I n troduction In today’s data-saturated world, successful businesses aren’t just collecting data but making sense of it. Whether you’re a startup looking to optimize operations or an established enterprise aiming to uncover new revenue streams, business analytics is the key to unlocking smart, strategic decisions. But getting started can feel overwhelming without the proper foundation. That foundation starts with the tools . From organizing raw data to visualizing insights and making data-backed decisions, the right business analytics tools can help transform your business from reactive to predictive, even prescriptive. In this article, we’ll explore five essential tools that every business needs to build a solid analytics strategy and how they fit into a broader data engineering solution designed by data engineers. Top 5 Tools for Business Analytics Power BI / Tableau: Visualize to Realize The first thing that likely comes to mind w...
Machine Learning For Business Leaders Machine Learning has garnered a significant share of recent press coverage in both tech and main street media. It is inextricably intertwined with, and central to, discussion and dialogue on topics ranging from big data in general to Facebook’s threat to privacy, Boston Dynamics creepy robotics, and Google’s exploitation of artificial intelligence for good and ill. As such, it is easy to view machine learning as either sinister or magical — neither of which is true. For today’s business leader, an objective and actionable understanding of machine learning are as important as an actionable understanding of finance and financial management. Machine Learning is a subset of artificial intelligence, where computer algorithms are able to learn from data and modify their behavior accordingly. These algorithms have the ability to identify patterns in data that humans can’t see. Some commercial applications of Machine Learning include speech recognition,...