That’s it.

It is the simplest form of Regression Analysis

Example

There is a group of people that I measured, and the 2 features that I measured of these people are their weight and their high level.

Making it clear the weight on the x-axis and the high level on…


React is JavaScript Library which is declarative in nature and works great with dynamic data(unlike HTML). The React library is used for User Interfaces.

As defined earlier, React is a JavaScript library and not a Framework which raises a question:

React being a library and not a framework is good…


Lets dive right into ECMA Script

ECMA(European Computer Manufacturers Association) Script is an official specification that is generic in nature. JavaScript conforms to ECMA Script specifications which makes JavaScript interoperable across web browsers.

ECMA Script technical committee, known as TC39, makes yearly releases of ECMA Script and modern browsers implement the new features each year. …


It can be chaotic for the HR team to find the right candidate to hire for an open job position because organizations receive hundreds, thousands, or even hundreds of thousands of candidates that are available in the firm’s a resource/resume database.

It becomes almost impossible and inefficient to go through…


Very common technique in machine learning, where you just try to take a bunch of data and find interesting clusters of things, just based on the attributes of the data itself.

Sounds fancy, but it’s actually pretty simple. All we do in K-means clustering is try to split our data…


Did you ever wonder how the spam classifier in your email works? How does it know that the email might be spam or not?

One popular technique is something called, Naive Bayes, and that’s an example of a Bayesian method, so let’s learn more about how that works.

Bayes Theorem


Introduction to ML

So what is machine learning? Well if you look it up on the internet it’ll say that it’s algorithms that can learn from observational data and can make predictions based on it.

But in reality, these techniques are usually very simple: we take a set of observational data, we fit…


Recently I was training a machine learning model and found something which I have never experienced before. The model I trained worked well in the validation and testing phase.

As I deployed it and tested it against real-life cases, its accuracy just dropped drastically. …


Have you ever been in a situation where you don't know whether to use Analysis or Analytics?

Which word to use?

The similarity of the words: Analysis and Analytics lead people to believe they share the same meaning and use them interchangeably.

Technically, this isn’t correct. There is in fact…


We will build a simple form of Object Recognition System. Although the example we’ll use is very simple, it reflects many of the same key machine learning concepts that go into building real-world commercial systems.

The dataset we will use is a small, very simple, for training a classifier to…

Zain Ul Ebad

Computer Scientist | Content Writer | Intrapreneur

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