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Free Download Pluralsight - ML Pipelines on Google Cloud
Released 11/2024
By Google Cloud
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Advanced | Genre: eLearning | Language: English + subtitle | Duration: 2h 52m | Size: 383 MB
In this course, you will be learning from ML Engineers and Trainers who work with the state-of-the-art development of ML pipelines here at Google Cloud. The first few modules will cover about TensorFlow Extended (or TFX).
In this course, you will be learning from ML Engineers and Trainers who work with the state-of-the-art development of ML pipelines here at Google Cloud. The first few modules will cover about TensorFlow Extended (or TFX), which is Google's production machine learning platform based on TensorFlow for management of ML pipelines and metadata. You will learn about pipeline components and pipeline orchestration with TFX. You will also learn how you can automate your pipeline through continuous integration and continuous deployment, and how to manage ML metadata. Then we will change focus to discuss how we can automate and reuse ML pipelines across multiple ML frameworks such as tensorflow, pytorch, scikit learn, and xgboost. You will also learn how to use another tool on Google Cloud, Cloud Composer, to orchestrate your continuous training pipelines. And finally, we will go over how to use MLflow for managing the complete machine learning life cycle.
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Код:
https://www.pluralsight.com/courses/ml-pipelines-google-cloud
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rocurement involves the entire strategic process of identifying needs, sourcing, negotiating, and managing suppliers.Purchasing is more transactional, focusing on the ordering, receiving, and payment stages of buying.Effective procurement aligns with a company's overall goals, supports efficient supply chain management, and contributes to profitability by minimizing costs, ensuring quality, and fostering sustainable supplier partnerships.Learning procurement involves understanding a mix of concepts, practical skills, and tools that enable effective purchasing and supplier management. Here are some steps and resources to help you get started in procurement:1. Understand the Basics of ProcurementLearn Key Terms and Concepts: Familiarize yourself with basic procurement terminology like sourcing, contract management, supplier relationship management, and purchase order processing.Read Books and Articles: Look for beginner-friendly books like "Procurement and Supply Chain Management" by Kenneth Lysons and Brian Farrington or "Fundamentals of Supply Chain Management" by John T. Mentzer.2. Take Online Courses and CertificationsFree and Paid Online Courses: Many websites offer procurement courses
