Vertex AI

Vertex AI is a fully-managed, unified AI development platform for building and using generative AI with Vertex AI Studio, Agent Builder, and foundation modes.

Vertex AI, supported by Google, is the creation of a crew that is hell-bent on making machine learning available, scalable, and plain awesome. Ready to check it out? Let's take off into the nitty-gritty.

What Does Vertex AI Do

Vertex AI is a fully-managed, unified AI development platform for building and using generative AI. Access and utilize Vertex AI StudioAgent Builder, and 160+ foundation models. From preparing data to training models and putting them into practice in the outside world, this platform is your friend. It's like letting JARVIS do all the work for you—streaming it all into one, smooth interface. You can whip up your own bespoke models if you're a coding whiz, or stick with AutoML to let the platform get its hands dirty on your behalf. Batch and streaming data alike are no issue for it, scaling your projects with ease. And with debugging and monitoring built in, you'll always see how your models are doing. It's easy machine learning but strong enough to impress the masters.

In addition to this, according to the official website, Vertex AI also provides a series of possibilities regarding model training and deployment:

Generative AI enables you with large-scale generative AI models like Gemini 2.0 Flash so that you can try out, adjust, and deploy them for your usage in your AI-based applications.

Model Garden allows you to experiment, prototype, set up, and deploy Vertex AI and select from some open-source (OSS) models and assets.

Custom training gives you complete control over the training process, such as using your preferred ML framework, writing your own training code, and choosing hyperparameter tuning options.

Vertex AI History

Vertex AI was released in 2021 as an attempt to roll their machine learning products into one streamlined package. Picture it as the iteration of its older versions like AI Platform, imbued with Google's newer and better technology. It went through steady improvement ever since—AutoML became intelligent, integration with Google services improved, and scalability skyrocketed. By 2024, it had come to be among the cornerstones of Google Cloud's AI environment, with its development team tweaking aspects to adapt to the continually changing face of AI. It's a pedigree platform, built from years of Google AI expertise. Summary

The Vertex AI Platform review is a discovery one—a tool that's half brains, half muscle—made for anyone who will take the leap to tap machine learning without the usual chaos. It's got a beautiful interface, burnability in scalability, and AutoML and other features that set it apart. Sure, it's not cheap, and there's a learning curve, but for businesses or developers serious about AI, it's every penny worth.

Pros Cons Unique Features Pricing Social Media
  • ✔️ AutoML Awesomeness: Train models with zero coding—perfect for non-geniuses like me who still want results.
  • ✔️ End-to-End Workflow: From data to deployment, it’s all in one place. No more juggling tools.
  • ✔️ Streaming Data Support: Real-time processing? Check. Batch jobs? Double-check.
  • ✔️ Monitoring Muscle: Monitor your models with great debugging and performance monitoring.
  • ❌ Not Free: Flexible pricing is great, but it's still a cost to account for.
  • ❌ Learning Curve: Beginners might take some time to understand its full capability.
  • ❌ Code-Heavy Options: Custom models demand some tech know-how, which could intimidate beginners.
  • ❌ It’s a balanced package—tons of upside, but you’ll need to weigh the investment and skill level required.
  • 0.46 ~

The product (Vertex AI) starts at 0.46 USD.