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Mlops January 2025 Batch By Sidharth@7AM
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Mlops_21-1-2025 (49:06)
Mlops_22-1-2025 (53:12)
Mlops_23-1-2025 (45:16)
Tools Installation_27-1-2025 (46:53)
Tools installation 2_28-1-2025 (47:57)
Mlops_29-1-2025 (87:12)
Using Pandas for ML_30-1-2025 (50:44)
Using Linear Regression Alogrithm P1_31-1-2025 (54:18)
Using Linear Regression Alogrithm P2_1-2-2025 (52:47)
Using Pickle_3-2-2025 (53:35)
Using Python Functions - Flask_4-2-2025 (53:35)
Using Jenkins for CI_5-2-2025 (49:15)
Using AWS CLI_6-2-2025 (51:52)
Using Jenkins for Model Upload_7-2-2025 (50:48)
Using Jenkins for Model Upload 2_8-2-2025 (52:06)
Using Dockers P1_10-2-2025 (49:11)
Using Dockers P2_11-2-2025 (50:21)
Using Dockers P3_12-2-2025 (51:21)
Using Jenkins for Docker Builds_13-2-2025 (55:23)
Using Jenkins for Docker Build P2_14-2-2025 (51:33)
Using AWS ECR_17-2-2025 (54:20)
Doubts Clearing Session_18-2-2025 (48:03)
Kubernetes Overview_19-2-2025 (48:32)
Kubernetes Installations_20-2-2025 (48:45)
Kubernetes Deployments_21-2-2025 (48:42)
CD with Jenkins_24-2-2025 (49:53)
Kubeflow Introduction_25-2-2025 (51:47)
Kubeflow Pipeline Installations_26-2-2025 (47:35)
KFP Simple Pipeline_27-2-2025 (55:25)
KFP Pipeline Overview_28-2-2025 (52:23)
KFP Pipelines P1_3-3-2025 (51:51)
KFP Pipelines with AWS S3_4-3-2025 (55:40)
KFP Pipeline CLIENTS_5-3-2025 (53:56)
KFP Pipelines Client P2_6-3-2025 (53:28)
KFP Piplelines with Jenkins P1_7-3-2025 (50:31)
KPF Pipelines with Jenkins P2_10-3-2025 (51:46)
Prometheus and Grafana_11-3-2025 (50:10)
Introduction to MLFlow_12-3-2025 (49:27)
Using MLFLow P1_13-3-2025 (35:56)
Using MLFlow P2_14-3-2025 (47:12)
Using Jenkins and MLFLow P1_17-3-2025 (46:27)
Using Jenkins and MLFLow P2_18-3-2025 (57:52)
Inference Service - KServe_19-3-2025 (47:36)
Inference Service - KServe and MLFlow_20-3-2025 (49:50)
MLOPS on AWS Cloud_21-3-2025 (50:32)
Deploy Model to Azure AKS_24-3-2025 (49:33)
Teach online with
Doubts Clearing Session_18-2-2025
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