Top 5 Biggest Data Science Trends In 2022

1. 5 5 Data Data Science ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ Science Trends Trends to to Watch Watch Out Out for for 2022 2022 Onwards Onwards Data science has emerged as a game-changer in our life in the past decade and it continues to be as progressive as it has always been. Machine learning and artificial intelligence have seen massive development and transformed the way we would work, travel, live, watch movies, listen to music, or order food/groceries online. Institutions offering data science training in Pune say that data science trends change now and then and here are 5 interesting data science trends to watch out for in 2022. 1.Generative AI & Synthetic Data Synthetic data is believed to have immense potential and it will remain at the core of the data science ecosystem in 2022. Using synthetic data for the training of various other ML algorithms will be commonplace in the coming years and this trend will be seen ruling the roost in 2022. Creating synthetic faces of non-existent people to create facial recognition algorithms will not only help improve accuracy but also resolve privacy concerns that might arise by using real faces.

2. 2.Automated Machine Learning (AutoML) One of the most interesting and key data science trends in 2022 will be AutoML which is short for automated machine learning. As you may know, data cleansing and preparation is quite a repetitive task in a data scientist’s day-to-day life which hampers productivity to a big extent. By automating such mundane tasks, a huge boost in productivity and data quality can be experienced. Another purpose of AutoML is to let the user make most of the machine learning through easy-to-use interfaces. 3. Convergence Digital transformation couldn’t be what it is without IoT, cloud computing, and ultra-fast networks. Combined with artificial intelligence, IoT (Internet of things) can do wonders and create a smart world around us including smart cities, smart workplaces, and smart homes requiring little to no human intervention. 2022 will see data scientists work on data more than ever to make sure that the work on the intersection of these technologies takes things to another level. Ensuring that all of these technologies complement each other and enhance the overall purpose. 4.Augmented data management Institutions offering data science courses in Pune say that augmented data management is the need of the hour. The future will have a hybrid workforce combining AI and humans which certainly emphasizes the need for integrated data. Simplification and consolidation of data architectures will not only help get rid of redundant data management but will also enhance automation by a significant margin. 5.Scalable AI The way we deal and interact with data is quite transformative. With an increasing number of AI start-ups and the internet of things becoming an integrated part of our lifestyle, the new capitalism around scalable AI can be safely termed as ‘augmented surveillance capitalism’. Astonishing growth stimulation and innovation will be a result of scalable AI in the future. Hope you found the post useful. For more information related to data science classes in Pune, feel free to get in touch with us.