Robotic Process Automation (RPA) is rewriting the playbook for enterprise software as we speak. Its primarly concenred with revolutionizing how businesses handle repetitive tasks. By automating mundane, error-prone processes, RPA is delivering not just cost savings but a glimpse of
Building an Enterprise-Grade Patent Search System with Semantic Search
Introduction: Patents are issued by a specific government, granting exclusivity rights to the owner of an invention. This protects the inventor's intellectual property (IP) from being copied or stolen. Since many businesses today are built on novel technologies,
Notes on Numpy Performance improvement
Disclaimer: These are complied notes from various sources. Apologies if some references are missing. When conducting experiments with Gensim(an awesome NLP library), i noticed i wasn't getting the same results as fast as the authors claimed. This
Exploring data via Command-Line
Before data modelling or any sort of data analysis its important to manually explore what data you have at hand. EDA always precedes formal (confirmatory) data analysis. EDA is useful for: * Detection of mistakes * Checking of assumptions * Determining relationships among
DeepProcess: Supporting business process execution using a MANN-based recommender system
Process analytics involves a sophisticated layer of data analytics built over the traditional notion of process mining. Past execution histories available to us in process logs, annotated with rich descriptions of the contexts in which these processes were executed, can
Music Recommender System for multi-lingual Users
Introduction: Recommender Systems solve an interesting problem of learning users’ preferences and behavior from historical user data. Recommender Systems are used by internet companies to surface the right content. E.g e-commerce websites use them to suggest their products and
People, Process and Products: Can Software Be Engineered?
Programming is the art of Function, Form, Logic, and Balance. Utility of the working program provides Function. Organization and good abstraction creates Form. The correctness is established with Logic. Limitations and tradeoffs require harmonious Balance. -by Jeremy Kun What separates
Big Ideas in Computer Science
Following are notes complied from various sources in order for me to understand the history of big ideas leading to modern day development of the field of computer science. Introduction: What is Computer Science? Knuth (1974b) said that CS is