Machine-Learning (Algorithms solved with simple solutions)

Find easy to learn solutions to various Machine Learning algorithms and concepts.

Getting Started

You should have the basic understanding of all the different Machine Learning concepts.
Udemy has rich set of courses available on Machine Learning.

Prerequisites

Python3, Pycharm or repl.it for testing your built code. Other than that, I've also used TensorFlow, Keras, Numpy, Pandas, MatplotLib, etc.

Installing Pycharm and Python 3

You can get Pycharm community version from Pycharm.
Command to install Python3 in Linux below:

sudo apt-get update
sudo apt-get install python3.6
sudo apt-get install python3-setuptools

Installing TensorFlow and Keras

Refer the installation process of TensorFlow here.
PIP to install CPU-version of TensorFlow:

sudo pip install tensorflow

PIP to install GPU-version of TensorFlow:

sudo pip install tensorflow-gpu

PIP to install Keras:

sudo pip install keras

PIP to install Matplotlib:

sudo python -m pip install -U pip
sudo python -m pip install -U matplotlib

PIP to install NUMPY:

sudo apt-get install python3-pip  
sudo pip install numpy

PIP to install PANDAS:

sudo apt-get install python3-pip  
sudo pip install pandas

Cloning this repo

Clone this repository with the following command:

git clone https://github.com/LITDataScience/machine-learning.git