What Is Machine Intelligence?

TechDogs Avatar

Machine intelligence (MI) is like the weather in San Francisco: it's unpredictable. There are two main types of MI: Machine Learning and Deep Learning. Machine learning algorithms are trained on a set of existing data to find patterns that can be used to make predictions. In contrast, deep learning algorithms are trained on multiple layers of hierarchical features that combine to form a single output. ML and DL are used in many industries, including healthcare, manufacturing, finance, retail, etc. If you're a business-to-business (B2B) marketer, you've probably heard the term "machine learning" thrown around a lot. If you're not a B2B marketer, here's the short version: Machine learning is artificial intelligence (AI) that allows computers to learn from data without being programmed. This is important because it will enable companies to use big data more effectively. For example, suppose your company sells products to other businesses and has access to their purchasing history. In that case, machine learning can help you predict what products they'll be interested in buying next—and ensure that the product is ready for them when they want it. In addition, many IT vendors are now offering "machine learning as a service" (MLaaS). This means they're providing software programs that help businesses use machine learning on their behalf. Machine intelligence is a machine's ability to learn, act and make decisions autonomously. That is, the machine can learn through its own experience or via the experiences of other machines, or it can be programmed to use algorithms to make its own decisions based on data it has collected. To illustrate, imagine a robot in a factory tasked with welding parts together to do this task. Well, the robot must learn how to perform the task? What angle to weld at? What pressure to apply when welding and so on? This information can be taught directly by humans or gathered from other robots who have performed similar tasks successfully. Once these processes are learned and stored by the robot's memory bank (or "brain"), they can be used for future tasks without needing to be taught each time again.


Related Terms by Emerging Technology


The Ethereum Foundation, a charitable organization with its headquarters in Switzerland, is responsible for developing Ethereum, a framework for the management of contracts. Blockchain technology allows the platform to generate legally binding "smart contracts" agreements. These contracts are intended to be automatically executed and to provide a consistent record of the transactions that have taken place. Blockchain technology is a distributed ledger system that enables data to be stored independently of any single location. Each "block" in the chain includes a record of the preceding "block's" transactions and is connected to that block via a link. Due to this, the sequence of created blocks cannot be changed, making the system resistant to deception and tampering. "Smart" contracts are written as computer programs intended to carry out their terms automatically once specific criteria have been satisfied. They are written in a specialized programming language known as Solidity, which was developed to facilitate the production of smart contracts on the Ethereum platform. Automating a wide variety of processes, such as financial transactions, management of supply chains, and even voting systems, is possible with the help of these smart contracts. On top of the practical advantages they offer, the smart contracts that run on the Ethereum platform are written in a language that is both lighthearted and whimsical. This language is intended to be simple to comprehend and readily available to diverse users, ranging from those with extensive technical training to those without such training. It makes it simpler for individuals to become active participants in the Ethereum community and to initiate the use of smart contracts within their initiatives. In general, Ethereum is a highly effective framework for managing blockchain contracts. Its smart contracts offer a ledger record that is unchangeable and consistent, making it resistant to tampering as well as deception. As its a witty and fun language, Ethereum is approachable to many users, making it an excellent option for anyone interested in blockchain technology.

...See More

Eclipse Foundation

Building a better world with Eclipse. The Eclipse Foundation is the not-for-profit corporation responsible for developing new technologies related to the Eclipse open-source community. The Foundation seeks to provide an environment where innovative code bases may be designed and shared and technology tools may be created and integrated into commercial products. They work with community members to advance technology, grow their skills, and equip them with the tools to solve their problems. Through these efforts, they aim to improve the capacity of communities and individuals to solve problems and meet their own needs while also reducing the dependency of these communities on outside providers. A collective of software engineers active in the Eclipse open-source community created the Foundation. The Foundation was formed to develop a structure that allows for the long-term growth and development of the Eclipse platform and interdependent commercial ecosystem. The Foundation is an open-source project governed by its members and mission. They are given access to the codebase and push code to the Foundation’s GitHub repo. The Foundation has a code of conduct for all developers and requires signing a Contributor License Agreement before obtaining commit rights. Non-profit laws govern foundations, so they cannot have corporate interests. It is a technology that enables a digital ledger to be distributed across multiple computers to record and store data to prevent anyone from tampering with it. It’s most widely known for its use in cryptocurrencies like Bitcoin. Still, it has many other applications, such as providing a secure and reliable way to transfer data in the financial services industry, supply chain management, and online voting. Blockchain is a decentralized technology, meaning no single person or company owns it. Since it is decentralized, no government or company controls it. It’s widely distributed across many computers around the world. It provides the best environment to realize these benefits neutrally and transparently.

...See More

Electronic Frontier Foundation (EFF)

When you think of the Electronic Frontier Foundation, you probably picture a bunch of geeks in hoodies with computers. That's because you're right. The EFF is a nonprofit organization in the United States that supports civil liberties and other legal issues about digital rights. It is an advocacy group dedicated to protecting the First Amendment in telecommunications and computer technology. The EFF defends civil rights mainly in the courts and mobilizes people through its informative action center. The EFF was formed in 1990 by Mitch Kapor, founder of Lotus Software, and John Perry Barlow, one of the founders of the Electronic Frontier Foundation (EFF). They aimed to ensure everyone had equal access to technology resources, regardless of income level or social status. The EFF fights for technology users' rights by filing lawsuits against companies that are infringing on these rights. They also research ways to protect privacy on social media platforms like Facebook and Twitter by helping users understand how they can control their data while still enjoying the benefits of these platforms. The EFF's mission is to defend your rights and help you use technology that empowers you. Their nonprofit organization has been around since 1990 and is dedicated to ensuring your rights are protected online. They have a lot of different projects going on right now, but one of their most important things is to ensure that Internet service providers have little power over what information they can see. For example, imagine if your Internet provider decided they didn't want to allow content from Facebook, Twitter or YouTube anymore—that would be a massive problem for anyone who uses those services regularly! That's why the EFF works so hard to keep ISPs from censoring the internet. Another big project for the EFF is copyright protection: they want to ensure that creative people aren't being ripped off by people who steal their work without paying for it.

...See More