Industry Experts Weigh In on 2021 Data Science Shifts and 2022 Trends
Leading industry professionals highlight the major AI and data science developments of 2021 while forecasting the key trends that will shape the field in 2022.
KDnuggets gathers insights from top industry leaders to reflect on the biggest AI, data science, and machine learning developments throughout 2021. These experts from companies like Alteryx, SAS, and Qlik share their unique perspectives on how the data landscape evolves as the year comes to a close.
The discussion highlights significant industry shifts, including the growing importance of cloud infrastructure, data lakes, and data warehouses. Experts also note the rising reliance on synthetic data and the continuous push toward making advanced analytics more accessible to everyday business users.
Looking ahead to 2022, these professionals expect trends like automated machine learning and improved MLOps practices to dominate the industry. Organizations continue to focus on breaking down data silos and scaling their AI initiatives to maintain a competitive edge in the rapidly changing technological environment.