Have you ever had one of those days where it feels like you time-traveled into the future? That’s exactly how I felt when I attended the Data Science Salon’s conference on “Using AI & Machine Learning in the Enterprise” at Google’s San Francisco...
Tag: Machine Learning
Introduction: From Simple to Multiple Linear Regression
In our previous post, we introduced Linear Regression, a fundamental technique used to predict outcomes based on a single factor—such as estimating house prices based on square footage. We also discussed essential performance metrics like Mean Squared Error (MSE) and...
Exchanging Knowledge and Insights About AI and ML with DSS Community Events
Generative AI, synthetic data, language models in healthcare, AI in finance, and ML in the enterprise are among the most significant topics to be covered during the Data Science Salon community events. Artificial intelligence transforms the way business operate all...
Understanding Customer Concerns in Retail: A review of LLMs and Traditional ML-based methods for Topic Modeling and Multi-label Classification
Did you know that organizations risk losing an average of 8% of their revenue due to poor Customer Experience (CX)? This significant potential loss can be attributed to the fact that over 50% of consumers either decreased or stopped spending with a business after a...
Machine Learning in Production
In recent years, Machine Learning (ML) has propelled software systems into new realms of capability. From revolutionizing medical assistance and personalized recommendations to enabling chatbots and self-driving cars, ML has become a cornerstone of modern technology....
Linear regression basics guide – part 1
In today's data intensive world, data scientists play a crucial role. Their main job is to make sense of large amounts of data, turning it into useful information that can guide decisions. This involves both creative and technical skills, using a range of methods and...
Graphing Wisdom: Empowering Large Language Models using Knowledge Graphs
Large Language Models (LLMs) are revolutionizing the AI domain at an incredible pace. The diffusion of such powerful models is happening across various domains, from education to entertainment to healthcare. Although the flexibility of this technology is laudable, the...
300+ women in AI and Machine Learning to follow – Data Science Salon guide
Over the last decade, the Data Science Salon has been committed to fostering a supportive and inclusive environment for sharing advancements in AI and ML. Along this journey, we have encountered numerous brilliant women who have made remarkable contributions to the...
Unlocking insights: The art and science of data visualization
In the digital age, where data accumulates boundlessly, distilling complex datasets into comprehensible and compelling narratives isn’t just beneficial, it’s indispensable. This article ventures through the realm of data visualization, highlighting the fusion of...
Leveraging diverse data sources: An introduction to entity resolution
In a world where data availability is becoming increasingly abundant, how can we leverage multiple data sources to answer questions of scientific interest? This matter is a perfect spot to use the entity resolution. What is entity resolution? Why does it...