Data Pipeline on How & When https://hw.is-a.dev/tags/data-pipeline/ Recent content in Data Pipeline on How & When How & When https://hw.is-a.dev/profile.jpeg https://hw.is-a.dev/profile.jpeg Hugo -- 0.146.0 en-us Thu, 01 Aug 2024 00:00:00 +0000 Google Prepare Data for ML APIs on GCP https://hw.is-a.dev/certifications/google-prepare-data-for-ml-apis-on-gcp/ Thu, 01 Aug 2024 00:00:00 +0000 https://hw.is-a.dev/certifications/google-prepare-data-for-ml-apis-on-gcp/ Earning this certification validates foundational knowledge of preparing and processing data for Google Cloud's ML APIs, showcasing skills in data cleaning with Dataprep by Trifacta, creating and running data pipelines in Dataflow, managing clusters and executing Apache Spark jobs in Dataproc, and effectively calling upon ML APIs such as Cloud Natural Language, Cloud Speech-to-Text, and Video Intelligence. Certification URL

Certification details

What you will learn

  • Data Cleaning & Preparation: Master data cleaning and preparation techniques using Dataprep by Trifacta, essential for high-quality machine learning.
  • Data Pipeline Construction: Build and manage efficient data pipelines using Google Cloud Dataflow for seamless data processing.
  • Cloud-Based ML API Integration: Gain hands-on experience calling and utilizing various Google Cloud ML APIs, including Natural Language, Speech-to-Text, and Video Intelligence.

Why earn this certification

  • Real-World Data Wrangling Skills: Develop practical skills in preparing diverse datasets for use with machine learning models on Google Cloud.
  • Efficient Data Processing: Learn to build scalable and robust data pipelines for handling large datasets efficiently.
  • Unlock Cloud ML Capabilities: Master the use of Google Cloud’s powerful suite of ML APIs to extract insights from various data types.

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