Exploring causal relationships by asking ‘what if?’.
An introduction to the fundamental principles of explainable AI
A concise, easy-to-follow description of how LDA topic modeling works
A clear explanation on whether topic modeling is a form of supervised or unsupervised learning
An introduction to explainable AI—what it is, why it’s important, and how it works.
Using NLP and BERT, a state-of-the-art natural language model, to analyze fedspeak, the vauge language used in FOMC meetings.
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.
A step-by-step introduction to topic modeling using a popular approach called Latent Dirichlet Allocation (LDA)
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.
Topic modeling can help to analyze trends in FOMC meeting transcripts—this article shows you how.
Streamline document analysis with this hands-on introduction to topic modeling using LDA
SEC 10K filings have inconsistencies which make them challenging to search and extract text from, but regular expressions can help
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.
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.
Multitasking is often thought to be a productive and efficient way of getting things done. But research is showing that this isn’t the case. Single-tasking, or doing one thing at a time, is better—here’s why.
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.
If you’re in lockdown, see how to make the most online learning – enhance your skills, boost your employability and do something with purpose.
Single concept e-learning is a revolutionary approach for delivering focused and effective learning online. See how it can work for you.
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.
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.