Machine learning (ML) could not have come at a better time than now. As businesses move towards a new era of digitization, ML is needed to help in various operations of organizations, starting with data processing to customer support. Machine learning algorithms learn from data and find different hidden patterns and insights, which is crucial for businesses to make critical decisions. ML and artificial intelligence tools and algorithms have gained fame over the past few years in business circles and the analytics community due to their potential to help sift through massive amounts of data from different sources. With growing data volumes, higher and faster computational power and affordable data storage, machine learning has become more feasible now than ever.

Artificial intelligence (AI) is one of the fast-rising technologies in the world today and is already showing its worth in many industries. It is used in various areas, from self-driving cars to language translation software. This technology has proven to be so much more than what was thought of in its early days.

The past two years have been among the most challenging ever witnessed in the history of humanity. They were full of untold suffering among citizens, businesses and governments across the globe. With the spread of the pandemic, which resulted in far-reaching health and safety restrictions, online work became the norm. This is where modern technology came into aid. One modern technology that has proven helpful during the pandemic is artificial intelligence (AI). AI applications played a critical role in saving lives and fostering economic resilience during difficult moments. With the potential of AI in different areas, this technology is advancing on many fronts with research and development to improve its capabilities of this technology. AI is now driving other industries, including autonomous driving, e-commerce and quantum computing. Here are some AI developments that will shape 2022 and beyond.