Tag: Example

• Non-linear Support Vector Machines in Python

  

  Code and data used can be found here: Repository  An explanation of Non-linear support vector machines: Episode 9.3 How to set up your programming environment can be found at the start of :Episode 4.3 Objective Produce a non-linear support vector machine that is able to correctly classify a pulsar star. Importing and exploring our Data We have…

  Mazen Ahmed

  Sep 16, 2021

  Classification Algorithms

  Example, Python, svms

• Multiple Linear Regression in Python

  

  Code and data used can be found here: Repository  This episode expands on Implementing Simple Linear Regression In Python. We extend our simple linear regression model to include more variables. Setting up your programming environment can be found in the first section of Ep 4.3. Importing our Data The first step is to import our data…

  Mazen Ahmed

  Aug 16, 2020

  Regression Algorithms

  Data Science, Example, linear regression in python, Machine Learning, Multiple Linear Regression Example, Multiple Linear Regression in Python

• Simple Linear Regression in Python

  

  Code and data used can be found here: Repository  From the previous two episodes you should now know the underlying theory of Linear Regression, its purpose and how we use gradient descent in optimising our parameters. You can read them here: Episode 4.1, Episode 4.2 . Setting up your programming environment All programming in this series…

  Mazen Ahmed

  Aug 5, 2020

  Regression Algorithms

  Data Science, Example, Linear Regression Example, Machine Learning, Python, Scikit learn, Simple Linear Regression Example, Simple Linear Regression Tutorial, Sklearn