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Having the right certificate can make all the difference. But with so many out there, getting the right one isn’t easy. That’s where Anthropic Academy comes in. Anthropic, the company behind the Claude AI models, has introduced a learning platform through its Skilljar academy that offers structured AI courses designed for building modern AI systems. These courses cover topics like AI fundamentals, prompt engineering, Claude APIs, cloud deployment, and AI agent frameworks. The best part? All of these courses are completely free and offer certificate of completion after finishing the final assessment. This article lists the best Anthropic Academy’s AI courses…

Image by Author   # Introduction  If you are on LinkedIn, X.com, or Reddit, you have probably noticed how many people are now using agentic AI tools to automate parts of their work and even their daily lives. What is more surprising is not just the automation itself, but the fact that many are turning these tools into real income streams. The shift in 2026 is clear. AI is no longer just a chatbot that answers questions. With agentic systems, automation platforms, and coding copilots, individuals are building small systems that handle research, outreach, content, and even product development. You no…

Have you ever wanted faster type checking for Python without slowing down your workflow? Tools like MyPy can catch type errors, but they often feel slow or disconnected from the editor experience. This is where Pyright comes in. Pyright is a standards-based static type checker for Python designed for speed and fast feedback. It runs both as a command-line tool and as a language server, enabling real-time diagnostics while you write code. It integrates closely with Microsoft’s Python tooling and works across editors through the Language Server Protocol (LSP). What is Pyright? Pyright uses a project-based configuration system that defines which files are…

Suppose there is a smart computer in your cell phone. It responds instantly, knows your language, and is completely functional even without the internet. This AI will keep your information confidential on your device. It does not need any additional charge per question. Such is the future that Sarvam Edge is creating in India. Sarvam Edge is a form of AI that takes the form of power to our devices and alters our relationship with technology as we know it. This guide will demonstrate to you what Sarvam Edge is and what it is capable of. You can begin building…

OpenAI is out with a major update, building on its GPT-5 series with the all-new GPT-5.4. Introduced as GPT-5.4 Thinking, the model will also come with a GPT-5.4 Pro version for those seeking “maximum performance” on complicated tasks. Even the base version comes with a plethora of improvements over the outgoing GPT-5.2. These upgrades range across reasoning, coding, and agentic workflows, along with some nifty little features that users are sure to love. For instance, OpenAI says that the GPT-5.4 Thinking will let you adjust the course of its thinking in the middle of a response. This means more appropriate…

Image by Editor   # Introduction  Python decorators are tailor-made solutions that are designed to help simplify complex software logic in a variety of applications, including LLM-based ones. Dealing with LLMs often involves coping with unpredictable, slow—and frequently expensive—third-party APIs, and decorators have a lot to offer for making this task cleaner by wrapping, for instance, API calls with optimized logic. Let’s take a look at five useful Python decorators that will help you optimize your LLM-based applications without noticeable extra burden. The accompanying examples illustrate the syntax and approach to using each decorator. They are sometimes shown without actual LLM…

Whenever I am to suggest a new AI tool to someone who is just starting out, there is one name I know can bring them unprecedented value. NotebookLM, the famous AI tool by Google, is just one-too-many solutions wrapped into a neat package of an “AI research tool.” It can summarise your notes, find you answers from deep within, create podcasts in seconds, and even help you learn with a plethora of visual aids. And now, Google has further improved it with a new upgrade – NotebookLM now has Cinematic Video Overview. The name of the latest NotebookLM feature is…

You don’t always go for a benchmark score to see which AI model fits your needs. Even the highest ranking models sometimes seem to miss the essence of a conversation entirely. What matters then is how fluid and helpful your conversations with AI are. Taking a step in this direction, OpenAI has now introduced an update to the GPT-5.3 Instant, with a focus on quick responses, but in a better way than ever before on ChatGPT. How? The new update marks improvement in core user experiences like tone, relevance, and conversational flow. OpenAI says that the GPT‑5.3 Instant is a…

Image by Author   # Introduction  Most engineers encounter system design when preparing for interviews, but in reality, it is much bigger than that. System design is about understanding how large-scale systems are built, why certain architectural decisions are made, and how trade-offs shape everything from performance to reliability. Behind every app you use daily, from messaging platforms to streaming services, there are careful decisions about databases, caching, load balancing, fault tolerance, and consistency models. What makes system design challenging is that there is rarely a single correct answer. You are constantly balancing cost, scalability, latency, complexity, and future growth. Should…

Image by Author   # Introduction  If you’ve been working with data in Python, you’ve almost certainly used pandas. It’s been the go-to library for data manipulation for over a decade. But recently, Polars has been gaining serious traction. Polars promises to be faster, more memory-efficient, and more intuitive than pandas. But is it worth learning? And how different is it really? In this article, we’ll compare pandas and Polars side-by-side. You’ll see performance benchmarks, and learn the syntax differences. By the end, you’ll be able to make an informed decision for your next data project. You can find the code…