What is Machine Learning?

Machine learning is a branch of artificial intelligence that involves a computer and its calculations. In machine learning, the computer system is given raw data, and the computer makes calculations based on it. The difference between traditional systems of computers and machine learning is that with traditional systems, a developer has not incorporated high-level codes that would make distinctions between things. Therefore, it cannot make perfect or refined calculations. But in a machine learning model, it is a highly refined system incorporated with high-level data to make extreme calculations to the level that matches human intelligence, so it is capable of making extraordinary predictions. It can be divided broadly into two specific categories: supervised and unsupervised. There is also another category of artificial intelligence called semi-supervised.

Supervised ML

With this type, a computer is taught what to do and how to do it with the help of examples. Here, a computer is given a large amount of labeled and structured data. One drawback of this system is that a computer demands a high amount of data to become an expert in a particular task. The data that serves as the input goes into the system through the various algorithms. Once the procedure of exposing the computer systems to this data and mastering a particular task is complete, you can give new data for a new and refined response. The different types of algorithms used in this kind of machine learning include logistic regression, K-nearest neighbors, polynomial … Read more

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Recently, among the craftsmen, it has become increasingly popular to use machines with CNC (computer numerical control) for use in household purposes. At the moment, almost everyone has a personal computer, desktop or laptop, which can help to control the execution of highly accurate and time-consuming routine work in the field of modeling, electronics, graphics, etc.

Why Do We Need a Desktop DIY CNC Machine?

Well, if an amateur hobbyist has a strong background in the theory and experience in the manufacture of precision mechanics and electronics, he is able to design and manufacture an amateur machine for his own purpose. But not everyone can shoulder this task. In order to produce an inexpensive amateur machine, you need a desktop DIY CNC machine. For “lazy”, a ready-mounted and well-established machine with stepper motors would be a good option.

Applications

When using the machine as a working tool, you can:

• Drill holes (manufacture of printed circuit boards);
• Mill on wood, plastics, particle board, MDF and similar materials;
• Cut complex shapes from plywood parts (e.g. in modeling);
• Engrave on all non-metal material.

When using the machine as a pen or other stylus, you can make drawings and inscriptions on various materials and objects, including paper, film, CD and DVD drives.

When using the machine as a tool head with a laser diode, you can possibly:

• Burn printed wiring pictures in an amateur production of printed circuit boards;
• Burn pictures, graphics and labels in a variety of materials (wood, plexiglass, plastics, leather, etc.)

… Read more

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