PCA Made Simple: A Non-Technical Guide — Nowadays we are surrounded by data, and as things start to scale up (to VERY large numbers) we needed a way to process all those data. From a business perspective, it’s best when we can do the most with the least, aka being as efficient as possible. So what if…

A Journey through the history of Neural Networks to Auto-encoders — Starting from the paper published back in 1943 by neurophysiologist Warren McCulloch and mathematician Walter Pitts, the research around neural networks started to form shape. First, it was all theory, theory about how neurons work and how they form connections with one another. …

Transforming the soundscape, the emergence of Audio-to-Text AI Models AI models that convert text to images were just the beginning. …

Unpacking the AI Revolution, what's next for language models?? Microsoft planning to invest as much as $10 billion dollars in OpenAI to make more AI models like GPT3 or Chat GPT. It’s no doubt that we are going to have more diverse and different flavors of large language models. In…

Early Adopters, like Open AI, shaping the AI Industry AI has come a long way, and OpenAI is the perfect example of how fast the rate of AI adoption can be in the era of 2023. …

Linear & Logistic: The Relationship Between Regression Models Linear regression’s cost function minimizes the distance between data points and hence can’t be interpreted as a probability. Logistic regression is one of the most popular and easiest methods to solve classification tasks, it has its limitations but even in the deep…

A New Era of digital creativity thanks to automated workflows. Why Chat GPT has the most potential under creative minds, is simply they break the rules. They are professionally trained individuals who solve problems using their creativity. For them, this is just another tool they can break and explore with. …

From Addictions to Achievements: Mastering the Art of Habit Formation Human beings are complex creatures, sometimes we think too much of ourselves. We think we have full control of our day, however, 40% of our daily activities are actually our habits. This makes our habits a huge portion of our…

Comparing Regressions: Understanding their details and limitations Previously we got to know more about logistic regression and its history and the differences between linear regression. To recap, it’s a simple yet powerful method to perform classification. Mathematically, this means that the model will output a value between the range of…