摘要： The journey of advanced analytics has been a long in development, with many hurdles along the way. Some of the most complicated aspects of data analytics that still remain today are data gathering technologies, data cleansing methods, and skill support for advanced analytics. It has taken years to come to the automated age of business analytics, when even mainstream business users without much technical knowledge are able to use AI or machine learning-enabled self-service analytics.容
摘要： The models you create have real-world applications that affect how your colleagues do their jobs. That means they need to understand what you’ve created, how it works, and what its limitations are. They can’t do any of these things if it’s all one big mystery they don’t understand.
摘要： Being a data scientist is hard. In addition to the combination of advanced mathematics and coding skills required to do the job, it’s a newer role for many organizations, so data scientists are called upon to navigate corporate landscapes, source the right IT resources, and establish new workflows across departments
摘要： Data integration uses both technical and business processes to merge data from different sources, with the goal of accessing useful and valuable information, efficiently. A well-thought-out data integration solution can deliver trusted data from a variety sources.
摘要： In addition to the myriad cybersecurity risks organizations already face, another vulnerability has emerged that affects most enterprises: the presence of sensitive data stored in unsecured files, i.e. unstructured data.
摘要： “The Snowflake Private Data Exchange represents the future of managing and sharing data broadly and securely inside enterprise and institutional boundaries,” Snowflake CEO, Frank Slootman said. “The data exchange model will become the deployment standard for exploring, discovering and sharing data enterprise-wide.”
摘要： Veeva OpenData Explorer is a new web-based portal to access approximately 16 million healthcare professionals (HCPs), healthcare organizations (HCOs), and their affiliations spanning 34 countries. The open API simplifies integration of Veeva OpenData with third-party applications and services so companies can leverage their customer data where they need it. With these latest innovations, Veeva is giving customers greater choice in how they use Veeva OpenData and making it even easier to access accurate customer data.”
摘要： Netflix has open sourced Metaflow, an internally developed tool for building and managing Python-based data science projects. Metaflow addresses the entire data science workflow, from prototype to model deployment, and provides built-in integrations to AWS cloud services.
