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Civis Analytics posted a status
""Build a Disciplined Data Science Team" by Katie Malone of Civis. Download the whitepaper today! http://bit.ly/disciplinedatascience_dsc"
May 16
Civis Analytics posted a blog post

Demystifying Black-Box Models with SHAP Value Analysis

As an Applied Data Scientist at Civis, I implemented the latest data science research to solve real-world problems. We recently worked with a global tool manufacturing company to reduce churn among their most loyal customers. A newly proposed tool, called SHAP (SHapley Additive exPlanation) values, allowed us to build a complex time-series XGBoost model capable of making highly accurate predictions for which customers were at risk, while still allowing for an individual-level interpretation of…See More
May 15
Civis Analytics's blog post was featured

Demystifying Black-Box Models with SHAP Value Analysis

As an Applied Data Scientist at Civis, I implemented the latest data science research to solve real-world problems. We recently worked with a global tool manufacturing company to reduce churn among their most loyal customers. A newly proposed tool, called SHAP (SHapley Additive exPlanation) values, allowed us to build a complex time-series XGBoost model capable of making highly accurate predictions for which customers were at risk, while still allowing for an individual-level interpretation of…See More
May 15
Civis Analytics posted a blog post

An Intro to Natural Language Processing in Python: Framing Text Classification in Familiar Terms

Natural language processing (NLP) is a broad field encompassing many different tasks such as text search, translation, named entity recognition, and topic modeling. On a daily basis, we use NLP whenever we search the internet, ask a voice assistant to tell us the weather forecast, or translate web pages written in another language. Businesses use NLP to understand how their customers talk about their product on social media. NLP may even help you receive better healthcare, as the healthcare…See More
May 9
Civis Analytics's blog post was featured

An Intro to Natural Language Processing in Python: Framing Text Classification in Familiar Terms

Natural language processing (NLP) is a broad field encompassing many different tasks such as text search, translation, named entity recognition, and topic modeling. On a daily basis, we use NLP whenever we search the internet, ask a voice assistant to tell us the weather forecast, or translate web pages written in another language. Businesses use NLP to understand how their customers talk about their product on social media. NLP may even help you receive better healthcare, as the healthcare…See More
May 9
Civis Analytics posted blog posts
Apr 5
Civis Analytics updated their profile
Apr 3

Profile Information

Short Bio
Civis provide consumer analytics solutions and software built for a data-driven world. With a powerful combination of best-in-class data, cutting-edge science, and an interdisciplinary team of data scientists, engineers, and survey science experts, Civis partners with businesses and organizations across the country to help them gain a competitive advantage in how they identify, attract, and engage loyal customers and employees.
My Web Site Or LinkedIn Profile
http://civisanalytics.com
Your Company:
Civis Analytics
Your Job Title:
Civis Team
Interests:
Contributing
What Other Analytical Website do you Recommend?
http://lineardigressions.com/

Civis Analytics's Blog

Demystifying Black-Box Models with SHAP Value Analysis

Posted on May 15, 2018 at 9:00am 0 Comments

As an Applied Data Scientist at Civis, I implemented the latest data science research to solve real-world problems. We recently worked with a global tool manufacturing company to reduce churn among their most loyal customers. A newly proposed tool, called SHAP (SHapley Additive ex…

Continue

An Intro to Natural Language Processing in Python: Framing Text Classification in Familiar Terms

Posted on May 9, 2018 at 1:30pm 0 Comments

Natural language processing (NLP) is a broad field encompassing many different tasks such as text search, translation, named entity recognition, and topic modeling. On a daily basis, we use NLP whenever we search the internet, ask a voice assistant to tell us the weather forecast, or translate web pages written in another language. Businesses use NLP to understand how their…

Continue

Reducing bias and ensuring fairness in data science

Posted on April 3, 2018 at 6:30pm 0 Comments

"When machine learning models make decisions that affect people’s lives, how can you be sure those decisions are fair?"

In our work at Civis, we build a lot of models. Most of the time we’re modeling people and their behavior because that’s what we’re…

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