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Category: Datatron Platform

Artificial Intelligence / Data Science / Datatron Platform / Machine Learning

What is Model Bias in Machine Learning?

Sohit M.by Sohit M.January 21, 2021January 21, 2021

Model bias is the overall match between the choice of our model and the training dataset. In machine learning, we used different kinds of models …

Artificial Intelligence / Data Science / Datatron Platform / Machine Learning

What is ML Ops?

kurtispykesby kurtispykesJanuary 14, 2021January 14, 2021

Understanding Machine Learning as an Engineering Discipline Finally! The company you’ve been working for, for the past 8 years has heeded your cries to invest …

Artificial Intelligence / Data Science / Datatron Platform / Machine Learning

Building Trust and Transparency into Machine Learning Models

William McKnightby William McKnightJanuary 12, 2021January 12, 2021

Machine learning (ML) is actively changing the enterprise landscape. The adoption of machine learning is efficiently helping to develop every “what if” enterprise scenario, modeling …

Artificial Intelligence / Data Science / Datatron Platform / Machine Learning

Demystifying Model Governance

kurtispykesby kurtispykesDecember 3, 2020December 3, 2020

An Essential Requirement for Businesses Leveraging Machine Learning In Production What Is Model Governance?  There are many issues that are brought about as a result …

Importance of Infrastructure in Data Science
Artificial Intelligence / Data Science / Datatron Platform / Machine Learning

Importance of Infrastructure in Data Science

Sohit M.by Sohit M.October 26, 2020October 26, 2020

Whenever we talk about data science, we always focus on the model and its performance. But let’s not forget that the ‘best data science comes …

Artificial Intelligence / Data Science / Datatron Platform / Machine Learning

Specializations and Opportunities in Healthcare Data Science

Sohit M.by Sohit M.September 10, 2020September 10, 2020

The applications of data science and software engineering in Healthcare are vast. From applying Bayesian Statistics in modeling the human genome to predicting breast cancer …

Artificial Intelligence / Data Science / Datatron Platform / Machine Learning

How Top Tech Firms Use Machine Learning and AI in Their Workplace

Sohit M.by Sohit M.September 2, 2020September 2, 2020

The applications of Machine Learning and AI are vast. Their capability to automate workflows and make intelligent decisions makes them a priority for fast-growing teams …

Version Control for ML Models
Data Science / Datatron Platform / Machine Learning

Version Control for ML Models

Vikas Sawantby Vikas SawantMay 27, 2020May 27, 2020

With Code, Algorithms, and Training Data Sets What is Version Control? Version Control Systems are a classification of programming instruments that help a product team …

As the Need for Machine Learning Grows, So Does MLOps
Data Science / Datatron Platform / Machine Learning

As the Need for Machine Learning Grows, So Does MLOps

Terence Shinby Terence ShinMay 18, 2020May 21, 2020

A Beginner’s Guide to MLOps and the Importance of It Some people say that ‘Data Science’, ‘Machine Learning’, and ‘Artificial Intelligence’ are nothing more than …

A Walkthrough of the Machine Learning Life Cycle
Data Science / Datatron Platform / Machine Learning

A Walkthrough of the Machine Learning Life Cycle

Terence Shinby Terence ShinApril 21, 2020April 30, 2020

Do you have a project idea but you don’t know where to start? Or maybe you have a dataset and want to build a machine …

How to Explain Model Bias to Regulators
Data Science / Datatron Platform / Machine Learning

How to Explain Model Bias to Regulators

Vikas Sawantby Vikas SawantMarch 25, 2020April 16, 2020

What models are we talking about? Have you ever wondered how Netflix recommends movies suited to your taste? Ever thought about how self-driven cars have …

What Is Statistical Bias and Why Is It So Important in Data Science?
Data Science / Datatron Platform

What Is Statistical Bias and Why Is It So Important in Data Science?

Terence Shinby Terence ShinFebruary 18, 2020April 23, 2020

Statistical Bias is an essential concept to create accurate machine learning models Imagine this. You’re running for president and you want to be the voice …

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Recent Posts

  • What is Model Bias in Machine Learning?
  • What is ML Ops?
  • Building Trust and Transparency into Machine Learning Models
  • Demystifying Model Governance
  • A Good Data Scientist is a Good Engineer First

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About Datatron

Datatron provides a single model governance platform for all of your ML, AI, and Data Science models in production. We are entirely Vendor and Framework agnostic, including, SAS, H2O, Python, R, Scikit-Learn, TensorFlow, and more. Our offerings include Model Deployment, Model Monitoring, Model Transparency, and many more features automated to make AI model management easy.

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