Tag: linear regression
NIPS (Neural Information Processing Systems) ConferenceConferences / Gatherings and Organizations
From NIPS Conference site: “The Thirty-first Annual Conference on Neural Information Processing Systems (NIPS) is a multi-track machine learning and computational neuroscience conference that includes invited talks, demonstrations, symposia and oral and poster presentations of refereed papers. Following the conference, there are workshops which provide a less formal setting” Next event: December 4 – 9, 2017 – Long Beach, CA Registration begins August 17, 2017 Videos from NIPS Conference 2016: NIPS … Continue Reading
Pattern Recognition and Machine LearningBooks / physical books or multiple formats
This textbook is suitable for courses on machine learning, statistics, computer science, signal processing, computer vision, data mining, and bioinformatics, and is aimed at advanced undergraduates or 1st-year PhD students, as well as practitioners.
Data Science from Scratch: First Principles with PythonBooks / physical books or multiple formats
In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.
Predictive Analytics 2 – Neural Nets and RegressionCourses / Scheduled online course
In this online course, you will continue work from Predictive Analytics 1, and be introduced to additional techniques in predictive analytics, also called predictive modeling, the most prevalent form of data mining.
An Introduction to Statistical Learning: with Applications in RBooks / Free eBooks / physical books or multiple formats
Provides an accessible overview of the field of statistical learning… This book presents some of the most important modeling and prediction techniques, along with relevant applications.
Doing Data Science: Straight Talk from the FrontlineBooks / physical books or multiple formats
How can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know.