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How Embedded ML Is Helping To Prevent Wildfires
Real World AI

How Embedded ML Is Helping To Prevent Wildfires

ByGiri July 22, 2021July 25, 2021

Devastating wildfires can be prevented with on-device, embedded machine learning.

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Localized Environmental Sensing With TinyML
Real World AI

Localized Environmental Sensing With TinyML

ByGiri July 18, 2021July 23, 2021

How tinyML provides cost-effective, portable, and localized monitoring of air quality.

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Saving The Humble Honey Bee With AI
Real World AI

Saving The Humble Honey Bee With AI

ByGiri July 10, 2021July 23, 2021

TinyML is helping to protect honey bees from a vicious, voracious predator.

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Roasting Coffee To Perfection Using AI
Real World AI

Roasting Coffee To Perfection Using AI

ByGiri July 5, 2021July 23, 2021

Perfecting your favorite cup of coffee has gotten easier thanks to AI.

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Where Can I Learn Python Online for Free?
Artificial Intelligence

Where Can I Learn Python Online for Free?

ByGiri June 17, 2021June 21, 2021

Python is one of today’s most sought-after coding skills, and you can learn Python online for free through flexible and self-paced courses taught by leading institutions.

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Why the Big Future of Machine Learning Is Tiny
TinyML

Why the Big Future of Machine Learning Is Tiny

ByGiri June 10, 2021February 1, 2022

TinyML is an emerging AI technology that promises a big future—its versatility, cost-effectiveness, and tiny form-factor make it a compelling choice for a range of applications.

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Real World AI: Checkout-Free Retail (Amazon Go and Zippin)
Real World AI

Real World AI: Checkout-Free Retail (Amazon Go and Zippin)

ByGiri May 9, 2021June 9, 2021

Checkout-free retail technology is an exciting application of AI that’s changing the way we shop.

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Real World AI: Middle Mile Autonomous Delivery (Gatik)
Real World AI

Real World AI: Middle Mile Autonomous Delivery (Gatik)

ByGiri May 5, 2021May 10, 2021

AI is helping to revolutionize the product delivery supply chain through innovative middle mile solutions.

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Is Latent Dirichlet Allocation (LDA) A Clustering Algorithm?
Natural Language Processing

Is Latent Dirichlet Allocation (LDA) A Clustering Algorithm?

ByGiri May 2, 2021June 9, 2021

How LDA is different—and similar—to clustering algorithms.

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What Is Counterfactual Analysis?
Artificial Intelligence

What Is Counterfactual Analysis?

ByGiri March 23, 2021June 30, 2021

Exploring causal relationships by asking ‘what if?’.

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What Are Explainable AI Principles?
Artificial Intelligence

What Are Explainable AI Principles?

ByGiri March 16, 2021December 5, 2021

An introduction to the fundamental principles of explainable AI

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What Is LDA Topic Modeling?
Natural Language Processing

What Is LDA Topic Modeling?

ByGiri March 15, 2021June 25, 2021

A concise, easy-to-follow description of how LDA topic modeling works

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Is Topic Modeling Unsupervised?
Natural Language Processing

Is Topic Modeling Unsupervised?

ByGiri March 14, 2021March 30, 2021

A clear explanation on whether topic modeling is a form of supervised or unsupervised learning

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Explainable AI: What It Is and Why It Matters
Artificial Intelligence

Explainable AI: What It Is and Why It Matters

ByGiri February 7, 2021August 19, 2022

An introduction to explainable AI—what it is, why it’s important, and how it works.

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Can BERT Understand Fedspeak?
Natural Language Processing

Can BERT Understand Fedspeak?

ByGiri December 15, 2020September 9, 2022

Using NLP and BERT, a state-of-the-art natural language model, to analyze fedspeak, the vauge language used in FOMC meetings.

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Topic Model Evaluation
Natural Language Processing

Topic Model Evaluation

ByGiri November 6, 2020August 19, 2022

Topic models are widely used for analyzing unstructured text data, but how do you evaluate them? Here’s what you need to know about evaluating topic models.

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Topic Modeling with LDA Explained: Applications and How It Works
Natural Language Processing

Topic Modeling with LDA Explained: Applications and How It Works

ByGiri October 19, 2020February 4, 2022

A step-by-step introduction to topic modeling using a popular approach called Latent Dirichlet Allocation (LDA)

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Modeling Topic Trends in FOMC Meetings
Natural Language Processing

Modeling Topic Trends in FOMC Meetings

ByGiri September 17, 2020September 9, 2022

Topic modeling can help to analyze trends in FOMC meeting transcripts—this article shows you how.

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Topic Modeling of Earnings Calls using Latent Dirichlet Allocation (LDA): Efficient Topic Extraction
Natural Language Processing

Topic Modeling of Earnings Calls using Latent Dirichlet Allocation (LDA): Efficient Topic Extraction

ByGiri September 8, 2020September 9, 2022

Streamline document analysis with this hands-on introduction to topic modeling using LDA

Read More Topic Modeling of Earnings Calls using Latent Dirichlet Allocation (LDA): Efficient Topic ExtractionContinue

Using Regular Expressions to Search SEC 10K Filings
Natural Language Processing

Using Regular Expressions to Search SEC 10K Filings

ByGiri August 26, 2020February 4, 2022

SEC 10K filings have inconsistencies which make them challenging to search and extract text from, but regular expressions can help

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