Category Archives: Data Science

Data Science Applications in Finance

Introduction – Data Science in a Snapshot Data science has changed the way businesses work today. It is used in almost all domains today. Financial analysts nowadays heavily rely on data for many tasks like fraud detection, managing risks, securing transactions, customer analytics, predictive analytics, and much more. Data is given the utmost importance in the field of… Read More »

Top Data Science Programming Languages

Introduction Your preparation for data science would be incomplete without knowledge of programming languages. Although there are many tools in the market for different phases of data science, the power of programming languages cannot be replaced by any of them. Many popular languages perform excellent complex calculations, data analysis, and visualizations, out of which we have chosen the… Read More »

Data Science with Spark

Introduction In this article, we will touch upon all the core concepts of Spark API; however, our focus is to use Spark for data science. The details about Spark provided in the article will be sufficient for you to understand performing Data science with Spark. For data collection and storage, Spark has a very nice distributed mechanism that… Read More »

Data Science for Beginners

Introduction Through this article, we have attempted to cover all the aspects of data science that a beginner should know. Whether you are a fresher or are coming from another job background, you can start learning data science. You can be a self-taught data scientist or learn through the various courses available online and offline. If you have… Read More »

What is Apriori Algorithm in Data Mining? Implementation with Examples

Introduction Apriori algorithm is a type of unsupervised learning algorithm used for association rule mining. The algorithm searches for frequent items in datasets and builds the correlations and associations in the itemsets. We often see ‘frequently bought together’ and ‘you may also like’ on the recommendation section of online shopping platforms – that’s the apriori algorithm! The name… Read More »