Posts Tagged ‘Explainable AI’
Creating a Data-Driven Culture
Crucial business data cannot be utilized effectively without the proper analysis and interpretation required to act on it. This has become a potential problem for many companies that struggle to harness their data’s full potential. Technology leaders who want to make informed business decisions must embrace a data-driven culture. This interesting information came to us from…
Read MoreThe Human Factor in AI
Artificial intelligence (AI) has been helping us in various applications such as customer service, securities trading, and healthcare. Now researchers have found that AI can be used to predict natural disasters. AI can forecast the occurrence of several different types of natural disaster using vast volumes of high-quality data and is therefore now at the…
Read MoreClassification and AI
Artificial intelligence (AI)-driven document classification refers to the process of automatically categorizing or labeling documents based on their content using AI techniques. It involves training machine learning models to analyze the text of documents and assign them to predefined categories or classes. This interesting topic came to us from Help Net Security in their article,…
Read MoreExplaining Artificial Intelligence
The progress of artificial intelligence (AI) models over the past few years has happened faster than anyone expected. Maybe too fast? This interesting information came to us from New Scientist in their article, “How AI chatbots in search engines will completely change the internet.” One of the primary inhibitors to data science and ultimately AI has…
Read MoreUnderstanding and Preventing Fraud
Internet fraud, also known as online fraud or cyber fraud, has a significant impact on financial institutions. The rise of the internet and digital technologies has provided new avenues for criminals to engage in fraudulent activities, posing various challenges for banks, credit card companies, and other financial institutions. Detection of these attacks comes via two…
Read MoreBeyond the Fear
There has always been fear surrounding artificial intelligence (AI) and, with the recent advances using natural language processing (NLP) and chatbots, it has increased by quite a bit. There are, however, perpetual advances in science, and it’s up to us to find the benefits where we can. Analytics Insight brought this interesting information to our…
Read MoreTaxonomies and AI
Machine learning models are growing in complexity and researchers are improving models that have trouble understanding decisions. This interesting subject came to us from RT Insights in their article, “MIT Researchers Create Explanation Taxonomy to ML Models.” In finance, healthcare, and logistics, businesses are attempting to implement artificial intelligence (AI) in their decision making processes, but…
Read MoreThe Impact of Data Analytics
The rise of big data has transformed the way organizations make decisions. With the exponential growth of data, companies are able to collect and analyze vast amounts of information in real-time to gain insights into customer behavior, market trends, and operational efficiency. This has led to a shift from traditional decision-making processes to data-driven decision-making,…
Read MoreAI is More Than One Thing
The potential of artificial intelligence (AI) is vast and multifaceted. AI has the ability to revolutionize industries such as healthcare, transportation, and finance by streamlining processes and increasing efficiency. The Scholarly Kitchen brought this interesting topic to us in their article, “Guest Post — Accessibility Powered by AI: How Artificial Intelligence Can Help Universalize Access…
Read MoreEmerging Technologies are Changing the Game
Classification plays an important role in many applications of artificial intelligence (AI), such as image recognition, speech recognition, and natural language processing. For example, image recognition systems use classification algorithms – analyzing patterns and features – to identify objects in images. This topic came to our attention from Pitch Book in their article, “AI, intelligent…
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