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Power BI is an influential tool, shaping raw data into informative visuals and reports. With a user-friendly interface and formidable functionalities, Power BI is an invaluable platform for individuals to refine their skills through hands-on projects. By engaging in Power BI practice projects, beginners and experts can significantly augment their prowess. In this article, we will explore the leading 18 Power BI project ideas for practice in 2026, tailored to diverse proficiency levels. Power BI Projects for Beginners In this article, we delve into the world of Power BI for beginners, offering essential insights and practical projects to initiate your…

Google just dropped T5Gemma-2, and it is a game-changer for someone working with AI models on everyday hardware. Built on the Gemma 3 family, this encoder-decoder powerhouse squeezes multimodal smarts and massive context into tiny packages. Imagine running 270M parameters running smoothly on your laptop. If you’re looking for an efficient AI that handles text, images, and long docs without breaking the bank, this is your next experiment. I have been playing around, and the results just blew me away, especially considering it is such a lightweight model. In this article, let’s dive into the new tool called and check…

There is no shortage of resources available online and offline when it comes to learning Python. However, not all Python books are created equal. Some are best suited for beginners, while others are designed for experienced programmers or learners with specific goals. In this article, I have curated the best Python books across different categories to help you choose the right one for your learning journey. You will also gain a clear understanding of what each book offers and how it can support you in mastering Python programming. Why You Should Read Python Books? Python books offer a structured and…

I remember from my student days the plethora of subscriptions, fees, and payments to be made for a range of tasks. Be it learning a new skill, using the right environment for practice, or simply travelling to and from home, we had to shell money out of our pockets. But it is almost 2026 now, and gone are those days of spending huge amounts just to be a student. Thanks to a host of student discounts and benefits from service providers on a student ID, students have it much easier than ever before. Don’t believe it? Well, here is a…

Image by Author   # Introduction  As a data scientist, you’re probably already familiar with libraries like NumPy, pandas, scikit-learn, and Matplotlib. But the Python ecosystem is vast, and there are plenty of lesser-known libraries that can help you make your data science tasks easier. In this article, we’ll explore ten such libraries organized into four key areas that data scientists work with daily: Automated EDA and profiling for faster exploratory analysis Large-scale data processing for handling datasets that don’t fit in memory Data quality and validation for maintaining clean, reliable pipelines Specialized data analysis for domain-specific tasks like geospatial and…

The core idea behind Chain of Thought (CoT) is to encourage an AI model to reason step by step before producing an answer. While the concept itself is not new and is essentially a structured way of asking models to explain their reasoning, it remains highly relevant today. Interest in CoT increased again after OpenAI released a preview of its o1 model, which renewed focus on reasoning-first approaches. In this article, I will explain what CoT is, explore the different techniques that are publicly available, and test whether these methods actually improve the performance of modern AI models. Let’s dive…

As a developer, tell me if you relate to this – Docker commands are easy to understand but difficult to apply meaningfully. Out of the countless tutorials that I followed, most stopped at syntax, leaving me unsure about what to build next. (Here is an exception – A step-by-step Docker tutorial for complete beginners) As a solution, I decided to try my hand at real-life Docker projects, meant to give beginners like me a taste of the platform. I quickly found that the fastest way to understand containers, images, networking, and Docker Compose is to build small but practical projects…

Image by Author   # Introduction  Balancing classes, deadlines, and student life is already a challenge, but earning extra income doesn’t have to be.  Thanks to the rise of remote work and digital freelancing platforms, students today can access high-paying side hustles that fit perfectly around busy schedules.  Whether you prefer writing, design, coding, teaching, fitness, or content creation, there are beginner-friendly platforms that allow you to start earning immediately, often with no experience required. In this article, we will explore how students can earn through freelancing and remote work by dedicating just a few hours a day. It also included…

In machine learning and data science, evaluating a model is as important as building it. Accuracy is often the first metric people use, but it can be misleading when the data is imbalanced. For this reason, metrics such as precision, recall, and F1 score are widely used. This article focuses on the F1 score. It explains what the F1 score is, why it matters, how to calculate it, and when it should be used. The article also includes a practical Python example using scikit-learn and discusses common mistakes to avoid during model evaluation. What Is the F1 Score in Machine…

Image by Editor   # Introduction  Whether you accept it or not, agentic AI browsers are here to stay. They don’t just automate your web workflow; they help you with research, writing, understanding content, and much more. An agentic browser uses autonomous AI agents that can navigate websites, fill forms, execute multi-step tasks, and interact with web pages on your behalf. This means instead of you clicking through dozens of tabs, summarizing articles, or hunting for data, the AI agent can take care of much of that work for you. Imagine asking your browser: “Find all the latest studies on domain…