Thought Leadership

How Will Automation Tools Change Data Science?

Data science is now a major area of technology investment, given its impact on:

  1. customer experience,
  2. revenue,
  3. operations,
  4. supply chain,
  5. risk management, and
  6. multiple other business functions.

Data science enables a data-centric decision-making process for organizations.  It is accelerating digital transformation and AI initiatives.  According to Gartner, Inc. only 4 percent of CIOs have implemented AI, and only 46 percent have plans to do so.
While investments continue to grow, many enterprises find it increasingly challenging to implement and accelerate data science practices.  This article provides an overview of recent trends in machine learning and data science automation tools.  It also  addresses how those tools will change data science.

Read the full article “How Will Automation Tools Change Data Science” on KDnuggets, featuring Dr. Ryohei Fujimaki, CEO and founder of dotData.

dotData

dotData Automated Feature Engineering powers our full-cycle data science automation platform to help enterprise organizations accelerate ML and AI projects and deliver more business value by automating the hardest part of the data science and AI process - feature engineering and operationalization. Learn more at dotdata.com, and join us on Twitter and LinkedIn.

Recent Posts

Beyond FICO: Five Critical Signals Your Credit Risk Assessment Model Is Missing

The lending landscape is experiencing significant turbulence, and the need for change is becoming increasingly…

1 week ago

Subprime Lending Analytics: Reimagined with AI

The world of subprime lending is at a crossroads. On one hand, it provides essential…

2 weeks ago

How to Pinpoint What Drives Early-Stage Delinquency Roll Rate

In the subprime lending and credit card industry, risk isn't just a metric; it's a…

4 weeks ago

Maximizing Your Online Business with Ecommerce Performance Analytics Tools

The digital shelves of ecommerce stores are in perpetual motion. Market trends shift, customer behaviors…

1 month ago

Databricks AI + Data Summit 2025 Recap

From AI Agents to the Lakehouse: The Future of Data Utilization Introduction: A New Era…

1 month ago

Snowflake Summit 2025 Recap: Building the Future of AI and Apps

Snowflake Summit 2025, held in San Francisco, brought together nearly 20,000 attendees from around the…

2 months ago