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Autoregressive models are one of the most important ideas in time series forecasting and sequence modeling. The name may sound technical at first, but the concept is surprisingly intuitive. An autoregressive model predicts the next value by looking at previous values. That is the core idea. For example, tomorrow’s temperature may depend on the temperatures […]
Autoregressive Models: Predicting the Future Using the Past Read More »
The results from 2025 are intriguing. Screens are part of everyday life that many of us use for work, communication and entertainment. However, there are also signs that people are limiting their screen time. The total hours we are spending on screens has not really changed, but digging deeper, there is some change. We are
It took ChatGPT two and a half years to go from “meme of the month” to one of the most popular services on the Internet. When it was first released, in November 2022, as a front-end for large language models, nobody could have predicted that by mid-2025 it would be something that nearly every profession
ChatGPT Statistics 2025: Usage, Demographics, Revenue, and Market Share Read More »
Few digital media platforms have made as big an impact as TikTok. But since the late 2010s, TikTok has matured from an experimental short-form video-sharing platform into a cultural (and revenue-sharing) phenomenon. Today, TikTok not only sets the agenda for social media, but the way we create and consume media in general. In this article,
TikTok Statistics 2025: Users, Growth, and Global Trends Read More »
Influencer marketing has grown into the most data-driven division of digital marketing. It stands exactly where content meets AI-powered analytics meets psychology. But, before I give you the details, here are some interesting statistics: Since its humble start in 2016, the global influencer market is expected to grow into a $32 billion industry by 2025.
You probably solved Bayes’ Theorem in college and decided you’re “good at statistics.” But interviews reveal something else: most candidates don’t fail because they can’t code. They fail because they can’t think probabilistically. Writing Python is easy. Reasoning under uncertainty isn’t. In real-world data science, weak statistical intuition is expensive. Misread an A/B test, misjudge
15 Probability and Statistics Interview Questions Every Data Scientist Must Master Read More »
The world of e-commerce in 2025 is perhaps the clearest example of the convergence of technology, consumer preferences, and AI. It has evolved from a platform of convenience, which it was ten years ago, to a channel of necessity today. With billions of buyers and sellers transacting on these platforms across a wide array of
But let’s get real, social media is more than a social activity. Social media has become a part of our everyday life. Over the past 10 years, social media has completely revolutionized how we communicate, shop, and live. AI has taken over what we consume and what we produce. In this article, Social Media Statistics:
Social Media Statistics: Trends, Facts, and Insights Read More »
AI will have an impact on work between 2025 and 2035 similar to that of the internet between 2000 and 2010. The automation of this or that has grown into an under-the-radar redesign of entire practices, including recruiting and customer care, as well as writing, research, and graphics. The data we have for 2024 to
Generative AI is one of the most significant technological developments of the past decade. However, as the ability to generate content increases exponentially, the importance of detecting what is truly human-made has increased in tandem. From humble beginnings as one-trick ponies for detecting plagiarism, AI detection tools have grown into a robust ecosystem of verification,
