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NEURAL NETWORKS

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          Neural networks are a type of machine learning algorithm inspired by how the human brain works. As the name suggests, neural networks consist of many neurons that are connected and communicate with each other.           Each neuron in the neural network receives input from the neurons in the previous layer and produces output which is then forwarded to the neurons in the next layer. Neural networks usually consist of three types of layers: input layer, hidden layer, and output layer.           The input layer is the first layer of the neural network that receives input from the data to be processed. The hidden layer is the layer between the input layer and the output layer which performs data processing using the activation function. The output layer is the last layer of the neural network which produces output based on the processing results in the hidden layer.      ...

MACHINE LEARNING

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                   Machine learning is a branch of computer science that studies how to build computer systems that are able to learn on their own and make decisions based on the data that has been provided. Machine learning has many applications, such as in the fields of image recognition, speech recognition, data analysis, prediction and many more.          There are three main types of machine learning: supervised learning, unsupervised learning, and reinforcement learning. In supervised learning, the system learns from examples of data that have been given with known labels. In unsupervised learning, the system learns to find patterns in data without clear labels. In reinforcement learning, the system learns from interactions with its environment and receives feedback on the actions taken.          One of the most popular machine learning algorithms is the neural network, which i...

BLOCKCHAIN TECHNOLOGY

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                      Blockchain technology is one of the latest innovations that is currently becoming the center of attention in the field of information technology and finance. Blockchain is a distributed database system that is used to record transactions and store data in a safe and reliable manner.                     The blockchain system works by securing every transaction in the form of blocks that are connected to each other like a chain (chain). Each block consists of transaction information, timestamp, and digital signature. Every time there is a new transaction, a new block is created and added to the end of the chain, thus forming a transaction record that cannot be changed or deleted.           The advantage of blockchain technology is the resulting security and transparency. Because each transaction is recorded and sto...

ARTIFICIAL INTELLEGENCE

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        Artificial Intelligence (AI) or artificial intelligence is a branch of computer science that focuses on developing technology capable of performing tasks that normally require human intelligence. This technology enables machines to perform certain tasks in a human-like manner, such as processing information, learning from experience, and making decisions.      The concept of artificial intelligence has been around since the 1950s, but it is only recently that technological capabilities have developed rapidly so that their applications have become wider. There are several types of AI that are commonly used, such as Machine Learning (ML), Neural Networks, Expert Systems, and Computer Vision.      Machine Learning (ML) is the most popular type of AI today. This technology allows machines to learn from the data they are presented with and improve their performance over time. In ML, machines are given quite a lot and varied data,...

EXAMPLE OF TECHNOLOGY IN TODAY

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 1. Artificial Intelligence           Artificial Intelligence (AI) is a technology that enables machines to perform tasks that require human intelligence, such as speech recognition, facial recognition, and decision making. Examples of the use of AI that are already popular are virtual assistants such as Siri or Google Assistant, and voice recognition in cars. AI is also being used in the healthcare industry to help diagnose diseases and develop new medicines.           However, AI also raises concerns about its impact on human work and data privacy. For example, machines can replace human jobs in repetitive and repetitive jobs, such as keeping a warehouse or factory. However, concerns have also been raised about the monitoring and collection of personal data by intelligent machines. 2. Internet of Things (IoT)           The Internet of Things (IoT) is a technology that enables electronic devi...

FUTURE USES OF TECHNOLOGY

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          Future technology is expected to have an increasingly important role in various fields of human life. The following are some of the future uses of technology that can be anticipated: 1. Smart transportation           Future technologies can help develop smart transportation that is more efficient and environmentally friendly. Autonomous cars, delivery drones and public transport connected to AI networks will make travel safer and easier. 2. Better health           Future technologies can help develop intelligent medical devices and personalized medicines. AI algorithms can help diagnose more quickly and accurately, while treatment that is tailored to the patient's conditions and needs will increase the effectiveness and efficiency of treatment. 3. More interactive education           The technology of the future can help improve the way we learn and teach. On...

NANO TECHNOLOGY

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         Nano technology is technology that manipulates materials at the nanoscale or about one to one hundred nanometers. One nanometer is equal to one billionth part of a meter, or the size of three to five atoms in a row.          Nanotechnology has a wide range of potential applications in various fields, including electronics, healthcare, environment, energy, and materials. Some examples of proven uses of nanotechnology include the following: 1. Treatment           Nanotechnology is used in the development of more effective and efficient medicines. Nanoparticles can deliver drugs directly to diseased cells, speeding drug reaction times and reducing side effects. Nanotechnology is also used in disease diagnosis, such as nanosensors for detecting cancer. 2. Electronic           Nanotechnology is used in the production of smaller, lighter and more powerful electronics. Nano tr...