Yoav Freund

Dr. Freund is a Professor of Computer Science and Engineering in the University of California San Diego. He and Dr. Robert Schapire have invented the Adaboost learning algorithm for which they received the Kannelakis Prize and the Godel Prize.

Self Paced

Probability and Statistics in Data Science using Python (edX)

Course Auditing

EdX

UC San DiegoX

University of California, San Diego

Categories

CS: Programming

Data Science

Statistics & Data Analysis

Effort

Languages

Using Python, learn statistical and probabilistic approaches to understand and gain insights from data. The job of a data scientist is to glean knowledge from complex and noisy datasets. Reasoning about uncertainty is inherent in the analysis of noisy data. Probability and Statistics provide the mathematical foundation for such [...]

Data Science MicroMasters

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Self Paced

Course Auditing

EdX

UC San DiegoX

University of California, San Diego

CS: Programming

Data Science

Statistics & Data Analysis

326.00 EUR

Dec 5th 2023

Course Auditing

EdX

UC San DiegoX

University of California, San Diego

Categories

Computer Science

Data Science

Statistics & Data Analysis

Effort

Languages

Learn how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform. In data science, data is called “big” if it cannot fit into the memory of a single standard laptop or workstation. The analysis of big datasets requires using a cluster of tens, hundreds or [...]

Data Science MicroMasters

Machine Learning Library

MLlib

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