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By Zachary Goldberg, Product Manager

Since the general availability launch of the Prediction API this year at Google I/O, we have been working hard to give every developer access to machine learning in the cloud to build smarter apps. We’ve also been working on adding new features, accuracy improvements, and feedback capability to the API. Today we take another step by announcing Prediction v1.4. With the launch of this version, Prediction is graduating from Google Code Labs, reflecting Google’s commitment to the API’s development and stability. Version 1.4 also includes two new features:
  • Data Anomaly Analysis
    • One of the hardest parts of building an accurate predictive model is gathering and curating a high quality data set. With Prediction v1.4, we are providing a feature to help you identify problems with your data that we notice during the training process. This feedback makes it easier to build accurate predictive models with proper data.
  • PMML Import
    • PMML has become the de facto industry standard for transmitting predictive models and model data between systems. As of v1.4, the Google Prediction API can programmatically accept your PMML for data transformations and preprocessing.
    • The PMML spec is vast and covers many, many features. You can find more details about the specific features that the Google Prediction API supports here.



We’re looking forward to seeing what you create with these new capabilities!

Feel free to find us and ask questions about these new features on our discussion group or submit feedback via our feedback form.


Zachary Goldberg is Product Manager for the Google Prediction API. He has a strange fascination with the Higgs Boson.

Posted by Scott Knaster, Editor
2013, By: Seo Master
Seo Master present to you: Author Photo
By Navneet Joneja, Product Manager for Google Cloud Storage

Google Storage for Developers is now out of Code Labs, and has a new name: Google Cloud Storage. In addition, we're also happy to announce some new features, and a significant price reduction.

App Engine File API Support

When we opened the service to all this summer, many of our customers asked for an easier way to use Google Cloud Storage with their App Engine applications. In response to your feedback, you can now read and write your data via the App Engine Files API, enabling you to quickly build your content management tools, data sharing applications, web games and more using the powerful combination of App Engine and Cloud Storage. This feature is experimental and currently Python-only, but we’re working on adding Java support and additional features.

Usage Information

We’re introducing a new API that gives you access to detailed usage information (including network access and storage use data). You can use this feature to analyze your usage, integrate with your analysis systems and build your own value-added applications using Google Cloud Storage. This feature is currently experimental.

Lower Prices

We're no longer charging for upload bandwidth into the Google cloud. In addition, we’re lowering our prices across the board and introducing volume discounts for our larger users. We are committed to offering an extremely high quality of service to all our customers. As the product has evolved, we’ve found ways to offer the same great service at a lower cost, so now our prices are lower too. For example, under our new prices, a customer storing a hundred terabytes of data, reading twenty terabytes and writing ten terabytes a month would pay approximately 40% less a month. The difference is even greater for customers with higher usage. Our new prices are retroactive to the beginning of October. Please see our updated pricing here.

As always, we welcome your feedback in our discussion group. If you haven’t yet tried Google Cloud Storage, you can sign up and get started here.


Navneet Joneja loves being at the forefront of the next generation of simple and reliable software infrastructure, the foundation on which next-generation technology is being built. When not working, he can usually be found dreaming up new ways to entertain his intensely curious one-year-old.

Posted by Scott Knaster, Editor
2013, By: Seo Master
Seo Master present to you:
Ketika saya blogwalking, saya menemukan blog yang ada Tombol kembali ke atas blog, yang ketika di klik kita akan di bawah ke halaman atas blog, tampaknya tombol kembali ke atas ini sangat berguna jika kita memiliki tulisan-tulisan yang panjang di setiap posting kita. Jadi akan lebih mudah bagi pengunjung dan pembaca blog untuk kembali header, karena ketika pembaca mengklik tombol akan segera dibawa ke halaman blog yang paling atas. Dan keuntungan lain adalah membuat blog kita terlihat profesional dan indah. Untuk cara pasangnya sangat mudah kok. Ingin tahu bagaimana cara menginstalnya? silakan ikuti petunjuk di bawah ini:

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Jika Anda ingin mengubah gambar-gambar lainnya sesuai dengan kriteria yang Anda hanya mengubah alamat pada kode gambar di bawah ini.
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Ok selamat mencoba, contohnya bisa anda lihat di bawah blog seo tutorial blogger ini.2013, By: Seo Master
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