Wednesday, October 24, 2018

Top 5 Deep Learning Trends That Will Dominate 2019

Leading studies predict that Deep Learning market is likely to exceed $20 billion by 2024, growing at a compounded annual growth rate of 4 per cent. Deep learning algorithms are more likely to become more sophisticated with passing time thereby possessing the ability to take huge amount of data generated from audio, video and images and process them to make business-friendly predictions. Deep Learning will be strongly associated with modern online services where organizations will use their predictive capabilities to provide more customized offerings to their audiences around the world. In the following paragraphs we look at top 5 Deep Learning trends that are most likely to dominate the coming year. 

Training Dataset bias and its impact on AI

It is natural for human bias to creep into a majority of decision making models. The difference and variability of algorithms dealing with AI is significantly impacted by the inputs that they are fed. Data scientists are of the opinion that even machine learning solutions are not completely free of their own biases which in turn can impact the integrity of their data and inputs. However, AI biases generally go undetected owing to the lack of data training biases. The biases that creep in are likely to have a negative impact on real world applications like poorly targeted web-based marketing campaigns, gender recruiting biases and facial recognition based on racial profiling among others.

AI is likely to have a broader impact on business and society

AI is no longer confined to sci-fi movies and books. Fast pace of technological advancement has made AI a reality with both businesses and society being increasingly influenced by proliferation of AI. Deep learning has dramatically impacted the way we live and interact with technology. An everyday example could that be of Amazon’s Alexa that carries out a number of functions via voice interactions such as playing music, answering questions, etc.

Cloud computing will add impetus to AI

In 2019 and beyond, the proliferation of cloud computing technologies will enable business to improve their infrastructure to increasingly support their AI and ML capabilities. As deep learning makes businesses more innovative and sophisticated, businesses will increasingly need advanced cloud computing platforms to take advantage of machine learning and artificial intelligence offerings.

Deep learning course from a top of the line online training institute can help you advance your career in the right direction. As more and more businesses turn towards ML and AI, professionals in the realm of data science and data analytics will witness their career graph soar.