muzfuz.github.io
Mazin Power | Web Dev - Programming Books
http://muzfuz.github.io/reading.html
This book laid out a very solid workflow for using Webpack as a build tool. Although the Author uses React, I think the Webpack aspects of the book are applicable everywhere. I love this book. It's given me a great overview of basic best-practice in Ruby programming, as well as helped me figure out how to put the various features of Ruby into action on my own projects. I keep coming back to this one. An introductory book on vectors and matrices through Python algorithms. Ruby on Rails Tutorial. It talks ...
courseflow.cs.illinois.edu
CS357: Fall 2014 - RELATE
https://courseflow.cs.illinois.edu/course/cs357-f14
You're not currently signed in. Sign in ». This is the fall 2014 version of CS357. If you'd like to sign up, please find the current edition of it. The version of spring 2015 is here. Numerical Methods (CS 357) Fall 2014. In rooms 1404 (lecture). And 1304 (live video). Philip N Klein, $31 Paperback, Newtonian Press, 2013. Data-Driven Modeling and Scientific Computation: Methods for Complex Systems and Big Data. J Nathan Kutz, $40 Paperback, Oxford University Press, 2013. We will be using Python. A Python...
datascience.ibm.com
The Mathematics of Machine Learning
http://datascience.ibm.com/blog/the-mathematics-of-machine-learning
Welcome to the Data Science Experience. The Mathematics of Machine Learning. Why Worry About The Maths? There are many reasons why the mathematics of Machine Learning is important and I will highlight some of them below:. Selecting the right algorithm which includes giving considerations to accuracy, training time, model complexity, number of parameters and number of features. Choosing parameter settings and validation strategies. Estimating the right confidence interval and uncertainty. This is importan...
relate.cs.illinois.edu
CS357: Fall 2014 - RELATE
https://relate.cs.illinois.edu/course/cs357-f14
Back to course page. You're not currently signed in. Sign in ». This is the fall 2014 version of CS357. If you'd like to sign up, please find the current edition of it. The version of spring 2015 is here. Numerical Methods (CS 357) Fall 2014. In rooms 1404 (lecture). And 1304 (live video). Philip N Klein, $31 Paperback, Newtonian Press, 2013. Data-Driven Modeling and Scientific Computation: Methods for Complex Systems and Big Data. J Nathan Kutz, $40 Paperback, Oxford University Press, 2013. A Python IDE...
relate.cs.illinois.edu
CS357: Spring 2015 - RELATE
https://relate.cs.illinois.edu/course/cs357-s15
Back to course page. You're not currently signed in. Sign in ». Numerical Methods (CS 357) Spring 2015. Tue/Thu 12:30pm-1:45pm (M) / 3:30pm-4:45pm (N) / Catalog. Activity: Complexity of linear system solve. The Python language (from the SciPy Lectures). Numpy (from the SciPy Lectures). Demo: Arithmetic on Squiggles. View on the web. Demo: Python 1: Types. View on the web. Demo: Python 2: Names and Values. View on the web. Demo: Python 3: Indexing. View on the web. Demo: Python 4: Control flow. View on th...
