Computer Basics PDF
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This document provides a general overview of computer hardware and software, including artificial intelligence concepts. It details computer components like the processor and storage devices, and explains the key elements of AI, such as machine learning and deep learning. The document also covers the history of computing.
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# Computer Basics ## Hardware - **Netzteil:** - Provides power to all of the computer's components. - Crucial for stability and quality. - **Mainboard:** - Central hub connecting all components. - Provides connections (USB, audio) and a platform for the CPU and RAM. - Different...
# Computer Basics ## Hardware - **Netzteil:** - Provides power to all of the computer's components. - Crucial for stability and quality. - **Mainboard:** - Central hub connecting all components. - Provides connections (USB, audio) and a platform for the CPU and RAM. - Different form factors (ITX, Micro-ATX, ATX) determine the size of the case and power supply. - **Processor:** - Also known as the CPU (Central Processing Unit), it performs all calculations. - Key factor in computer speed. - Choose from AMD and Intel, with the choice dependent on the motherboard platform. - Typically cooled by a heat sink to dissipate heat. - **RAM:** - Also known as Random Access Memory, it is the main memory of the CPU. - Stores temporary data for programs and calculations. - Located near the CPU socket on the motherboard for faster access. - **Graphics Card** - Also known as GPU (Graphics Processing Unit), it is crucial for gamers. - Responsible for displaying images on the screen. - The speed and memory size of the graphics card are important for gaming performance. - Some newer PCs have the GPU integrated directly into the CPU. - **Hard Disk Drive (HDD)** - Traditional storage medium for computers. - Stores data. - Mechanical, meaning it has moving parts, which can make it slower and louder than SSDs. - **Solid State Drive (SSD)** - Newer storage medium. - Faster and quieter than HDDs. - **Optical Drive** (CD/DVD/BluRay) - Allows computers to read and write data to optical discs like CDs, DVDs, and BluRay discs. ## Software ### Artificial Intelligence - **Are AI Programs Objective?** - No, AI programs are not inherently objective. - Their decisions are based on the training data and algorithms used. - These can contain human biases. - Example: A recruitment AI could discriminate against women if it's trained on historical data that favors men. ### Types of AI - **Artificial Intelligence (AI)** - Mimics human intelligence to perform tasks. -**Machine Learning (ML)** - Uses statistical methods to learn from data without explicit programming. - **Deep Learning (DL)** - Utilizes neural networks to allow the algorithm to evolve independently. ### Search Engines and AI - **Search Engines:** - Can operate without AI but often use it to personalize results. - AI helps filter results based on user preferences. - AI uses click rates to determine the quality of search results. - AI uses data analysis to understand user preferences and tailor search results. ### The EVA Principle - **The EVA principle (Input, Processing, Output)** is a foundation of computer processing: - **Input:** Information is entered into the computer (e.g., typing, clicking). - **Processing:** The computer processes the information. - **Output:** The result of the processing is displayed (e.g., on the screen, printed, or sent to a file). ### Common AI Features - AI-powered programs often have these features: - Automate complex tasks. - Process natural language. - Analyze images and videos. - Analyze large amounts of data to identify patterns and predict outcomes. - Simulate and make decisions. ### Strong AI - **Strong AI:** Hypothetical artificial intelligence that mimics human thought processes entirely. - General problem-solving abilities. - Able to acquire new knowledge and adapt to new information. - Potential for self-awareness. - Currently, strong AI exists only in science fiction (e.g., HAL 9000 from 2001: A Space Odyssey). - Aim is to achieve human-level intelligence and awareness. ### Milestones in computing * 1940s: First computers * 1956: Birth of Artificial Intelligence as a field of study * 1969: The Internet * 1970s: Touch screens * 1981: The personal computer (PC) * 1983: Mobile phones * 1991: World Wide Web and Web pages * 1993: Web browsers (Mosaic) * 1998: Google search engine * 1999: The "Internet of Things" (IoT) * 2006: Cloud Computing * 2007: The iPhone * 2009 Bitcoin