Homepage
Open in app
Sign in
Get started
Datatron
Automate the standardized deployment, monitoring, governance, and validation of all your models to be developed in any environment.
Machine Learning
Data Science
Visit blog.datatron.com
Follow
Version Control for ML Models
Version Control for ML Models
With Code, Algorithms, and Training Data Sets
Datatron
May 27, 2020
A Beginner-Friendly Explanation of Neural Networks
A Beginner-Friendly Explanation of Neural Networks
The fundamentals of a neural network in a manner that is digestible for anyone, especially those that are new to machine learning.
Datatron
May 20, 2020
How Gender Bias Led to the Scrutiny of the Apple Card
How Gender Bias Led to the Scrutiny of the Apple Card
Imagine a world where credit cards have no hidden fees, no ridiculous interest rates, and also encourage you to develop healthy spending…
Datatron
May 12, 2020
As the Need for Machine Learning Grows, So Does MLOps — Datatron
As the Need for Machine Learning Grows, So Does MLOps — Datatron
The goal of MLOps is to increase automation and improve the quality of ML production while meeting business and regulatory requirements.
Datatron
May 12, 2020
Real-life Examples of Discriminating Artificial Intelligence
Real-life Examples of Discriminating Artificial Intelligence
The truth is that AI is starting a technological revolution, and while AI has yet to take over the world, there’s a more pressing concern…
Datatron
Apr 28, 2020
A Walkthrough of the Machine Learning Life Cycle
A Walkthrough of the Machine Learning Life Cycle
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 learning model, but…
Datatron
Apr 21, 2020
Multivariate Analysis Techniques for Exploring Data
Multivariate Analysis Techniques for Exploring Data
Comparing only two variables at a time does not give deep insights into the nature of variables and how they interact. Multivariate…
Datatron
Apr 16, 2020
An Introduction to Artificial Intelligence and Ethics
An Introduction to Artificial Intelligence and Ethics
Because AI is such a new topic, it has not only spurred a lot of controversies, but also speculation, skepticism, and concerns about ethics
Datatron
Apr 14, 2020
Understanding the Confusion Matrix for Model Evaluation & Monitoring
Understanding the Confusion Matrix for Model Evaluation & Monitoring
A confusion matrix, also known as an error matrix, is a summarized table used to assess the performance of a classification model.
Datatron
Apr 10, 2020
2020 AI Trends in Banking Industry
2020 AI Trends in Banking Industry
To discuss the utilization of Artificial Intelligence (AI) in banking, we first look at the three main channels of the banking industry.
Datatron
Apr 7, 2020
How to Explain Model Bias to Regulators
How to Explain Model Bias to Regulators
Model bias originates from the fact that businesses try to develop models for accuracy and profits.
Datatron
Mar 25, 2020
What is Model Drift?
What is Model Drift?
The most accurate way to detect model drift is by comparing the predicted values from a given machine learning model to the actual values.
Datatron
Mar 18, 2020
Automating Machine Learning’s Last Mile™ (MLLM™)
Automating Machine Learning’s Last Mile™ (MLLM™)
Even if a model successfully reaches production, we also find it takes longer to identify errors and to reach quality model outputs.
Datatron
Apr 26, 2019
Machine Learning Challenges in 2018
Machine Learning Challenges in 2018
For good data scientists, machine-learning models aren’t that hard to build. (And there are data science companies today trying to fill…
Datatron
Jun 14, 2018
The New Operating Model for Enterprises
The New Operating Model for Enterprises
The amount of data collected today is tremendously huge and continues to grow as we try to understand more things about our users and for…
Datatron
Jan 23, 2018
How to Make Life Easy for a Newly Hired Data Scientist
How to Make Life Easy for a Newly Hired Data Scientist
When a new data scientist is hired into your team, it takes some time for the person to be productive. The data science onboarding process…
Datatron
Dec 29, 2017
Data Science & Analytics (DSA) — The Need for Productivity Tools
Data Science & Analytics (DSA) — The Need for Productivity Tools
Data Science and Analytics (DSA) is the market where data scientists play a huge role along with data engineering and data developers.
Datatron
Dec 17, 2017
Being a Data Scientist in the Modern Era
Being a Data Scientist in the Modern Era
Traditionally, being a Data Scientist is regarded as a domain exclusive to some people who understand mathematics and statistics. But this…
Datatron
Dec 8, 2017
Get the “Real” 360 View of Your Customers
Get the “Real” 360 View of Your Customers
Technology has empowered customers and increased their options, individualizing their buying patterns for greater than ever marketing.
Datatron
Aug 28, 2017
Don’t Let Your Dirty Data Get You Down
Don’t Let Your Dirty Data Get You Down
“ Dirty data” is a slang term for raw data, such as data that differ in format, resulting in duplicates, includes special characters or…
Datatron
Aug 28, 2017
Riding the Next Big Trend in Big Data
Riding the Next Big Trend in Big Data
Harnessing the tactical insight of real-time data streams is the next big data trend on the horizon, and enterprises are gearing up.
Datatron
Aug 18, 2017
Liberate Your Data Scientist from Management Overload
Liberate Your Data Scientist from Management Overload
WIth Datatron’s automated capabilities, data scientists can shift their attention from the burden of data management to high-value business
Datatron
Aug 18, 2017
Automating and Streamlining the Sales Lead Funnel
Automating and Streamlining the Sales Lead Funnel
Prior to Datatron their sales reps were all over the place, they didn’t have answers to what leads to focus on they didn’t have answers…
Datatron
May 16, 2017
How to Harness your Data for Growth
How to Harness your Data for Growth
To truly harness data, organizations need a scalable approach to develop cutting edge insight into the drivers of the business…
Datatron
May 8, 2017
About Datatron
Latest Stories
Archive
About Medium
Terms
Privacy
Teams