I have been recently working on a digital image processing project. Hyperparameter tuning took quite some time before I got the desired accuracy. All because of the overfitting parasite and my useless low-end hardware.

For each execution, my machine took approximately 15–20 min. 20 min to process 20 000 entries. I imagine if I had been working on a 1 million record dataset, I would have had to wait for the earth to do a complete rotation before the end of the training.

I was satisfied with the accuracy of the model. Yet, I wanted to try many other Convolutional…

I’ve always been fascinated by how Amazon, Apple, Microsoft do business. Much as they’ve consistently been competitors, no one could defeat the other. And so, the three of them beautifully monopolize the market.

Knowing the secret behind their monopoly has always lingered in my mind. What’s intriguing, though, is that none of the trio has the element of novelty. They all operate in a similar fashion. Yet, their stats are making innovative and futuristic businesses blush.

It turns out that these tech giants share the same mindset. A mindset that was injected into Amazon, Apple, and Microsoft from their inception…

I had always been a fidgety boy, running and jumping around nonstop. Day and night. And my parents were always running after me.

Despite the distress and worry my childhood brought on my parents, it somehow made them more agile and boosted their stamina. Perhaps the reason behind my hyperactivity was my premature birth — at least that’s what they told me.

Cognitive science suggests that fidgeting is a sign of inattention and lack of intelligence. My heart was crushed when I read about that for the first time. But I kept hope.

With that said, my father was a…

I can still recall the day when my math professor said, “Data science is the answer to all your questions.”

It was the first time I had heard the term “data science.” I must admit, it sounded scary — especially since the term is similar to “rocket science.”

I went straight home, fired up my computer, and Googled “data science.” I expected the engine to produce a list of articles that would provide insights into data science. Instead, I was overwhelmed by a multitude of data science online courses spearheaded by Coursera.

As a newbie to data science, I started…

Programming

In my previous article, about the slowest modern programming languages, I discussed how dynamically typed languages like Python are user-friendly and less error-prone.

It turns out not everyone agrees.

Many senior developers stated that they find working with dynamically typed languages a pain in the neck. The response below collected the bulk of the claps.

“Excuse me, what? Dynamically typed languages are less error-prone than statically-typed? Sorry, but, not in my 21 years of software development.” — Rasmus Schultz

Following this answer, I decided to compile the main reasons that would make senior developers dodge dynamically typed languages and lay…

Programming

Programming languages have been out there for decades. Each language is built to satisfy a certain need.

As of today, the world counts about 700 notable programming languages. While about 250 managed to stay afloat, the rest was dumped by the programming community. (Latest data from Wikipedia)

Performance has been always an alarming matter for programmers. While before, execution time could be measured in calendars, nowadays, it is measured in fractions of seconds. Credits go to advancements in electronics.

The speed rate by which computers evolve follows Moore’s law:

programming

Take a piece of writing. Remove the cohesive devices (However, Therefore…). And read it. Does it make sense anymore? NO! The same thing applies to code without if-else statements.

Conditional branching is a basic and mandatory programming concept. It flags a reasoning shift. The wise utilization of conditionals results in having a short, maintainable, and readable code.

That said, ever since I started coding, I took it upon myself to dedicate as much time as possible reading both senior and entry levels programmers’ codes. Here I lay the track I follow to demystify advanced code.

Surprisingly, the more I read…

Rare are those who pulled themselves up with their bootstraps and hit billionaire status. Even rarer are those who legitimately became crazy rich without education.

This was the case for Miloud Chaabi, the real estate magnate who amassed a fortune estimated at 3 Billion dollars according to Forbes Magazine. And to pile it up, this milestone was reached in an African developing country, Morocco.

Early life

Miloud was born in a remote village on the outskirts of Essaouira. He had a harsh upbringing along with a succession of unparalleled misfortunes.

His family had suffered grinding poverty for 8 years. And one of…