLFlow Models.mp4
102.75 MB
12 - Working with CI CD Tool Jenkins/017 Setup Email Notification with Gmail.mp4
101.05 MB
05 - Packaging the ML Models/006 Creating Folder Hierarchy for ML Project.mp4
100.71 MB
12 - Working with CI CD Tool Jenkins/008 Test Locally using Docker Containers.mp4
100.51 MB
14 - Continuous Monitoring with Prometheus/017 Trigger Alerts with Grafana.mp4
100.32 MB
12 - Working with CI CD Tool Jenkins/015 Test Github Webhook with Jenkins.mp4
100.24 MB
05 - Packaging the ML Models/011 sklearn pipeline.mp4
99.28 MB
12 - Working with CI CD Tool Jenkins/005 Test FastAPI App.mp4
96.83 MB
07 - Docker for Machine Learning/008 Dockerize the ML Model.mp4
95.47 MB
03 - Git and Github Fundamentals for MLOps/008 Git Branch.mp4
93.87 MB
04 - Crash Course on YAML/001 YAML Crash Course.mp4
91.84 MB
06 - Mlflow - Manage ML experiments/007 Create ML Model for Loan Prediction.mp4
91.35 MB
14 - Continuous Monitoring with Prometheus/012 Monitor the Linux Server with Node Exporter.mp4
90.23 MB
07 - Docker for Machine Learning/006 Working with Dockerfile.mp4
89.54 MB