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Google Vertex AI
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- 2. Topics to becovered: • Introduction to Vertex AI • Managing Datasets • Building and training ML • Explainable AI • Deployment Vertex AI
- 3. Introduction to VertexAI Vertex AI Vertex AI is a managed ML platform for practitioners to accelerate experiments and deploy AI models.
- 4. Introduction to VertexAI Vertex AI
- 5. Introduction to VertexAI • INGEST • ANALYZE • TRANSFORM • TRAIN • MODEL • EVALUATE • DEPLOY • PREDICT Vertex AI Managed Datasets Label Annotate Auto ML Custom Explainable AI Scalable H/w CLI,UI,SDK
- 6. Managing Datasets Vertex AI DataModel Datasets Classification Object Detection Segmentation Classification Action Recognition Object Tracking Classification Entity Extraction Sentiment Analysis Classification Regression Forecasting
- 7. Building and trainingML Vertex AI Auto ML Basic Limited Small Quick,Poc Custom Specific Advanced Large Improve + Mixed Use Cases Requirements Team Expertise Time Size Prototype
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- 12. Vertex AI Thank You! GetStarted https://cloud.google.com/vertex-ai Vikas Bisoi Data Science Aspirant ML India community member https://www.linkedin.com/in/vikas-bisoi-79195417a/ Siddhesh Kadam ML India community member TFU Group Mumbai GDC-Cloud Mumbai https://www.linkedin.com/in/siddhesh-kadam-5366bb1a7/