What Is Counterfactual Analysis?
Exploring causal relationships by asking ‘what if?’.
What Are Explainable AI Principles?
An introduction to the fundamental principles of explainable AI
What Is LDA Topic Modeling?
A concise, easy-to-follow description of how LDA topic modeling works
Is Topic Modeling Unsupervised?
A clear explanation on whether topic modeling is a form of supervised or unsupervised learning
Explainable AI: What It Is and Why It Matters
An introduction to explainable AI—what it is, why it’s important, and how it works.
Can BERT Understand Fedspeak?
Using NLP and BERT, a state-of-the-art natural language model, to analyze fedspeak, the vauge language used in FOMC meetings.
Topic Model Evaluation
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.
Topic Modeling with LDA Explained: Applications and How It Works
A step-by-step introduction to topic modeling using a popular approach called Latent Dirichlet Allocation (LDA)
Bayes Theorem: As Easy as Checking the Weather
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.
Modeling Topic Trends in FOMC Meetings
Topic modeling can help to analyze trends in FOMC meeting transcripts—this article shows you how.
Topic Modeling of Earnings Calls using Latent Dirichlet Allocation (LDA): Efficient Topic Extraction
Streamline document analysis with this hands-on introduction to topic modeling using LDA
Using Regular Expressions to Search SEC 10K Filings
SEC 10K filings have inconsistencies which make them challenging to search and extract text from, but regular expressions can help
Natural Language Processing Explained Simply
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.
What is Artificial Intelligence?
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.
Single-Tasking: Why It’s Better Than Multitasking
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.
How to Improve Soft Skills: 3 Essential Steps
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.
Why the Coronavirus Lockdown is a Time to Consider Online Learning
If you’re in lockdown, see how to make the most online learning – enhance your skills, boost your employability and do something with purpose.
What is Single Concept eLearning? And Why Should You Care?
Single concept e-learning is a revolutionary approach for delivering focused and effective learning online. See how it can work for you.
Can You Actually Learn Soft Skills Online?
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.
Why Emotional Intelligence is So Valuable in the Age of Machine Learning
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.