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Featured insights from the AskHandle team.

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Is it possible to use CPU to do GPU's work in theory?

April 25, 2025 · Lillian Kim · 3 min read

In the world of computers, the Central Processing Unit (CPU) and Graphics Processing Unit (GPU) serve different purposes. CPUs handle general tasks, running the operating system, executing applications, and managing input/output operations. GPUs, on the other hand, are specialized for parallel processing tasks like rendering graphics or performing complex calculations in scientific computing. This article explores whether, in theory, a CPU can take over the responsibilities of a GPU.

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April 25, 2025
The Classification Problems and Their Solutions in Machine Learning
Dustin Collins · 3 min read
Classification problems are vital in machine learning (ML) and artificial intelligence (AI) applications. They play significant roles across various industries, including healthcare and finance. Classification involves categorizing data into predefined classes or groups. The goal is to predict the class of an unlabeled instance based on input features. Addressing these problems accurately is essential for decision-making in different fields.
April 24, 2025
How to Reset 2FA When You Lose Access to Your Phone Number
Jessy Chan · 3 min read
Losing access to your phone number used for two-factor authentication (2FA) can be frustrating. It can prevent you from logging into your accounts, and the process to regain access may seem complicated. This article will guide you step by step on what to do if this situation happens.
April 24, 2025
What jobs does a large scale data center offer?
Nina Kimes · 3 min read
Large scale data centers are central to the operation of many modern businesses and internet services. They store, process, and transmit massive amounts of data daily. These facilities are complex and require a wide range of skilled professionals to keep them running smoothly. This article explores the various jobs available in a large scale data center and what roles are involved in maintaining its operations.
April 24, 2025
Introduction to Using the NVIDIA CUDA Toolkit
Alicia Gopin · 3 min read
The world of computing is vast and sometimes, to truly unleash the full potential of your machine especially for complex tasks like data science, 3D modeling, or even gaming, you need more power. That’s where the NVIDIA CUDA Toolkit comes into play. This toolkit leverages the power of NVIDIA’s graphics processing units (GPUs) to boost the performance of your applications through parallel processing.
April 24, 2025
How to Install LLaMa 3 on Your Computer
Vitalii Sventyi · 3 min read
Meta has introduced LLaMa 3, their latest Large Language Model. This model offers a dynamic tool for individuals, creators, researchers, and businesses. LLaMa 3 features models ranging from 8 billion to 70 billion parameters, providing diverse capabilities for various applications. This guide outlines the steps required to install LLaMa 3 on your computer.
April 23, 2025
What Is a Hybrid Mobile App and Why Is It a Good Approach to App Creation?
Dustin Collins · 3 min read
Mobile apps have become a crucial part of everyday life. When it comes to building these apps, there are different approaches developers can take. One popular method is creating hybrid mobile apps. This article will explain what hybrid mobile apps are, why they are a good choice for app development, and how the user experience compares to native apps.
April 23, 2025
What Is NVIDIA's Accelerated Computing?
Junjie Shi · 3 min read
Accelerated computing enhances the processing speed of computers for complex and data-intensive tasks. Traditional computing relies on central processing units (CPUs), which handle data sequentially, processing one instruction at a time.
April 23, 2025
Building a RAG System with OpenVINO and LangChain
Vitalii Sventyi · 3 min read
A RAG (Retrieval-Augmented Generation) system is a cutting-edge tool in the world of artificial intelligence (AI) that enhances the capabilities of language models by combining data retrieval with text generation. This approach not only generates more accurate and contextually relevant answers but also opens up new possibilities for creating smarter AI systems. In this tutorial, we will explore a step-by-step guide on how to set up a RAG system using OpenVINO, an AI performance toolkit from Intel, and LangChain, a library for building language model applications.
April 22, 2025
What Does a Data Labeler Do Every Day?
Emily Henderson · 3 min read
Being a data labeler might not be a household name, but this role is crucial in building the technology we use every day. From autonomous cars to voice recognition, data labelers help make these innovations possible. This article explains what a data labeler does each day, including the tasks they handle and the skills they need.
April 22, 2025
The Creation and Benefits of ReactJS
Volodymyr Siedykh · 3 min read
In the fast-paced world of web development, tools and frameworks that simplify processes, enhance performance, and improve user experience are highly valued. ReactJS stands as a beacon in this landscape, favored by developers for its efficiency and flexibility. Born out of necessity, tailored by innovation, and embraced by the community, ReactJS has carved its niche in the front-end development realm. Let's explore the origins of ReactJS and highlight some of the compelling advantages it offers to developers and businesses alike.
April 22, 2025
Exploring the Versatility of Open Source LLM Models like Llama
Nina Kimes · 3 min read
