dotDataPy
  • プロダクト
    • dotDataとは?
    • AutoML 2.0とは?
    • dotDataが選ばれる理由
    • dotData Enterprise
    • dotData Cloud
    • dotData Py
    • dotData Stream
  • ソリューション
    • 業界別
      • 銀行
      • 保険
      • 製造
      • 小売
      • 製薬
      • 通信
    • 役割別
      • BI & データアナリスト
      • データサイエンティスト
      • 経営層
      • IT&ソフトウェア
    • 価値別
      • 加速
      • 民主化
      • 拡張・強化
      • 業務適用
  • ニュース関連
    • プレスリリース
    • 掲載記事
  • 会社情報
    • 会社情報
    • お問い合わせ
    • 経営陣
  • ブログ
  • USAサイト
  • プロダクト
    • dotDataとは?
    • AutoML 2.0とは?
    • dotDataが選ばれる理由
    • dotData Enterprise
    • dotData Cloud
    • dotData Py
    • dotData Stream
  • ソリューション
    • 業界別
      • 銀行
      • 保険
      • 製造
      • 小売
      • 製薬
      • 通信
    • 役割別
      • BI & データアナリスト
      • データサイエンティスト
      • 経営層
      • IT&ソフトウェア
    • 価値別
      • 加速
      • 民主化
      • 拡張・強化
      • 業務適用
  • ニュース関連
    • プレスリリース
    • 掲載記事
  • 会社情報
    • 会社情報
    • お問い合わせ
    • 経営陣
  • ブログ
  • USAサイト
お問い合わせ

dotDataPy:
AutoML & Data Science Library for Python

banner-image

Overview

AutoML & Data Science Automation Library for Python

dotDataPy is a rich and scalable Python library that enables advanced users to access dotData’s data science automation functionality – including AI-powered feature engineering and automated machine learning – with just a few lines of Python code.

dotDataPy

dotDataPy Ecosystem
Simple Integration, Powerful Features

dotDataPy can be easily integrated with Jupyter notebooks and other Python development environments, enabling users to leverage the advanced Python ecosystem fully, including rich visualization like Matplotlib and Plotly, state-of-the-art machine learning/deep learning tools like scikit-learn, Spark MLlib, PyTorch, and TensorFlow, as well as flexible DataFrames like pandas and PySpark.

The AI-powered features can be easily plugged into customized ML algorithms, enabling advanced users to further refine their models and extract new business insights.

All the Power of dotData

dotDataPy is designed to provide all the power of our award-winning enterprise platform in a python library that is designed to fit within the workflow and environment preferred by most data scientists. You still benefit from the same intelligent feature engineering automation and machine learning automation technology in a package that fits in the workflow you love.

AI-Feature Engineering

The AutoML algorithm explores not only machine learning algorithms, but also feature preprocessing methods such as missing value imputation, outlier filtering, and standardization. In conjunction with AI-powered feature engineering, dotDataPy automates and streamlines the end-to-end data science process on a single environment as a one-stop-shop.

Highly Accuracy, Greater Transparency

dotDataPy’s automated machine learning conducts hundreds of trials to finely tune state-of-the-art machine learning algorithms (including proprietary ones) for the best accuracy in various optimization criteria. The fully-automated process frees up the time and resources of data scientists and gives them the freedom to produce high-quality machine learning models, thus enabling teams to execute more data science projects than ever before.

Data Science Automation Industry Solutions

Artificial Intelligence and Machine Learning can provide immense benefits to businesses across many industries. dotData’s products have been deployed in a multitude of use-cases across a broad spectrum of industries to help accelerate data science, improve performance and allow businesses to democratize AI and ML adoption.

Banking

Whether it’s mitigating fraud, modeling credit profiles, managing customer acquisition or implementing dozens of other use-cases, leverage dotData to help democratize and accelerate the process.

Learn More

Healthcare

From forecasting admissions patterns to identifying healthcare “hot spots,” dotData can help healthcare organizations to run more efficiently and provide the quality of service patients demand.

Learn More

Insurance

Managing cost is just one of the many reasons insurance companies are investing heavily in Artificial Intelligence and Machine Learning. dotData helps make the process fast, transparent and scalable.

Learn More

Fintech

Fintech companies rely on flexibility, speed of execution and technology to help drive adoption and customer satisfaction. Leverage dotData to help automate your processes and improve customer satisfaction.

Learn More

Manufacturing

Creating an efficient and speedy manufacturing process is the goal of all manufacturing companies. dotData helps you leverage the power of data science to accelerate processes and minimize waste.

Learn More

Retail

Whether it’s mapping customer acquisition patterns, modeling inventory churn or dozens of other use cases, dotData helps retailers automate the process of creating Machine Learning and Artificial Intelligence solutions.

Learn More

Marketing

Marketing has become as much science as it is art. Artificial Intelligence and Machine Learning can help create a scalable, repeatable and predictable marketing machine, and dotData can help you get there.

Learn More

AutoML 2.0 Demo

Experience the power, speed, and ease of use of our AI-powered data science automation platform.

Request a Demo

dotData Logo in white

Follow us on

About

  • プロダクト
    • dotDataとは?
    • AutoML 2.0とは?
    • dotDataが選ばれる理由
    • dotData Enterprise
    • dotData Cloud
    • dotData Py
    • dotData Stream
  • ソリューション
    • 業界別
      • 銀行
      • 保険
      • 製造
      • 小売
      • 製薬
      • 通信
    • 役割別
      • BI & データアナリスト
      • データサイエンティスト
      • 経営層
      • IT&ソフトウェア
    • 価値別
      • 加速
      • 民主化
      • 拡張・強化
      • 業務適用
  • ニュース関連
    • プレスリリース
    • 掲載記事
  • 会社情報
    • 会社情報
    • お問い合わせ
    • 経営陣
  • ブログ
  • USAサイト

News and Events

  • プロダクト
    • dotDataとは?
    • AutoML 2.0とは?
    • dotDataが選ばれる理由
    • dotData Enterprise
    • dotData Cloud
    • dotData Py
    • dotData Stream
  • ソリューション
    • 業界別
      • 銀行
      • 保険
      • 製造
      • 小売
      • 製薬
      • 通信
    • 役割別
      • BI & データアナリスト
      • データサイエンティスト
      • 経営層
      • IT&ソフトウェア
    • 価値別
      • 加速
      • 民主化
      • 拡張・強化
      • 業務適用
  • ニュース関連
    • プレスリリース
    • 掲載記事
  • 会社情報
    • 会社情報
    • お問い合わせ
    • 経営陣
  • ブログ
  • USAサイト

Resources

  • プロダクト
    • dotDataとは?
    • AutoML 2.0とは?
    • dotDataが選ばれる理由
    • dotData Enterprise
    • dotData Cloud
    • dotData Py
    • dotData Stream
  • ソリューション
    • 業界別
      • 銀行
      • 保険
      • 製造
      • 小売
      • 製薬
      • 通信
    • 役割別
      • BI & データアナリスト
      • データサイエンティスト
      • 経営層
      • IT&ソフトウェア
    • 価値別
      • 加速
      • 民主化
      • 拡張・強化
      • 業務適用
  • ニュース関連
    • プレスリリース
    • 掲載記事
  • 会社情報
    • 会社情報
    • お問い合わせ
    • 経営陣
  • ブログ
  • USAサイト

  • 会社概要
  • お問い合わせ
  • dotDataの経営陣