Intro to Big Data, Data Science & Predictive Analytics
Dive into the expansive realm of Big Data, Data Science, and Predictive Analytics in this comprehensive 93-minute video. Uncover the diversity and pervasiveness of data science in today's world, gaining a high-level understanding of predictive analytics subfields and the components of a big data pipeline. Explore real-world applications across various industries, including search engines, insurance, telecommunications, online education, retail, social networks, healthcare, and entertainment. Learn about predictive models, customer churn prediction, explicit feedback, and the importance of data collection and management. Discover how companies like Amazon and Kayak utilize big data for traffic management, real-time analytics, and descriptive analytics. Gain insights into credit fraud detection, social security number analysis, and classification techniques in data mining.