2 - Course Overview (18.05 MB)
10 - Billing Tour DEMO (35.28 MB)
11 - Setting a Budget Alert DEMO (20.4 MB)
12 - Google Cloud Storage Options (30.89 MB)
13 - Cloud Storage Overview (137.03 MB)
14 - Cloud Storage DEMO (117.16 MB)
3 - Overview of Google Cloud Section (8.44 MB)
4 - What is Cloud A Cloud Computing Overview (69.79 MB)
5 - GCP Network Infrastructure (80.73 MB)
6 - GCP Network Connections (153.9 MB)
7 - Why Choose GCP (75.05 MB)
8 - Google Cloud Account SetUp (50.12 MB)
9 - Billing and Budgets (26.77 MB)
15 - Introduction to Kubernetes Section (8.28 MB)
16 - Kubernetes Basics Overview (42.92 MB)
17 - Understanding Containers (47.1 MB)
18 - Understanding Nodes and Control Plane (22.8 MB)
19 - Understanding Kubernetes API (35.1 MB)
20 - Container Images (35.85 MB)
21 - Cloud Build DEMO (90.46 MB)
22 - Google Kubernetes Engine GKE (24.92 MB)
23 - Kubernetes Architecture (72.23 MB)
24 - GKE via GUI DEMO (44.36 MB)
25 - Kubectl (30.99 MB)
26 - GKE via Command Line DEMO (121.83 MB)
27 - Kubernetes Deployments (44.17 MB)
28 - Kubernetes Deployment Updates (17.32 MB)
29 - Kubernetes Deployment Strategies (52.8 MB)
30 - Kubernetes Deployment DEMO (41.77 MB)
31 - Kubernetes Pod Networking (30.35 MB)
32 - Kubernetes Storage with Volumes (44.22 MB)
33 - Volume Storage DEMO (44.97 MB)
34 - Introduction to Machine Learning Fundamentals (11.86 MB)
35 - Machine Learning Pathway (42.14 MB)
36 - Why Machine Learning (46.86 MB)
37 - Types of Machine Learning Algorithms (40.74 MB)
38 - Supervised Learning Process (74.81 MB)
39 - AI vs ML (31.03 MB)
40 - AI and ML on Google Cloud (52.63 MB)
41 - Vertex AI Overview (35.66 MB)
42 - Vertex AI Workbench Notebooks in the Cloud (59.05 MB)
43 - Kubeflow Section Overview (37.82 MB)
44 - Vertex AI Pipelines (86.09 MB)
45 - Vertex AI Pipelines and SDKs (31.55 MB)
46 - AI Pipeline via Notebook DEMO (121.05 MB)
47 - Kubeflow Overview (33.64 MB)
48 - Kubeflow DSL (41.41 MB)
49 - Kubeflow PreBuilt Components (24.59 MB)
50 - Kubeflow Python Components (33.21 MB)
51 - Kubeflow Custom Components (35.01 MB)
52 - Kubeflow Compilation (31.26 MB)