Angular CLI Cheat Sheet
T he Angular team has brought in a really handy tool to bootstrap the Angular application and also to add a new feature to the app. The tool is known as angular-cli. To install angular-cli to the system we need to install nodeJS. Once we have installed it we need to install npm dependency angular-cli globally. Once installed, open the terminal/ command prompt and run a command: ... Read More
Using an expected value for the designed Machine Learning solutions
Expected value can help you effectively sell your designed machine learning solutions to businesses. It summarizes the results from the developed machine learning model and gives a way to explain results to businesses effectively. Want to know how? ... Read More
Support Vector Machines Detailed Explanation
There are a lot of algorithms like logistic regression, Naive Bayes, etc that are used to solve classification problems. Though these algorithms are popular and used across the industry, they fail to classify complex classification tasks like image classification, voice detection, etc. Support Vector Machines are also known as SVM which are capable of dealing with quite complex problems, where models like logistic regression mostly fail. A few of the properties and use cases of the SVM algorithm are: ... Read More
Confound between Covariance and Correlation? Me too.
How covariance and correlation are different from one another? What is causation and is it different? In this article, I have explained differences and have also covered different types of correlations such as Pearson correlation Kendall rank correlation, Spearman correlation, and Point-Biserial correlation. ... Read More
SQLAlchemy - ORM for Python
The post explains about the SQLAlchemy package which is used for connecting to the Object -Relational databases (SQLite, Postgres, MySql etc). Here we will be discussing about how to connect to the database using SQLAlchemy package and create database, create tables in database, Inserting data in the tables, various ways to select data from the table, Delete operations, update operations and lot more. This post assumes that reader has basic knowledge about SQL. ... Read More
Unit testing Angular Application
Written test cases may look like burden initially. But in the long run, it has been proved that it is easy to maintain and test applications which have unit test cases written. In this post, we will understand the importance of test cases and will understand how it works with the project created with angular CLI. ... Read More
Dependency injection in Angular 2
I f you have some experience with AngularJs, you would know what Dependency injection is and how to use it. Whenever we need some third-party functionality we just inject it. But if you don't know there is nothing to worry as I am going to explain from scratch how it works in Angular 2. ... Read More
A complete guide to the Probability Distribution
In a detailed explanation of the probability distribution. The post covers six different types of continuous and eight different types of discrete distribution. The post will help beginners as well as experienced professionals to grasp in-depth knowledge about the topic. ... Read More
