Categories

Category: Cheat Sheets

Cheat Sheets
Analytics India Magazine

Cheatsheet | Image Blurring With OpenCV

In order to remove noise from an image, images are blurred or made less clear. This isusually done with low pass filter kernels and helps

Cheat Sheets
Analytics India Magazine

CheatSheet | Long Short-Term Memory (LSTM)

Recurrent neural networks possess a problem of vanishing gradients and eventually running out of memory to save essential information. To overcome this a modified version

Cheat Sheets
Analytics India Magazine

CheatSheet | MATPLOTLIB

Matplotlib is a plotting library in Python for creating two and three-dimensional plots. All plotting is done with respect to x and y axes. To

Cheat Sheets
Analytics India Magazine

CheatSheet | Random Forest in R

A random forest model acts as an ensemble consisting of multiple decision trees. Each decision tree in the random forest takes inputs and gives the

Cheat Sheets
Analytics India Magazine

CheatSheet: Python Collections

Python Collections are containers that are used to store collections of data thatare list, dictionary, tuple, etc. These are built-in collections. Several modules havebeen developed

Cheat Sheets
Analytics India Magazine

CheatSheet: Decision Tree in R

A decision tree is a machine learning algorithm that represents the inputs and outcomes in the form of a tree. They are used for building

Cheat Sheets
Analytics India Magazine

CheatSheet: Random Forest in Python

Random Forest is an ensemble tree-based algorithm. It consists of a set of decision trees that are randomly selected from a subset of the training

Cheat Sheets
Analytics India Magazine

Machine Learning Cheatsheet: Streamlit

Streamlit is an open-source Python library that makes it easy to buildbeautiful custom web-apps for machine learning and data science. Streamlit lets you create apps

Cheat Sheets
Analytics India Magazine

Cheatsheet | File Handling In Python

File handling provides a mechanism to store the output of a program in a file and toperform various operations on it. Python too supports file

Cheat Sheets
Analytics India Magazine

Machine Learning CheatSheets: Basic Plots In R

R Programming language has numerous libraries to create charts and graphs.The R library comes with a set of built-in methods for data visualizationwhich are discussed