Python brings an exceptional amount of power and versatility to machine learning environments. The language's simple syntax simplifies data validation and streamlines the scraping, processing, refining, cleaning, arranging and analyzing processes, thereby making collaboration with other programmers less of an obstacle. Its user-friendly syntax and powerful tools like NumPy, pandas, and TensorFlow allow developers to build and deploy complex models with ease, making it an indispensable skill in the field. Read more
Foss : Python for Machine Learning - English
Outline: Introduction to Artificial Neural Networks Introduction to Multi-Layer Perceptron About ANN Architecture Explanation of Neuron Structure Importing necessary libraries Loading ..
Outline: About Support Vector Machine Introduction to Linear SVM Introduction to Non-Linear SVM Explanation of the California Housing dataset Importing necessary libraries Loading the..
Outline: Introduction to K-means Clustering Working of K-means Clustering Description about Silhouette Score Description about the customers dataset Importing required Libraries Loa..
Outline: Introduction to Ensemble Learning Introduction to Random Forest Importing Libraries Loading the dataset Data Preprocessing Train and Test Split Model Instantiation of Random ..
Foss : QCad - English
Outline: Introduction to QCAD Menu Items and Toolbar Drawing Objects Snapping Tools Using Layers
Outline: Drawing Methods in QCAD Cartesian Coordinate System Using Command line to Draw Objects Drawing Methods
Outline: Using Modification Tools Trim Copy Move Rotate
Outline: Using Modification Tools to Stretch and Mirror in QCAD Stretch Mirror
Outline: Using Modification Tools to Scale and Rotate in QCAD Scale Rotate Two
Foss : QGIS - English
Outline: System requirements to install QGIS Add QGIS repositories on Ubuntu Linux OS Installation of QGIS on Ubuntu Linux OS Visit the Official QGIS Website Download QGIS installer for..
Outline: Add layers to the projections in QGIS Change the color of the layer Resize the panels on the canvas View metadata information for layers in QGIS Save selected features from a l..
Outline: Create Point and Polygon shape files Digitize Point and Polygon shape files About Toggle editing and Add Feature tools Open attribute table for Point feature Open attribute tab..
Outline: Import speadsheets in CSV format to create a Point layer Convert Point layer to a Polyline layer About QGIS Geoalgorithm About WMS layers Select a WMS map from Bhuvan website ..
Outline: Load vector data in QGIS Open attribute table for the layer Learn to style vector layers using, Single symbol styling Categorized styling Gradua..
Outline: Show attribute table for a shapefile layer Show selected features from attribute table on the map Change the CRS of the layer Add columns to the attribute table Calculate stati..
Outline: Information about download and save example files from the Code files link Change Coordinate Reference System for the given layer Use Identify Features tool to view the pixel va..
Outline: Information on how to download the example files given in Code files link Add vector layer on canvas Show labels for the cities on the map About Print Composer tool Show how t..
Outline: About Google Earth Pro program. Download and install Google Earth Pro on Ubuntu Linux 16.04. Navigate Google Earth Pro. Create a point dataset for a few locations in Maharash..
Outline: Information about the Plugins Enable Core Plugins Install an External Plugin Locate a Plugin on QGIS interface Install QuickMapServices Plugin Download OpenStreetMap data Us..
Outline: Load vector layer on QGIS canvas Open attribute table for the layer About different types of combining attribute data Add Delimited Text Layer on QGIS canvas Join the attribu..