Analysis

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Probability and Statistics I: A Gentle Introduction to Probability (edX)

This course provides an introduction to basic probability concepts. Our emphasis is on applications in science and engineering, with the goal of enhancing modeling and analysis skills for a variety of real-world problems.
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Data Mining Methods (Coursera)

This course covers the core techniques used in data mining, including frequent pattern analysis, classification, clustering, outlier analysis, as well as mining complex data and research frontiers in the data mining field. Data Mining Methods can be taken for academic credit as part of CU Boulder’s Master of Science [...]
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Prepare Data for Exploration (Coursera)

Dec 13th 2021
Prepare Data for Exploration (Coursera)
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This is the third course in the Google Data Analytics Certificate. These courses will equip you with the skills needed to apply to introductory-level data analyst jobs. As you continue to build on your understanding of the topics from the first two courses, you’ll also be introduced to new [...]
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Physics 101 - Rotational Motion and Gravitation (Coursera)

Dec 13th 2021
Physics 101 - Rotational Motion and Gravitation (Coursera)
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This course serves as an introduction to the physics of rotational motion and gravitation. Upon completion, learners will have an understanding of how mathematical laws and conservation principles describe the motions and interactions of objects all around us. They will gain experience in solving physics problems with [...]
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Regression Modeling Fundamentals (Coursera)

This introductory course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression.
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Reproducible Templates for Analysis and Dissemination (Coursera)

Dec 13th 2021
Reproducible Templates for Analysis and Dissemination (Coursera)
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This course will assist you with recreating work that a previous coworker completed, revisiting a project you abandoned some time ago, or simply reproducing a document with a consistent format and workflow. Incomplete information about how the work was done, where the files are, and which is the most [...]
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Framework for Data Collection and Analysis (Coursera)

This course will provide you with an overview over existing data products and a good understanding of the data collection landscape. With the help of various examples you will learn how to identify which data sources likely matches your research question, how to turn your research question into measurable [...]
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The Control Phase for the 6 σ Black Belt (Coursera)

Dec 6th 2021
The Control Phase for the 6 σ Black Belt (Coursera)
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This course is designed for professionals interested in learning the principles of Lean Sigma, the DMAIC process and DFSS. This course is number 7 of 8 in this specialization dealing with topics in the Control Phase of Six Sigma. Professionals with some completed coursework in statistics and a [...]
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Introduction to Statistics (Coursera)

Stanford's "Introduction to Statistics" teaches you statistical thinking concepts that are essential for learning from data and communicating insights. By the end of the course, you will be able to perform exploratory data analysis, understand key principles of sampling, and select appropriate tests of significance for multiple contexts. You [...]
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Estimating ML-Models Financial Impact (Coursera)

This course covers the basics of financial impact estimation for machine learning models deployed in business processes. We will discuss the general approaches to financial estimation, consider the applications to credit scoring and marketing response models, and focus on the relationship between statistical model quality metrics and financial results, [...]
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