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Featured Blog Posts – February 2020 Archive (51)

Credit Card Fraud Detection Case Study: Improving Safety and Customer Satisfaction

Introduction

As more and more businesses are facing credit card fraud and identity theft, the popularity of “fraud detection” is rising in Google Trends.

Companies are looking for credit card fraud detection software that will help to eliminate this problem or at least reduce the possible…

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Added by Roman Chuprina on February 6, 2020 at 3:00am — No Comments

Human Learning and Machine Learning - How they differ ?

Is there any similarity in learning process between humans and machines. Human learning process varies from person to person. Once a learning process is set into the minds of people, it is difficult to change it. But, in Machine Learning (ML), it is easy to change the learning method by selecting a different algorithm. In ML, we have well defined processes to understand and estimate the accuracy in learning. Estimation of human learning is usually done through examinations and it cannot be… Continue

Added by Janardhanan PS on February 4, 2020 at 8:43pm — No Comments

Sentiment Analysis with Naive Bayes and LSTM

In this notebook, we try to predict the positive (label 1) or negative (label 0) sentiment of the sentence. We use the UCI Sentiment Labelled Sentences Data Set.

Sentiment analysis is very useful in many areas.…

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Added by Igor Bobriakov on February 4, 2020 at 11:00am — 3 Comments

12 Real-World Applications of Machine Learning in Healthcare

According to news, Machine Learning is one of the most prominent technology for the future of the Healthcare industry. But how real it is? Is there any significant value, or is it just optimistic forecasts? In this article, you will learn on some practical implementations of the technology, as well as some on-point…

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Added by Roman Chuprina on February 4, 2020 at 3:00am — No Comments

Revisiting the Implementation of AI Strategies

Summary:  Can all AI strategies be defined by a few common needs or are the different AI strategy models sufficiently unique that they need to be considered as separate approaches.

 

There’s an article in the current Harvard Business Review titled “…

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Added by William Vorhies on February 3, 2020 at 11:15am — No Comments

Why Economics Is the Most Empowering Innovation Concept

I am a believer that the pathway to innovation must end with putting a product or service into the market that provides economic value to customers, economics the branch of knowledge concerned with the production, consumption, and transfer of wealth. Innovation is about economics and economics is about value creation. It’s about the 4M’s…Make Me More Money!

Products or services that never reach the market may have been great ideas, but you can’t pay the mortgage or buy your Venti Chai…

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Added by Bill Schmarzo on February 3, 2020 at 6:30am — No Comments

Artificial Intelligence for Retail in 2020: 12 Real-World Use Cases

Artificial Intelligence is taking the world by the storm. We can trace more and more use cases in various industries, and retail is not an exception. More than that, Retail is the place for innovations to fulfill their potential. In this article. I want to talk about the ways Artificial Intelligence, and its subdivision Machine Learning, are changing…

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Added by Roman Chuprina on February 3, 2020 at 2:30am — No Comments

Weekly Digest, February 3

Monday newsletter published by Data Science Central. Previous editions can be found here. The contribution flagged with a + is our selection for the picture of the week. To subscribe, follow this link.  …

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Added by Vincent Granville on February 2, 2020 at 9:30am — No Comments

Two New Free Books on Machine Learning

Here are two great resources for machine learning and AI practitioners. Other recent free books can be found here

1. Free and Open Machine Learning Documentation

This book is all about applying machine learning solutions for real practical use cases. This means the core focus is on outlining how to use machine learning…

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Added by Capri Granville on February 2, 2020 at 6:30am — No Comments

Trends in Artificial Intelligence and Data Science for 2020

We begin the month of February of this special year 2020 with an analysis of the trends that gurus worldwide have made about what has to come to us in this year related to Artificial Intelligence and Data Science. For this I have made a infographic to summarize all these trends and I leave you different links with more information. I hope they are of your interest and we can continue expanding these trends with your contributions in the comments of the post!…

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Added by Noelia Gonzalez Rodriguez on February 2, 2020 at 2:30am — No Comments

Scikit-learn Classification Algorithms

This article was written by Matthew Mayo.

Scikit-learn is the de facto official machine learning library in use in the Python ecosystem. As described on its official website, Scikit-learn is:

  • Simple and efficient tools for data mining and data analysis
  • Accessible to everybody, and reusable in various contexts
  • Built on NumPy, SciPy, and matplotlib
  • Open…
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Added by Andrea Manero-Bastin on February 1, 2020 at 9:00am — No Comments

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