Global Certificate in Building Scalable Data Products
-- ViewingNowThe Global Certificate in Building Scalable Data Products course is a comprehensive program that focuses on teaching learners how to build scalable data products. This course is crucial in today's data-driven world, where businesses rely on data to make informed decisions and gain a competitive advantage.
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โข Data Ingestion and Processing: Understanding data sources, data models, ETL processes, and data pipelines.
โข Data Storage and Management: Designing and implementing scalable data storage solutions using SQL and NoSQL databases.
โข Data Analysis and Visualization: Analyzing data using statistical methods, data mining techniques, and creating interactive visualizations.
โข Machine Learning and AI: Building and deploying machine learning models, including supervised and unsupervised learning, deep learning, and NLP.
โข Cloud Computing and Infrastructure: Utilizing cloud services, such as AWS, Azure, or GCP, for building and scaling data products.
โข DevOps for Data Products: Version control, continuous integration and delivery, and monitoring and logging.
โข Data Security and Privacy: Implementing security best practices, encryption, and anonymization techniques to protect sensitive data.
โข Data Ethics and Governance: Understanding ethical considerations, such as bias, fairness, transparency, and accountability, in building data products.
โข Team Collaboration and Project Management: Working effectively in teams, managing projects, and communicating with stakeholders.
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