During the covid-19 pandemic, millions of people around the globe started side hustling to boost their income. Not only that, having multiple sources of income can help you to be truly financially free. And here is the guide on how you can start developing your side hustle in 2022 In…

Creating a culture of innovation will not only benefit the business’s top and bottom line, but it’s also something everyone in the organization values immensely. I have spoken to many professionals and managers in my network, and almost everyone loves to work for companies or startups with a strong innovative…

It should not be complex, complicated or even costly to scale. For some industries, it just needs a different approach. Many of us have already learnt about the enormous potential of data science and the value it can bring to organizations. However, most companies are still scratching the surface and…

Data literacy is the ability to read, analyze, and communicate to others with data in context, including an understanding of data origins and constructs. In this golden era of digital and data, we do not need to be Facebook or Walmart to build a data lake in our company. …

The first 9 months of 2020 have been an eventful period in my professional career. I am leading both the Digital and Advanced Analytics department as well as the Business Innovation and Experimental department in a multi-national company. What is interesting is that the company decided to park a small…

Almost every organization, big or small, has some type of digital transformation roadmap and has made at least some investment in exploring digital. In the past few weeks, an image floated around social media platforms, suggesting that COVID is the main force driving digital transformation in their companies. Before COVID…

I recently caught up with some friends in Singapore, with whom I shared ideas on how to lead, build and develop a high-performing data science team in the organization. I will share my opinions in this article. With the rapid explosion of data generation, it is becoming more important to…

Introduction — Study the last 3 revolutions to understand and estimate the impact of this revolution We are at the doorstep of the 4th industrial revolution. During the previous three industrial revolutions, the world that entered the beginning of each revolution ended up looking different on the other side, particularly with respect to technology, socioeconomics and culture. Each revolution resulted in massive disruptions. For example, the…

Recently, I have been asked by quite a number of executives from various industries on what are my thoughts on the role of data scientists in future, and how this might have an impact within any organization that aspire to be “more data driven”. …