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Kavita Ganesan

Featured Book

The Business Case for AI: A Leader's Guide to AI Strategies, Best Practices & Real-World Applications

The Business Case for AI: A Leader's Guide to AI Strategies, Best Practices & Real-World Applications

The Business Case for AI will help you become strategic in your AI thinking, apply best practices from the field & maximize your chances of AI success

2022

Stories

Pinned

Kavita Ganesan
in
Opinosis Analytics

Buying AI? Avoid These 3 Mistakes

Tips for Buying AI Solutions Wisely

Jun 8, 2021

Buying AI? Avoid These 3 Mistakes

Jun 8, 2021

Pinned

Kavita Ganesan

Industrial strength Natural Language Processing

I have spent much of my career as a graduate student researcher, and now as a Data Scientist in the industry. One thing I have come to…

Oct 26, 2018

Industrial strength Natural Language Processing

Oct 26, 2018

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Kavita Ganesan
in
Towards Data Science

How to get started with Word2Vec — and then how to make it work

Feb 19, 2018

How to get started with Word2Vec — and then how to make it work

Feb 19, 2018

Kavita Ganesan
in
DataDrivenInvestor

Even if AI is Your Goal, Why Starting Without AI Increases Your Chances of AI Success

In this article, you’ll learn why it’s sometimes wiser to start without AI, even if your goal is to integrate AI into products & services.

Aug 12, 2022

Even if AI is Your Goal, Why Starting Without AI Increases Your Chances of AI Success

Aug 12, 2022

Kavita Ganesan

The 5 Side-Effects of Not Having a Data Strategy

Why A Big Data Strategy is Critical for AI

Mar 17, 2022

The 5 Side-Effects of Not Having a Data Strategy

Mar 17, 2022

Kavita Ganesan

5 Strategies for Generating Machine Learning Training Data

Have you run into issues acquiring the right type of data for your machine learning (ML) projects?

Mar 10, 2022

5 Strategies for Generating Machine Learning Training Data

Mar 10, 2022

Kavita Ganesan
in
Opinosis Analytics

5 Ideas For Integrating AI in Customer Service

Prevent CSR burnout and improve customer service workflows with AI

Apr 9, 2022

5 Ideas For Integrating AI in Customer Service

Apr 9, 2022

Kavita Ganesan
in
Opinosis Analytics

How to Prevent Machine Learning Models from Failing in Practice?

Do this one thing to improve the chances of ML success

Apr 2, 2021

How to Prevent Machine Learning Models from Failing in Practice?

Apr 2, 2021

Kavita Ganesan

How to extract keywords from text with TF-IDF and Python’s Scikit-Learn

Back in 2006, when I had to use TF-IDF for keyword extraction in Java, I ended up writing all of the code from scratch as Data Science nor…

Mar 7, 2019

How to extract keywords from text with TF-IDF and Python’s Scikit-Learn

Mar 7, 2019

Kavita Ganesan
in
Towards Data Science

All you need to know about text preprocessing for NLP and Machine Learning

Based on some recent conversations, I realized that text preprocessing is a severely overlooked topic. A few people I spoke to mentioned…

Feb 23, 2019

All you need to know about text preprocessing for NLP and Machine Learning

Feb 23, 2019

Kavita Ganesan

Kavita Ganesan

Book Author

Author of The Business Case For AI | AI Advisor & Consultant | Join 4500+ newsletter readers https://ai-integrated-newsletter.beehiiv.com/

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