![]() ![]() Apache SparkĪpache Spark is an open source data processing and analytics engine that can handle large amounts of data - upward of several petabytes, according to proponents. Here's a rundown of 18 top data science tools that may be able to aid you in the analytics process, listed in alphabetical order with details on their features and capabilities - and some potential limitations. Meanwhile, market research firm IDC predicted in an August 2021 report that overall spending on big data and analytics systems will grow at a compound annual growth rate of 12.8% worldwide through 2025.Īs data science teams build their portfolios of enabling technologies, they can choose from a wide selection of tools and platforms. In a survey conducted by consultancy NewVantage Partners in late 2021, 91.7% of IT and business executives from 94 large companies said they're increasing their investments in data and AI initiatives such as data science programs. ![]()
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