Machine Learning

SINCE 2013

28th March 2026
xpertlab it company junagadh mobile application development website deveropment company
28th March 2026
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Flask vs FastAPI: Which Python Framework Should You Choose in 2026?

Introduction Python remains a dominant backend language, but the choice of framework significantly impacts performance, scalability, and developer productivity. Two leading frameworks—Flask and FastAPI—represent different eras of backend design: This article presents a quantitative and architectural comparison to help engineers make informed decisions. 1. Architecture: WSGI vs ASGI Flask (WSGI) FastAPI (ASGI) Key Insight Feature Flask (WSGI) FastAPI (ASGI) Concurrency Model Blocking Non-blocking WebSockets No native Native Async Support Limited First-class 2. Performance Benchmarks Raw Throughput (Requests per Second) Framework RPS (Approx) Flask 2,000 – 5,000 FastAPI 15,000 – 30,000 Benchmarks based on Starlette/Uvicorn vs Flask/Gunicorn under similar hardware conditions. […]
4th February 2026
How-to-Become-a-Developer-from-Zero-to-Hero xpertlab technologies private limited
4th February 2026
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How to Become a Developer from Zero to Hero

The journey from complete beginner to skilled developer might seem daunting, but thousands of people make this transition every year. Whether you’re switching careers, fresh out of school, or simply curious about coding, this roadmap will guide you through the essential steps to becoming a proficient developer. Understanding What “Developer” Really Means Before diving in, it’s important to recognize that “developer” is a broad term. You could become a web developer, mobile app developer, game developer, data engineer, or specialize in dozens of other areas. The good news? The fundamental skills overlap significantly, so you can start with the basics […]
28th November 2025
XpertLab Technologies Private Limited
28th November 2025
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AI agent vs. AI chatbot: Key differences and features

What is an AI chatbot? An AI chatbot is a tool that follows pre-defined rules to interact with customers. It’s programmed to recognize keywords in customer messages and respond with scripted answers that guide users through a limited set of interactions. These systems rely on basic natural language processing (NLP) to identify common phrases and match them to pre-built responses. As a result, they can’t personalize responses beyond what’s explicitly programmed. AI chatbot use cases AI chatbots are beneficial primarily for managing repetitive tasks that follow rule-based patterns. They can provide automated support for common inquiries, streamlining the customer experience. Some typical use cases include: […]
22nd November 2025
n8n blog XpertLab Technologies Privet Limited
22nd November 2025
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n8n: The Ultimate Open-Source Automation Tool for Your Business

In today’s fast-paced digital world, automation isn’t just a convenience—it’s a necessity. n8n is an open-source workflow automation tool that allows businesses and developers to connect apps, automate repetitive tasks, and create complex workflows without writing extensive code. What is n8n? n8n (pronounced “n-eight-n”) stands for “Node for Node.” It is a free, open-source automation platform that helps you integrate different apps and services. Think of it as the “glue” that connects your digital tools, whether it’s WordPress, Slack, Gmail, or AI platforms like OpenAI. Unlike some automation tools that limit functionality behind paid tiers, n8n gives you full control […]
21st June 2025
celery-redis
21st June 2025
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Run background jobs in Python with celery and Redis

Python Hi Folks, when I was working on rails or node I was very used to using Sidekiq or bull-queue for the background job when I recently started using Python I came across some use cases where we had to use background services for our backend system. In this blog, I will discuss how we overcome this with the help of Redis and celery. What is celery? Celery is an open-source, distributed task queue system for handling asynchronous and periodic tasks in Python applications. What is redis? Redis is primarily an in-memory data store and it can store different types […]
24th April 2025
Multimodal AI: The Future of Human-Like Understanding
24th April 2025
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Multimodal AI: The Future of Human-Like Understanding

Multimodal AI: The Future of Human-Like Understanding. In the evolving world of artificial intelligence, Multimodal AI is emerging as a breakthrough that brings machines one step closer to understanding the world like humans do. But what exactly is it—and why is everyone in tech talking about it? 🧠 What Is Multimodal AI? Multimodal AI refers to systems that can process and combine multiple types of data—such as text, images, audio, and video—to understand and respond like a human would. Humans naturally do this:You see a dog, hear it bark, and read a sign saying “Beware of Dog.” Your brain merges […]
28th January 2025
Best Language For Machine Learning
28th January 2025
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Best AI Programming Languages

If you’re interested in pursuing a career in artificial intelligence (AI), you’ll need to know how to code. But where do you start? What is the best programming language for AI? And what platforms should you begin with? This article will provide you with a high-level overview of the best AI programming languages and platforms and their key features. As it turns out, there’s only a small number of AI programming languages are commonly used in practice. Key Takeaways Best AI Programming Languages for Machine Learning Development Here are the most popular languages used in artificial intelligence, along with their […]
9th February 2024
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9th February 2024
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Exploring OCR with OpenCV and PyTesseract

The utility of OCR extends beyond its applications in various domains, from document digitization to text extraction in images. In this blog, we are exploring the performance and reliability of OCR using OpenCV and PyTesseract on a diverse set of images. The blog comprises two key phases: The results will shed light on the accuracy and challenges associated with OCR, providing insights into its potential applications and limitations. Experimental Setup Step 1: Library Installation Before commencing the experiment, we installed two crucial libraries: Here’s how we go about it: Step 2: OCR Text extraction from a Grayscale Image Our journey […]
6th November 2023
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6th November 2023
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Django 5 Release

Hello Coders! As announced on the official Django site, the Django 5.0 Version is out. The changes provided in this version are listed below. Curious minds and cutting-edge developers can test the new features by using the latest Django 5.x release: ✅ Options for declaring field choices in Django Field.choices(for model fields) and ChoiceField.choices(for form fields) allow for more flexibility when declaring their values. In previous versions of Django, choices should either be a list of 2-tuples, or an Enumeration types subclass, but the latter required accessing the .choices attribute to provide the values in the expected form Django 5.0 adds support for accepting a mapping or a callable instead of an iterable, and also no longer […]
1st August 2023
Pytorch
1st August 2023
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What is PyTorch?

PyTorch is an open source machine learning (ML) framework based on the Python programming language and the Torch library. Torch is an open source ML library used for creating deep neural networks and is written in the Lua scripting language. It’s one of the preferred platforms for deep learning research. The framework is built to speed up the process between research prototyping and deployment. The PyTorch framework supports over 200 different mathematical operations. PyTorch’s popularity continues to rise, as it simplifies the creation of artificial neural network models. PyTorch is mainly used by data scientists for research and artificial intelligence (AI) applications. PyTorch is released under […]
3rd June 2023
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3rd June 2023
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Mojo: The Programming Language for AI That Is Up To 35000x Faster Than Python

Introducing Mojo — the new programming language for AI developers. MOJO is to Python what Typescript is to Javascript. I know what you might be thinking — a new AI programming language to learn from scratch … Well, I have good news, Mojo is designed as a superset of Python, so if you already know Python learning Mojo shouldn’t be hard. But that’s not all. Mojo combines the usability of Python with the performance of C obtaining a speed that is up to 35000x faster than Python. If you’re into AI and already know Python, Mojo is definitely worth a […]