Tag: regression

DataCamp – Correlation and Regression

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From DataCamp: “Ultimately, data analysis is about understanding relationships among variables. Exploring data with multiple variables requires new, more complex tools, but enables a richer set of comparisons. In this course, you will learn how to describe relationships between two numerical quantities. You will characterize these relationships graphically, in the form of summary statistics, and through simple linear regression models.” This course consists of five chapters: Correlation and regression Correlation Simple … Continue Reading

DataCamp – Introduction to Machine Learning

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From DataCamp: “This online machine learning course is perfect for those who have a solid basis in R and statistics, but are complete beginners with machine learning. After a broad overview of the discipline’s most common techniques and applications, you’ll gain more insight into the assessment and training of different machine learning models. The rest of the course is dedicated to a first reconnaissance with three of the most basic machine … Continue Reading

IEEE International Conference on Data Mining

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Next Event: November 18-21, 2017 – New Orleans, LA From ICDM: “The IEEE International Conference on Data Mining series (ICDM) has established itself as the world’s premier research conference in data mining. It provides an international forum for presentation of original research results, as well as exchange and dissemination of innovative, practical development experiences. The conference covers all aspects of data mining, including algorithms, software and systems, and applications.”

AnacondaCON

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Next event: April 8-11, 2018 – Austin, TX Stay up-to-date for AnacondaCON 2018 From AnacondaCON: AnacondaCON is the place to fast track your current knowledge of Open Data Science, through engagement with visionaries who have established modern Open Data Science technology and are pioneering its evolution. You’ll learn best practices and how other thought leaders are leveraging Anaconda to accelerate the value from their data.   Highlights from AnacondaCON 2017 … Continue Reading

Microsoft Azure Machine Learning Cheat Sheet

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The Microsoft Azure Machine Learning Algorithm Cheat Sheet helps you choose the right machine learning algorithm for your predictive analytics solutions from the Microsoft Azure Machine Learning library of algorithms.

The Elements of Statistical Learning

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This book describes the important ideas in statistics, data mining, machine learning, and bioinformatics in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics.

Data Science for Business: What you need to know about data mining and data-analytic thinking

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Learn how to improve communication between business stakeholders and data scientists, and how to participate intelligently in your company’s data science projects. Discover how to think data-analytically, support business decision-making with data science methods.

scikit-learn algorithm cheat sheet

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This flowchart is designed to give users a bit of a rough guide on how to approach problems with regard to which estimators to try on your data.

Statistics in a Nutshell

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Statistics in a Nutshell is a clear and concise introduction and reference for anyone new to the subject.

Statistics (The Easier Way) with R

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An informal text on applied statistics. Want to learn R, statistics, or data analysis? Become successful fast with this unique book, which takes the approach of solving all problems analytically (using equations) before solving them using the R statistical software.