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Tag: Analytics

2020 AI Trends in Banking
Data Science / Machine Learning

2020 AI Trends in Banking

Vikas Sawantby Vikas SawantApril 7, 2020April 14, 2020

Trend #1: AI in Banking Trends in Banking in 2020 and AI since the COVID-19 lockdown:  The concepts of money and transactions have seen it all! …

What is Model Drift?
Data Science

What is Model Drift?

Terence Shinby Terence ShinMarch 18, 2020April 16, 2020

“Change is the only constant in life.” This quote was by a Greek philosopher named Heraclitus, and it’s such an interesting quote because it’s unironically …

How to Evaluate Your Machine Learning Models with Python Code!
Machine Learning

How to Evaluate Your Machine Learning Models with Python Code!

Terence Shinby Terence ShinJanuary 26, 2020March 26, 2020

Use these methods to ensure that you’ve created a good machine learning model with python code. You’ve finally built your machine learning model to predict …

An Extensive Step by Step Guide to Exploratory Data Analysis
Data Science

An Extensive Step by Step Guide to Exploratory Data Analysis

Terence Shinby Terence ShinJanuary 11, 2020March 26, 2020

My personal guide to performing Exploratory Data Analysis for any dataset What is Exploratory Data Analysis? Exploratory Data Analysis (EDA), also known as Data Exploration, …

Data Science & Analytics (DSA) — The Need for Productivity Tools
Data Science / Datatron Platform / Machine Learning

Data Science & Analytics (DSA) — The Need for Productivity Tools

Harish Doddiby Harish DoddiDecember 17, 2017April 23, 2020

In my last post on Data Science — the new era, I have described how traditional data science is undergoing a change in the Enterprise. In this post, …

Don’t Let Your Dirty Data Get You Down
Data Science

Don’t Let Your Dirty Data Get You Down

Lalit Sirsikarby Lalit SirsikarAugust 28, 2017March 26, 2020

“Dirty data” is a slang term for raw data, such as data that differ in format, resulting in duplicates, includes special characters or HTML tags, …

Riding the Next Big Trend in Big Data
Data Science

Riding the Next Big Trend in Big Data

Lalit Sirsikarby Lalit SirsikarAugust 18, 2017April 21, 2020

Harnessing the tactical insight of real-time data streams is the next big data trend on the horizon, and enterprises are gearing up to hop on …

Liberate Your Data Scientist from Management Overload
Data Science / Datatron Platform / Machine Learning

Liberate Your Data Scientist from Management Overload

Lalit Sirsikarby Lalit SirsikarAugust 18, 2017April 23, 2020

The proliferation of analytics databases throughout the enterprise has required an increasing level of effort to develop data management practices. Skilled data scientists and analysts …

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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