Udemy - Foundations of Cloud AI - Understanding Modern AI Platfor...

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Cloud-Native Foundations for AI
• 1 - 12-Factor Principles.mp4 (119.6 MB)
• 2 - Containers & Image Packaging (Docker Essentials).mp4 (49.0 MB)
• 3 - From Docker Compose to Kubernetes.mp4 (51.2 MB)
• 4 - Kubernetes Core Objects (Pods, Deployments, Services).mp4 (11.1 MB)
• 5 - Infrastructure as Code with Terraform (Foundations).mp4 (21.6 MB)
• 6 - CICD for Cloud-Native Apps.mp4 (56.1 MB)
2 - AI & Foundation Model Fundamentals
• 1 - Introduction to Generative AI Systems.mp4 (70.1 MB)
• 2 - Inside Large Language Models (LLMs).mp4 (59.2 MB)
• 3 - The Strengths and Limitations of LLMs.mp4 (61.2 MB)
• 4 - Families of Modern Language Models.mp4 (44.8 MB)
• 5 - How Foundation Models Are Built and Trained.mp4 (31.0 MB)
• 6 - How Foundation models Work.mp4 (40.5 MB)
3 - Multi-Cloud AI Fast Start (AWS Azure GCP)
• 1 - Getting Started with Vertex AI (GCP).mp4 (47.7 MB)
• 2 - Exploring Azure AI Foundry and Studio.mp4 (35.5 MB)
• 3 - Introduction to Amazon Bedrock & SageMaker.mp4 (16.8 MB)
• 4 - Cost, Security, and Governance for AI Systems.mp4 (15.5 MB)
4 - Data & ML Foundations on Cloud
• 1 - Object Storage Patterns (S3, Blob, GCS).mp4 (12.2 MB)
• 2 - ETLELT Pipelines (Glue, Data Factory, Dataflow).mp4 (12.2 MB)
• 3 - Warehousing Fundamentals (BigQuery, Redshift, Synapse).mp4 (10.4 MB)
5 - TensorFlow & Model Serving Foundations
• 1 - Keras Model Building (Sequential & Functional).mp4 (15.6 MB)
• 2 - Training, Evaluation, and Checkpointing.mp4 (20.4 MB)
• Bonus Resources.txt (0.1 KB)