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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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Bayes Theorem: As  Easy as Checking the Weather
Analytics

Bayes Theorem: As  Easy as Checking the Weather

ByGiri October 5, 2020June 25, 2021

Bayes theorem is used in science, engineering and artificial intelligence but doesn’t need to be complicated – here’s a simple explanation of how it works.

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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

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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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Natural Language Processing Explained Simply
Natural Language Processing

Natural Language Processing Explained Simply

ByGiri July 4, 2020December 5, 2021

Natural language processing (NLP) has developed rapidly in recent years and is improving our lives in many ways. So, what exactly is NLP and how does it work? Here’s a simple introduction.

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What is Artificial Intelligence?
Artificial Intelligence

What is Artificial Intelligence?

ByGiri June 21, 2020December 5, 2021

Artificial Intelligence (AI) is a term you’ve probably heard before — it’s having a huge impact on society and is widely used across a range of industries and applications. So, what exactly is AI and what can it do? Here’s a straightforward introduction.

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Single-Tasking: Why It’s Better Than Multitasking
Soft Skills

Single-Tasking: Why It’s Better Than Multitasking

ByGiri June 4, 2020August 27, 2022

Multitasking is often thought to be a productive and efficient way of getting things done. But research is showing that single-tasking, or doing one thing at a time, might be better—here’s why.

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How to Improve Soft Skills: 3 Essential Steps
Soft Skills

How to Improve Soft Skills: 3 Essential Steps

ByGiri May 27, 2020June 11, 2022

Soft skills are valuable in the modern workplace and are highly sought-after by employers. So, how can you improve your soft skills? It’s not as straightforward as you may first think. Here are 3 essential steps for success.

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Why the Coronavirus Lockdown is a Time to Consider Online Learning
Learning Resources

Why the Coronavirus Lockdown is a Time to Consider Online Learning

ByGiri April 4, 2020June 24, 2020

If you’re in lockdown, see how to make the most online learning – enhance your skills, boost your employability and do something with purpose.

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What is Single Concept eLearning? And Why Should You Care?
Learning Resources

What is Single Concept eLearning? And Why Should You Care?

ByGiri March 14, 2020August 30, 2022

Single concept e-learning is a revolutionary approach for delivering focused and effective learning online. See how it can work for you.

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Can You Actually Learn Soft Skills Online?
Soft Skills

Can You Actually Learn Soft Skills Online?

ByGiri March 7, 2020February 4, 2022

Soft skills are receiving increasing attention and demand for online training. But can soft skills be learned online? See how, with the right approach, they can.

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Why Emotional Intelligence is So Valuable in the Age of Machine Learning
Soft Skills

Why Emotional Intelligence is So Valuable in the Age of Machine Learning

ByGiri February 29, 2020April 13, 2021

In a world increasingly dominated by powerful, automated technologies, it’s easy to lose sight of our humanity. See how emotional intelligence is becoming more relevant, rather than less so, in the modern age.

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