In the expansive digital universe, where artificial intelligence (AI) continuously reshapes how we interact with data and each other, choosing the right tools can be a pivotal decision. Recent developments have introduced a myriad of AI models that can be utilized in various aspects of technology and business. Among these, Large Language Models (LLM) like OpenAI's offerings (think of models like ChatGPT) have gained significant popularity. Yet, there's a fresh wave of interest in open-source alternatives like Llama, which present a different set of advantages worth considering.
April 22, 2025
Can I Use Macbook To Run CUDA?
Jessy Chan · 5 min read
CUDA, short for Compute Unified Device Architecture, is a powerful tool developed by NVIDIA that enhances computing performance by utilizing the power of the graphics processing unit (GPU). This technology is valuable for deep learning, complex calculations, and high-quality visual rendering.
April 21, 2025
How to Download LLaMA from Hugging Face
Nina Kimes · 3 min read
Welcome to the exciting world of LLaMA, the latest hot topic in the field of artificial intelligence! This flexible model has been creating waves for its effectiveness and efficiency. If you're curious about how to get your hands on this technology through Hugging Face(https://huggingface.co/), then you've landed in the right place. Let’s walk through the steps with a sprinkle of fun and a dash of simplicity!
April 21, 2025
Can Open Source Software Limit SaaS Development?
Ben Larson · 3 min read
Open source software (OSS) is a popular tool for developers. It saves time, offers transparency, and allows code modification. Many companies use OSS when building Software as a Service (SaaS) products. But some licenses come with rules that may limit how the software can be used.
April 20, 2025
Why ReactJS Is a Top Choice for Web Developers
Melissa Olson · 3 min read
ReactJS is one of the most popular tools for building user interfaces on the web. It’s known for being fast, flexible, and easy to learn. Many developers choose React when building websites or apps that need to update quickly and handle a lot of user interaction.
April 20, 2025
Getting Started with Intel OpenVINO Toolkit
Steven Moore · 3 min read
Understanding and leveraging the power of AI and computer vision is a thrilling journey of endless possibilities. Intel's OpenVINO toolkit is a fantastic place to start, especially if you aim to optimize deep learning performance across a variety of Intel hardware. Designed to fast-track development and enhance performance, OpenVINO stands for Open Visual Inference and Neural Network Optimization. This guide is your friendly companion to kick start your OpenVINO adventure with simple steps and easy Python code examples.
April 19, 2025
Which App Development Tool Should You Use?
Ben Larson · 3 min read
Want to build an app but don’t know which tool to use? Whether you’re targeting iOS, Android, or both, the right software can make a big difference—especially for beginners. Here are some top options to get you started.
April 19, 2025
The Tale of Early Internet and Telephone Cables
Elise Taylor · 3 min read
The story begins with the birth of the internet. Before the sleek smartphones and high-speed Wi-Fi we use today, there was ARPANET, the granddaddy of the internet. ARPANET was initially a government initiative by the United States to help scientists and researchers share information efficiently. As the needs expanded, so did the methods of connecting to this fledgling network.
April 19, 2025
Can AI Master Tetris?
Aria Singh · 3 min read
Tetris, a puzzle game known worldwide, has been capturing the attention of players since the 1980s. Its simple yet addictive gameplay involves rotating and arranging falling blocks called Tetriminos to create and clear complete lines. While humans have played and enjoyed Tetris for decades, a new question arises: Can AI become a master of this classic game?
April 18, 2025
What Exactly Is a Java Virtual Machine?
Annie Hayes · 5 min read
You might have heard about Java, a popular programming language used for building websites, apps, and large business systems. When people talk about Java, another term often comes up: the JVM, or Java Virtual Machine. Let's break down what it is in simple terms.
April 18, 2025
Reducing AI Hallucinations Through Fine-Tuning
Alicia Gopin · 5 min read
AI systems have made great progress in generating natural language and assisting with various tasks. But one challenge that continues to affect their effectiveness is AI hallucinations—where the model generates incorrect or fabricated information that seems plausible. This issue can be a significant barrier, especially when these models are used for critical applications, such as in healthcare, finance, or customer service. Fortunately, one effective way to reduce these hallucinations is through a process called fine-tuning.
April 18, 2025
Understanding How Computer Chips Work
Billy Ewing · 3 min read
Often smaller than a postage stamp, computer chips are powerhouses of complexity and capability. They're at the heart of everything electronic, from smartphones and laptops to washing machines and sophisticated digital cars. Have you ever wondered what goes on inside these chips? Let's explore their magic in simple terms!
April 18, 2025
The Art of Web Design: Exploring Beyond Flat and Minimalistic
Volodymyr Siedykh · 3 min read
Web design is like fashion; it changes with the times, influenced by technology, culture, and user preferences. There was a time when website design was all about flashy animations and an overload of graphical elements. Then came a wave of change that leaned towards simplicity and user-friendliness—flat and minimalistic design became the trendsetter.