Big Data has become a prominent trend in the IT industry, with endless growth expected in the coming years. Organizations are increasingly seeking professionals skilled in Big Data analytics to improve decision-making and gain a competitive edge. The market for Big Data is predicted to reach $46.34 billion by 2018, leading to a high demand for skilled workforce in this field. However, there is a shortage of data scientists and analytics professionals, presenting a significant skill gap. Hadoop is the most popular Big Data analytics tool adopted by organizations.