Author name: aifuturethinkers.com

Image by Author   # Introduction  The ability to collect high-quality, relevant information is still a core skill for any data professional. While there are several ways to gather data, one of the most powerful and dependable methods is through APIs (application programming interfaces). They serve as bridges, allowing different software systems to communicate and share …

Collecting Real-Time Data with APIs: A Hands-On Guide Using Python Read More »

, you should take testing your code seriously. You might write unit tests with pytest, mock dependencies, and strive for high code coverage. If you’re like me, though, you might have a nagging question lingering at the back of your mind after you finish coding a test suite. “Have I thought of all the edge cases?” …

Let Hypothesis Break Your Python Code Before Your Users Do Read More »

Sponsored Content      Is your team using generative AI to enhance code quality, expedite delivery, and reduce time spent per sprint? Or are you still in the experimentation and exploration phase? Wherever you are on this journey, you can’t deny the fact that Gen AI is increasingly changing our reality today. It’s becoming remarkably …

Generative AI Hype Check: Can It Really Transform SDLC? Read More »

Mathematics is the foundational language of the universe, providing the tools to describe everything from the laws of physics to the intricacies of biology and the logic of computer science. For centuries, its frontiers have been expanded by human ingenuity alone. At Google DeepMind, we believe AI can serve as a powerful tool to collaborate …

Google DeepMind and Google.org announce AI for Math Initiative Read More »

a small NumPy project series where I try to actually build something with NumPy instead of just going through random functions and documentation. I’ve always felt that the best way to learn is by doing, so in this project, I wanted to create something both practical and personal. The idea was simple: analyze my daily …

Using NumPy to Analyze My Daily Habits (Sleep, Screen Time & Mood) Read More »

Image by Author   # Introduction  If you have been writing code in the past couple of months, I am pretty sure you must have noticed a shift. AI is no longer something that just suggests snippets; it has gone beyond that, it’s starting to act. Developers are moving from assistive tools like Copilot to agentic …

Agentic AI Coding with Google Jules Read More »

A previous article provided a of conceptual frameworks – analytical structures for representing abstract concepts and organizing data. Data scientists use such frameworks in a wide variety of contexts, from use case ideation and validation of machine learning models to productization and operation of user-facing solutions. The framework type (e.g., hierarchy, matrix, process flow, relational …

The Power of Framework Dimensions: What Data Scientists Should Know Read More »

Image by Editor   # Introduction  Agentic AI is becoming super popular and relevant across industries. But it also represents a fundamental shift in how we build intelligent systems: agentic AI systems that break down complex goals, decide which tools to use, execute multi-step plans, and adapt when things go wrong. When building such agentic AI …

10 Essential Agentic AI Interview Questions for AI Engineers Read More »

says that “any sufficiently advanced technology is indistinguishable from magic”. That’s exactly how a lot of today’s AI frameworks feel. Tools like GitHub Copilot, Claude Desktop, OpenAI Operator, and Perplexity Comet are automating everyday tasks that would’ve seemed impossible to automate just five years ago. What’s even more remarkable is that with just a few …

Agentic AI from First Principles: Reflection Read More »

Image by Author   # Introduction  Everyone knows what comes up in data science interviews: SQL, Python, machine learning models, statistics, sometimes a system design or case study. If this comes up in the interviews, it’s what they test, right? Not quite. I mean, they sure test everything I listed, but they don’t test only that: …

The Hidden Curriculum of Data Science Interviews: What Companies Really Test Read More »