Ref: 使用 TFX、Kubeflow 流水线和 Cloud Build 的 MLOps 的架构

What will you be doing?  

You will be working across the GCP platform developing Machine Learning algorithms using Computer Vision and AutoML for a number of GreenField projects.

You will be engaging with key stakeholders to make strategic decisions using the ML model

We need you to have: 

You will have experience working with BigQuery, DataFlow, AutoML & TensorFlow

• Strong programming background
• Worked with BigQuery, DataFlow AutoML & TensorFlow
• Strong understanding of Data Science
• Strong stakeholder management with the ability to speak from a data-driven perspective to deliver data strategy

Nice to Have:

• GCP Certifications
• Programming with Java & Python
• Previous ML role in retail
• Self Starter

开始学习

Documentation: https://cloud.google.com/vision/docs/...

Python Script https://learndataanalysis.org/google-...

Part 1: Introduction and Overview https://youtu.be/xKvffLRSyPk

Part 2: Configuration and Setup https://youtu.be/wfyDiLMGqDM

Part 3: Detect and Extract Text (Image) https://youtu.be/zOKz0e8flTw

Part 4: Detect and Extract Text (Handwriting) https://youtu.be/3cM8zY_dwdw

Part 5: Detect Text in Files (PDF/TIFF) https://youtu.be/HMaoUdJQEgY

Part 6: Detect Crop Hints https://youtu.be/H-kDftkPVD4

Part 7: Detect Faces https://youtu.be/xjanWxVdpko

Part 8: Image Properties Detection https://youtu.be/G1k7dr8S3TY

Part 9: Labels Detection https://youtu.be/p-Z-jd3kGFg

Part 10: Detect Famous Landmarks https://youtu.be/pHSbTEWoDWw

Part 11: Detect Logos https://youtu.be/VWnJgc90BAo

Part 12: Objects Detection https://youtu.be/nyTiWOZYHfE

Part 13: Detect Explicit Content (Safe Search Feature) https://youtu.be/w6GtHaT6EqA

Part 14: Detect Web Entities and Pages https://youtu.be/s2pin2XAx4M

Draw Object Borders Using Pillow Python Library https://youtu.be/tvUy8YQxRTQ Visit my website https://LearnDataAnalysis.org

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