Related lectures (34)
Energy Transformations: ATP and Cellular Work
Explores major themes in biology, focusing on energy transformations within cellular systems and the crucial role of adenosine triphosphate (ATP).
Business Alignment and Process Optimization
Discusses solutions for business/IT alignment and process optimization in a case study involving meetings with the COO and a salesperson.
Regulation Heuristics: Business-IT Alignment
Explores regulation heuristics, interpretive epistemology, stakeholder accommodations, and requisite variety in business-IT alignment.
Constraints and Lagrange
Introduces constraints, Lagrange multipliers, and generalized coordinates in physics.
Data formats and data wrangling with Hadoop
Explores Apache Hive for data warehousing, data formats, and partitioning, with practical exercises in querying and connecting to Hive.
Big Data Best Practices and Guidelines
Covers best practices and guidelines for big data, including data lakes, architecture, challenges, and technologies like Hadoop and Hive.
Spark Data Frames
Covers Spark Data Frames, distributed collections of data organized into named columns, and the benefits of using them over RDDs.
Maximum Efficiency Theorem II
Discusses the maximum efficiency theorem for heat engines with two heat sources and the consequences of irreversibility.
Stirling Cycle: Basics and Practical Realization
Covers the Stirling cycle, proposed by R. Stirling in 1816, involving two isotherms and two isochores, and its practical realization.
Understanding ROC Curves
Explores the ROC curve, True Positive Rate, False Positive Rate, and prediction probabilities in classification models.

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