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Category: Data Science

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 …

A Good Data Scientist is a Good Engineer First
Artificial Intelligence / Data Science / Machine Learning

A Good Data Scientist is a Good Engineer First

Sohit M.by Sohit M.December 1, 2020December 1, 2020

So you’ve gotten a good degree in data science and you know all about statistics and mathematics. But finding a job is still very difficult …

Best Monitoring Practices for Data Science Models
Artificial Intelligence / Data Science / Machine Learning

Best Monitoring Practices for Data Science Models

Sohit M.by Sohit M.November 30, 2020November 30, 2020

So you’ve got your data science model up and running. You’ve done everything right to get here and you’re super excited about your model. Your …

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 …

A Thorough Explanation of the Naive Bayes Classifier
Data Science

A Thorough Explanation of the Naive Bayes Classifier

Terence Shinby Terence ShinJune 2, 2020May 24, 2020

Naive Bayes. What may seem like a very confusing algorithm is actually one of the simplest algorithms once understood. Part of why it’s so simple …

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 …

How Artificial Intelligence is Transforming Business
Artificial Intelligence / Data Science / Machine Learning

How Artificial Intelligence is Transforming Business

Terence Shinby Terence ShinMay 25, 2020May 27, 2020

A Deeper Look into the Fourth Industrial Revolution Industrial revolutions only happen once in a blue moon, and yet, we find ourselves in the process …

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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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