Bagikan di Feed LinkedIn Twitter Facebook

Google Cloud Skills Boost
Your Learning progress might get lost. Sign in or Join to save your progress.
close

Introduction to Vertex Forecasting and Time Series in Practice

Course navigate_next Ringkasan

Introduction to Vertex Forecasting and Time Series in Practice

magic_button Machine Learning Models Machine Learning Model Training Machine Learning Pipeline
These skills were generated by A.I. Do you agree this course teaches these skills?
24 jam Menengah universal_currency_alt 11 Kredit

This course is an introduction to building forecasting solutions with Google Cloud. You start with sequence models and time series foundations. You then walk through an end-to-end workflow: from data preparation to model development and deployment with Vertex AI. Finally, you learn the lessons and tips from a retail use case and apply the knowledge by building your own forecasting models.

Selesaikan aktivitas ini dan dapatkan badge! Tingkatkan karier cloud Anda dengan menunjukkan keahlian yang telah Anda kembangkan kepada dunia.

Badge untuk Introduction to Vertex Forecasting and Time Series in Practice
info
Info Kursus
Tujuan
  • Understand the key concepts and the applications of a sequence model, time series, and forecasting.
  • Identify the options to develop a forecasting model on Google Cloud.
  • Describe the workflow to develop a forecasting model by using Vertex AI.
  • Prepare data (including ingestion and feature engineering) by using BigQuery and Vertex managed datasets.
  • Train a forecasting model and evaluate the performance by using AutoML.
  • Deploy and monitor a forecasting model by using Vertex AI Pipelines.
  • Build a forecasting solution from end-to-end using a retail dataset.
Prasyarat
Having one or more of the following: - Basic knowledge of Python syntax - Basic understanding of machine learning models - Prior experience building machine learning solutions on Google Cloud
Audiens
Professional data analysts, data scientists, and ML engineers who want to build end-to-end high performance forecasting solutions on Google Cloud and add automation to the workflow.
Bahasa yang tersedia
English
Apa yang harus saya lakukan jika sudah menyelesaikan kursus ini?
Setelah menyelesaikan kursus ini, Anda dapat menjelajahi konten tambahan di jalur pembelajaran Anda atau mengakses katalog pembelajaran.
Badge apa yang bisa saya dapatkan?
Setelah menyelesaikan kursus, Anda akan mendapatkan badge kelulusan. Badge dapat dilihat di profil dan dibagikan di jaringan sosial Anda.
Tertarik mengikuti kursus ini dengan salah satu partner on-demand kami?
Jelajahi konten Google Cloud di Coursera dan Pluralsight.
Lebih suka belajar dengan instruktur?
Lihat jadwal kelas
Pratinjau