Browsing: Business & Startups

Companies require efficient systems for the processing of documents using AI. Developers find it really tricky to select the right model. It’s very important to select the most efficient model in terms of speed, accuracy and cost. We conduct a comparative study on three well-acknowledged AI models: DeepSeek OCR, Qwen-3 VL, and Mistral OCR. This review will lead you to better data extraction performance. Advanced Optical Character Recognition systems empower fundamental automation in business. The following review is based on production readiness and true document understanding. Careful model selection is important for correct document analysis. The results confirm which one…

Image by Editor   # Introduction  Data storytelling sits at the intersection of analytics, product thinking, and communication, making it a core component of contemporary data science practice. Given that AI tools can help to generate forecasts in seconds, the differentiator isn’t more charts — it’s clarity, relevance, and actionability. This infographic distills a reliable workflow for turning analysis into decisions. Below, we discuss each step and demonstrate how practitioners can move from “interesting numbers” to business impact.  7 Steps to Mastering Data Storytelling for Business Impact [Infographic] (click to enlarge)   # Step 1: Define the Core Question  Great stories start…

Zomato’s new MCP (Model Context Protocol) server makes it possible to order food solely using AI chat. The system was launched in 2025, and permits AI assistants like ChatGPT, Claude, etc. to directly interact with Zomato. In practice, it’s like simply say, “order a pizza nearby,” and the AI does everything. In this guide, we cover what Zomato’s MCP server is and how it works and walk through setting it up step-by-step.   By the end of this guide, you’ll have a solid understanding of how Zomato’s MCP enables seamless “zero-UI” food ordering with AI, and how to connect it with other tools like Claude Desktop or the Gemini CLI.  What…

The world of artificial intelligence rarely stands still. In fact, most of the time, it moves at a breakneck speed.  Just recently, Elon Musk went so far as to predict that in the not-so-distant future, we’ll all have a robot roommate! But not to worry: these humanoids will be as friendly as they come — see for yourself by reading the full story below. There are plenty of other tidbits to sink your teeth into, too. Enjoy! Self-driving Car Goes On The Run Self-driving cars have become a typical traffic element, just like other extraordinary vehicles (have you heard about…

Image by Editor   # Introduction  For decades, Python’s Global Interpreter Lock (GIL) has been both a blessing and a curse. It’s the reason Python is simple, predictable, and approachable, but also the reason it’s struggled with true multithreading. Developers have cursed it, optimized around it, and even built entire architectures to dodge it. Now, with the upcoming changes in Python 3.13 and beyond, the GIL is finally being dismantled. The implications aren’t just technical; they’re cultural. This shift could redefine how we write, scale, and even think about Python in the modern era.   # The Long Shadow of the GIL…

As the world debates how AI should fit into Education, the fact remains that schools and the learning system in general are already very strained. Proof? Global learning levels are slipping. The latest PISA results show the sharpest decline in student performance in two decades, especially in reading and mathematics. Schools are enrolling more students than ever, yet real learning gains aren’t keeping pace. Teachers are overworked. Students are overwhelmed. And, well, the real sense of learning is, quite frankly, just lost. This is the backdrop against which Google has released its position paper, “AI and the Future of Learning.”…

According to BCC research, the machine learning market will grow to $90.1 billion by 2026, an almost 40% uptick in five years. That shows how companies are increasingly investing in ML solutions, often looking for skilled professionals to help them create custom software.  Given the data, it’s little surprise that many people want to learn more about AI and ML and, in turn, develop the necessary skills to become a machine learning engineer. If this sounds like you, we’ve compiled a list you’ll want to read. After all — there are hundreds of online ML and AI courses out there, but only…

Image by Author   # Introduction  Raise your hand if you’ve ever frozen during a technical interview when the interviewer asked, “Walk me through your approach.” Most candidates read the question, jump straight into code, and hope muscle memory kicks in. What if you could upload an interview question into an AI tool and get a podcast explanation of your code, a visual mind map, flashcards, and a quiz? Well, you can with NotebookLM. In this article, we’ll first solve Meta’s “Recommendation System” interview question ourselves, then use NotebookLM’s six features to understand and learn from it smarter, not harder.  …

Among the list of things AI tools can help you with, video generation is arguably the most nuanced one. After all, making a video requires the peak of creativity. It combines visuals, audio, graphics, and animations, all in the most cohesive and impactful format. If there are AI video generators that can do that, what more can one ask for? Good news – they can. And here, I will tell you all about the best ones available today. These AI video generators will help you get the most cinematic outputs for ads, product videos, short films, or social content without…

Sentiment analysis offers significant business benefits, which is why more and more companies are implementing it. If you’re wondering how you can run sentiment analysis using TensorFlow Extended, we have something for you. We’ve created a free step-by-step walkthrough on how to apply BERT to sentiment analysis using TFX and Vertex AI pipelines.  But before we check out the course details, let’s look at TFX. TFX — an underrated Google tool  What do you know about TensorFlow Extended (TFX)? The tool offers a well-structured set of Google’s best MLOps practices. It also comes with a set of Google Cloud Platform-targeted…