1 - Introduction (78.69 MB)
2 - What is MLOps (58.05 MB)
3 - Why is MLOps required (87.8 MB)
17 - Stage 7 Model Training (84.02 MB)
18 - Stage 8 Model Deployment (157.18 MB)
19 - Stage 9 Model Monitoring (58.42 MB)
20 - Congratulation What Next (56.73 MB)
5 - Problem Definition Data Collection and Processing (132.62 MB)
6 - Metrics Definition Data Analysis and Feature Engineering (110.57 MB)
7 - Model Training Deployment and Monitoring (86.86 MB)
8 - Basics Tools and Skillset for MLOps Part 1 (64.88 MB)
9 - Basics Tools and Skillset for MLOps Part2 (15.84 MB)
10 - Stage 1 Problem Definition (63.7 MB)
11 - Stage 2 Data Collection (72.04 MB)
12 - Data Collection Part 2 (64.56 MB)
13 - Stage 3 Data Preprocessing (60.18 MB)
14 - Stage 4 Metrics Definition (93.99 MB)
15 - Stage 5 Data Exploration and Analysis (72.72 MB)
16 - Stage 6 Feature Extraction and Engineering (78.54 MB)