Showcased through personal experiences and tangible results.

Consistency is one of the most undervalued skills for any individual. It is nothing but something done ritualistically. It is very important for establishing yourself in this information-loaded world. Many people have put their feet into creative fields but failed, even though they are good enough. More often than not, the reason for this is not being consistent. I came to this realization after a long struggle, and I will say that I am not still at the level of consistency that I aspire to reach.

Let me tell you the power of consistency with a short story of my…


Spoken Word Poetry

I can’t fathom why the gap widened
the bridge we made got collapsed
the bonds we formed
were they so feeble
that a moment was enough for you
to let it all go …
It was all surreal for me
to have someone like you in my life
but I guess you were not involved
in me as I was into you …
The air smelled intoxicating
when you were near me
but what you did other than
toxicating my heart for everyone else was nothing …
I kept hoping as we fall more in love
we get more closure and closer
but neither you fell in love
nor we reached the paradise …
Your arms, your…


Don’t Lose Your Passion

Success is bringing happiness into your life. Never lose your passion by allowing it to die. The faster getting ahead, making great money, having a lavish lifestyle, getting the house and the car, the whole checkbox kind of life. This is society definition of success.

Don’t let your passion die away. Sometimes it’s very difficult to understand or realize that you’re letting your passion die away.

Recently I realized the I was doing the same because once your passion dies, once your interest dies, I seriously don’t know what comes after that because I’ve not let myself reach that…


Why humans need closure to move on?

Life is never easy. If you feel like it is getting easy then you are not fighting enough problems in your life that are worth giving shit about.

Closure plays a very important in our lives. The closure is nothing but a human’s ability to move past a situation or an experience. The experience need not be a pleasant one, it can be a soul-wrenching one. The closure allows one to move on. We need closure in situations, especially when things do not transpire the desired way. This post talks about closure, which is something I believe every human in…


Changing Your Mind Shows Strength, Not Weakness

It is never too late to start or learn or begin again or change your mind. Changing your mind shows strength, not weakness. In this post, I will talk to you guys about the mindset of starting by drawing from the lives of a few influential people and my own personal life.

We are always terrified of change but we should know that the only thing constant in life is change. This change has a lot of variabilities. It completely depends on the individual. …


Spoken Word Poetry

I don’t know what is happening,

I don’t know if I am being obsessive,

I don’t know what this feeling is,

I don’t know whether its love,

I don’t know how am I feeling,

I don’t know what to say these days,

I don’t know if I am being infatuated,

But …

I know I want to talk to you,

I know I want to empathize with you,

I know I want to write poems and letters to you,

I know I want to share my dreams, my fears and my hopes with you,

I know I want to tell the world about you,

I know I want to spend every waking minute with you,

I know I want to fall in love with you,

But if you fall in love with me. What would you do?

© Tarun Gupta

Thank you for reading my poetry.


Its concepts and implications in Machine Learning

With every passing day, the number of people in Data Science is increasing. Everything can be boiled down to its essentials, which is knowing your fundamentals in any academic/research setting. In the past, I have shared my knowledge about topics such as Types of Data Sets, Data Preprocessing, Data Preprocessing in Python, Linear Regression, Decision Trees, and Naive Bayes Classifier.

In this post, I will discuss the concepts of clustering. Clustering is a subset of Unsupervised Learning. It bears a vital role in Data Science. To say naively, the purpose of clustering to identify patterns within unstructured data. It applies…


A Brief Conceptual Overview

With every passing day, the number of people in Data Science is increasing. Significantly, the domain of Deep Learning is an essential talking point of the Data Science community. Nevertheless, the fundamentals are the essentials in any academic/research setting. In the past, I have written about topics such as Types of Data Sets, Data Preprocessing, Data Preprocessing in Python, Linear Regression, Decision Trees, and Naive Bayes Classifier.

In this post, we will discuss the concepts of Artificial Neural Networks (ANNs). Understanding of ANNs is a must to apply advanced Deep Learning (DL) to real-world problems. These days, we use DL…


A python3 and scikit-learn implementation

With every passing day, the number of people in Data Science is increasing. Especially, the domain of Deep Learning is the most essential talking point of the Data Science community. But everything can be boiled down to its essentials, which in any academic/research setting is knowing your fundamentals. In the past, I have shared my knowledge about topics such as Types of Data Sets, Data Preprocessing, Data Preprocessing in Python, Linear Regression, Decision Trees and Naive Bayes Classifier.

In this post, I will discuss a very simple implementation of Artificial Neural Networks (ANNs) using scikit-learn. Understanding of ANNs is a…

Tarun Gupta

Fiction Writer / Poet, also sharing inspiring stories about living a life with a better perspective. Also a Data Scientist. Twitter: @mistakenlyhuman

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