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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

5 min readJun 8, 2021

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Buying AI? Avoid These 3 Mistakes

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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…

8 min readOct 26, 2018

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Industrial strength Natural Language Processing

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Pinned

Kavita Ganesan
in
Towards Data Science

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

8 min readFeb 19, 2018

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

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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.

8 min readAug 12, 2022

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

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Kavita Ganesan

The 5 Side-Effects of Not Having a Data Strategy

Why A Big Data Strategy is Critical for AI

9 min readMar 17, 2022

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The 5 Side-Effects of Not Having a Data Strategy

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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?

10 min readMar 10, 2022

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5 Strategies for Generating Machine Learning Training Data

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Kavita Ganesan
in
Opinosis Analytics

5 Ideas For Integrating AI in Customer Service

Prevent CSR burnout and improve customer service workflows with AI

6 min readApr 9, 2022

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5 Ideas For Integrating AI in Customer Service

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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

5 min readApr 2, 2021

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How to Prevent Machine Learning Models from Failing in Practice?

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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…

7 min readMar 7, 2019

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

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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…

11 min readFeb 23, 2019

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

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Kavita Ganesan

Kavita Ganesan

Book Author

Author of The Business Case For AI | AI Integration Advisor & Consultant | Learn More: Kavita-Ganesan.com or AIBusinessCaseBook.com

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