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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

XGBoost Detailed Explanation

XGBoost (Extreme Gradient Boosting) which is one of the most popular Gradient Boosting algorithms. It is a decision-tree-based ensemble Machine Learning algorithm that uses a gradient boosting framework. ... 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

Understanding blockchain as a beginner

The blockchain is a peer-to-peer distributed ledger and tracks various transactions. It is a system maintained across several computers that are linked in a peer-to-peer network. To know about the technologies involved in building the blockchain architecture refer to post Key Technologies behind blockchain. ... Read More

Build flexible and accurate clusters with Gaussian Mixture Models

There are limitations with the K-Means algorithm. Gaussian Mixture Model (GMM) is an enhancement to the K-means clustering algorithm which overcomes certain limitations. Read the post to know more about the GMM models. ... Read More

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How China is standing in between for India to become the leader in producing electricity using solar energy

In India, it is expected that the population of the country will grow by 20% in the next 3-5 years. With such growth in population, there is definitely going to be a burden on the resources such as electricity, water, etc.

Perception why private schools are better than government schools

Perception and why private schools are better than government schools. But IIMs, NITs, and IITs which are government entities are considered superior to any private college. How this perspective has been developed in Indian society?

 

 

 

Power System in India

Before we go into detail about the power crisis that India is facing, let's briefly understand how the power system works in India. The diagram below mentions the process of electricity transmission in India.

Why Indian Market are dependent too heavily on the USA stock market?

We have generally seen that the Indian stock market reflects the trends in the US stock market.

smartphone screen

The era of touch smartphone devices started with Steve Jobs jumping into the market with the first iPhone in 2007. Prior to that Nokia dominated the market with Nokia 9000 Communicator.