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Aman Tanwar

Member since 2021

Silver League

1525 points
圖像生成簡介 Earned Oct 6, 2024 EDT
在 Cloud Data Fusion 建構免程式碼管道 Earned Mar 18, 2022 EDT
Exploring and Preparing your Data with BigQuery Earned Dec 10, 2021 EST
[DEPRECATED] Google Cloud Big Data and Machine Learning Fundamentals Earned Dec 9, 2021 EST

本課程將介紹擴散模型,這是一種機器學習模型,近期在圖像生成領域展現亮眼潛力。概念源自物理學,尤其深受熱力學影響。過去幾年來,在學術界和業界都是炙手可熱的焦點。在 Google Cloud 中,擴散模型是許多先進圖像生成模型和工具的基礎。課程將介紹擴散模型背後的理論,並說明如何在 Vertex AI 上訓練和部署這些模型。

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本課程提供 Cloud Data Fusion 的實作練習。這是一款雲端原生、 無程式碼的資料整合平台。ETL 開發人員、資料工程師和分析師 可運用預先建立的轉換和連接器, 輕鬆建構及部署管道,不必擔心編寫程式碼。本課程會以快速入門實驗室拉開序幕, 讓學員熟悉 Cloud Data Fusion UI,接著嘗試執行批次和即時管道, 以及使用內建 Wrangler 外掛程式, 對資料執行有趣的轉換。

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In this course, we see what the common challenges faced by data analysts are and how to solve them with the big data tools on Google Cloud. You’ll pick up some SQL along the way and become very familiar with using BigQuery and Dataprep to analyze and transform your datasets. This is the first course of the From Data to Insights with Google Cloud series. After completing this course, enroll in the Creating New BigQuery Datasets and Visualizing Insights course.

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This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and benefits of building a big data pipeline and machine learning models with Vertex AI on Google Cloud.

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