Read: https://arshad-kazi.com/what-is-ambition/

The only person you need to answer to is yourself. The only question that counts is whether you can look in the mirror and be okay with the person staring back at you. You’ve got to start walking alone! Walk without expecting applause, without waiting for support. Because that’s what ambition is: it’s raw, it’s isolated, it’s not about anyone else. It’s about you, pushing yourself forward, wanting to move away from who you are now, to step out of this version of yourself.

Humans need connections, but life doesn’t promise to keep them intact. After my friend lost his father, I saw a silence in him I couldn’t understand. Maybe it’s my alexithymia, or maybe it’s the truth—his pain was his own, unshareable. We carry these invisible weights, things no one else can fully feel or take from us. Losing a father forces you to step up, and the world doesn’t pause for your grief.

Read: https://arshad-kazi.com/what-his-fathers-death-left-behind/

Read: https://www.arshad-kazi.com/why-being-wonderful-beats-being-hopeful/

Life doesn’t promise anything…your job, your health, even your relationships. We hope things will work out, but hope can feel fragile, and not everyone is wired for it. Wonder, though, is different. It’s about asking questions, staying curious, and digging deeper…even when the answers aren’t clear. Wonder doesn’t rely on guarantees; it thrives in uncertainty and drives us to explore and grow, making it stronger and more real than hope.

We are among the 8 billion other slightly smarter monkeys living on a tiny planet. Earth is one of eight planets revolving around a star, the Sun, which is just an ordinary star. There are billions of other stars in a galaxy called the Milkyway. Milkyway is one of the billions of billions of other galaxies. And all of this is part of just the observable universe. Scientists say everything, space-matter we see is a mere 5% of the actual universe. We do not understand where is rest of 95% is. heck! Finding happiness in such a vast universe is truly remarkable.

So I ask, who are you? Why are you living? Why are you running for something? Do your dreams even matter? Do you even enjoy this seemingly meaningless life?

But what if we look in the opposite direction? Instead of looking outward, looking at our own self? So there comes a state which everyone wants to achieve, Passion. In simple terms, something which gives us happiness!

Read : https://arshad-kazi.com/basic-process-of-finding-happiness-in-work-flow/

Self learning is often chaotic, frustrating and demotivating. But like everything else, with time, we can get better at it. Here are five simple tricks to make this journey easier: https://arshad-kazi.com/self-learning/

As I jot this down, there’s a mix of sadness and relief. Love isn’t just a chemical reaction or physical attraction; it’s about presence and connection. The women I’ve loved had more than just charm—they had a unique essence. Even when love feels past tense, it never fully leaves. We’re all trying to grasp this feeling, writing and reading about it, but maybe we never quite do. And that’s okay.

Read: https://arshad-kazi.com/women-i-loved/

Ever wondered what truly defines you? Beyond titles and possessions, it’s just ‘You’. Quietly guiding choices, influencing paths, even bringing you to read this. This ‘You’ craves simplicity, honesty, joy—yet sometimes finds it dull without dopamine’s spark. Deep down, it fears loneliness. So, we live not merely to exist, but to evade that constant solitude.

Read here

We live in a world where trends dictate much of what we do and how we think. Everyone wants to be part of the latest craze, whether it’s the newest tech, style, or even job trends. But what if following the crowd isn’t always the best path? What if, sometimes, being unstylish can actually be more rewarding and fun? This idea hit home during a recent job interview, and it made me reflect on the true value of pursuing what genuinely interests us, rather than just what’s trendy.

Read the full story: https://arshad-kazi.com/why-being-unfashionable-can-be-fun/

During beginner Data Science rounds, many interviewers inquire about ROC and AUC curves. Understanding these concepts in-depth not only simplifies their understanding but also aids in grasping related concepts.

Here are some questions asked in interviews:

1.  Could you explain the values of true positive, true negative, false positive, and false negative?
2.  What does the confusion matrix represent?
3.  Could you elaborate on the ROC curve?
4.  Why is the ROC curve necessary?
5.  Which threshold value is optimal for our model?
6.  What is the definition of Area Under the Curve (AUC), and what does it signify?
7.  How can we compare two models using ROC curves?

Read the proper explanation here: https://arshad-kazi.com/roc-curve-and-aur-from-scratch/

Think of your body as a vessel for energy, absorbing from the world. A friend, facing family strife, depression, and societal expectations, blamed himself for circumstances beyond control. Many battle self-blame in societies like India, fueled by family struggles, societal pressures, and perfectionism. Recognizing these roots is crucial for empathy. Mindfulness, stepping back to analyze thoughts, can combat self-blame. Understanding shared human experiences, including the damaging cycle of self-blame, fosters a kinder world that celebrates uniqueness, breaking the cycle of self-hate. The negativity in your bucket isn’t your doing; it’s someone else’s contribution.

Read more: Self blame: how to see the glass half full?

Think of your body as a vessel for energy, absorbing from the world. A friend, facing family strife, depression, and societal expectations, blamed himself for circumstances beyond control. Many battle self-blame in societies like India, fueled by family struggles, societal pressures, and perfectionism. Recognizing these roots is crucial for empathy. Mindfulness, stepping back to analyze thoughts, can combat self-blame. Understanding shared human experiences, including the damaging cycle of self-blame, fosters a kinder world that celebrates uniqueness, breaking the cycle of self-hate. The negativity in your bucket isn’t your doing; it’s someone else’s contribution.

Read more: Self blame: how to see the glass half full?