Machine Learning with AutoML and Vertex AI: Build and Deploy No-Code ML Models on Google Cloud
Unleash the power of effortless AI mastery with Machine Learning with AutoML and Vertex AI, your dynamic gateway to crafting sophisticated no-code ML models on Google Cloud that propel you from novice curiosity to professional prowess! Ideal for aspiring innovators or seasoned tech enthusiasts seeking streamlined efficiency, this immersive guide thrusts you into hands-on adventures where you'll build predictive systems without writing a single line of complex code. Picture uploading your datasets to the cloud, letting AutoML intelligently optimize algorithms for tabular forecasts, image classifications, text insights, or video analyses—all while Vertex AI seamlessly orchestrates data prep, training, deployment, and monitoring in one unified hub.
Launch with GCP essentials: navigate the console, manage budgets with free credits, and spin up your first workbench instance. Dive into data wizardry with Cloud Storage and BigQuery for cleaning and labeling, then conquer AutoML across domains—predict sales trends from spreadsheets, detect objects in photos, extract sentiments from reviews, or recognize actions in clips through guided labs that spark immediate results. Elevate to custom tweaks with TensorFlow or PyTorch, deploy models for real-time predictions, and automate workflows with pipelines that scale to enterprise demands. Infused with ethical AI strategies, MLOps for reliability, troubleshooting tips, and a capstone project blending multiple models for e-commerce recommendations, this book equips you with a portfolio-ready arsenal to tackle real-world challenges in retail, healthcare, finance, and beyond.
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Launch with GCP essentials: navigate the console, manage budgets with free credits, and spin up your first workbench instance. Dive into data wizardry with Cloud Storage and BigQuery for cleaning and labeling, then conquer AutoML across domains—predict sales trends from spreadsheets, detect objects in photos, extract sentiments from reviews, or recognize actions in clips through guided labs that spark immediate results. Elevate to custom tweaks with TensorFlow or PyTorch, deploy models for real-time predictions, and automate workflows with pipelines that scale to enterprise demands. Infused with ethical AI strategies, MLOps for reliability, troubleshooting tips, and a capstone project blending multiple models for e-commerce recommendations, this book equips you with a portfolio-ready arsenal to tackle real-world challenges in retail, healthcare, finance, and beyond.
Machine Learning with AutoML and Vertex AI: Build and Deploy No-Code ML Models on Google Cloud
Unleash the power of effortless AI mastery with Machine Learning with AutoML and Vertex AI, your dynamic gateway to crafting sophisticated no-code ML models on Google Cloud that propel you from novice curiosity to professional prowess! Ideal for aspiring innovators or seasoned tech enthusiasts seeking streamlined efficiency, this immersive guide thrusts you into hands-on adventures where you'll build predictive systems without writing a single line of complex code. Picture uploading your datasets to the cloud, letting AutoML intelligently optimize algorithms for tabular forecasts, image classifications, text insights, or video analyses—all while Vertex AI seamlessly orchestrates data prep, training, deployment, and monitoring in one unified hub.
Launch with GCP essentials: navigate the console, manage budgets with free credits, and spin up your first workbench instance. Dive into data wizardry with Cloud Storage and BigQuery for cleaning and labeling, then conquer AutoML across domains—predict sales trends from spreadsheets, detect objects in photos, extract sentiments from reviews, or recognize actions in clips through guided labs that spark immediate results. Elevate to custom tweaks with TensorFlow or PyTorch, deploy models for real-time predictions, and automate workflows with pipelines that scale to enterprise demands. Infused with ethical AI strategies, MLOps for reliability, troubleshooting tips, and a capstone project blending multiple models for e-commerce recommendations, this book equips you with a portfolio-ready arsenal to tackle real-world challenges in retail, healthcare, finance, and beyond.
Launch with GCP essentials: navigate the console, manage budgets with free credits, and spin up your first workbench instance. Dive into data wizardry with Cloud Storage and BigQuery for cleaning and labeling, then conquer AutoML across domains—predict sales trends from spreadsheets, detect objects in photos, extract sentiments from reviews, or recognize actions in clips through guided labs that spark immediate results. Elevate to custom tweaks with TensorFlow or PyTorch, deploy models for real-time predictions, and automate workflows with pipelines that scale to enterprise demands. Infused with ethical AI strategies, MLOps for reliability, troubleshooting tips, and a capstone project blending multiple models for e-commerce recommendations, this book equips you with a portfolio-ready arsenal to tackle real-world challenges in retail, healthcare, finance, and beyond.
15.11
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Machine Learning with AutoML and Vertex AI: Build and Deploy No-Code ML Models on Google Cloud
246
Machine Learning with AutoML and Vertex AI: Build and Deploy No-Code ML Models on Google Cloud
246
15.11
In Stock
Product Details
| ISBN-13: | 9788469559505 |
|---|---|
| Publisher: | Kirstin Hahn |
| Publication date: | 10/17/2025 |
| Pages: | 246 |
| Product dimensions: | 6.00(w) x 9.00(h) x 0.52(d) |
About the Author
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