Artificial intelligence and machine learning are two aspects of computer science that are highly linked together. These two technologies are the most popular when it comes to developing intelligent systems.
Artificial Intelligence is a broader concept that deals with the creation of intelligent machines that can simulate human thinking capacity and behavior. On the other hand, machine learning is a subset of artificial intelligence which deals with how machines learn from data without being programmed explicitly.
However, some of the known differences between artificial intelligence and machine learning include the following
Differences Between Machine Learning And Artificial Intelligence
| S/N | Machine Learning | Artificial Intelligence |
| 1 | Machine learning is a subset of artificial intelligence that allows a machine to learn from prior data without having to design it explicitly. | Artificial intelligence (AI) is a technology that allows machines to mimic human behavior. |
| 2 | The purpose of machine learning is to allow machines to learn from data and produce reliable results. | The goal of AI is to create a smart computer system that can solve complex problems in the same way that humans can. |
| 3 | Machine Learning is the process of teaching machines to complete a task and provide an accurate output using data. | Artificial Intelligence makes systems equipped with the intelligence that make them perform any tasks like a human |
| 4 | Deep Learning is one of the major component of the machine learning | Both machine and deep learning are components of artificial intelligence |
| 5 | Machine learning has limited scope | Artificial Intelligence has a very wide range of scope |
| 6 | Machine Learning deals with the creation of machines that can perform only specific tasks that they are trained for | This deals with the creation of systems with intelligence that perform various complex tasks |
| 7 | Accuracy and patterns are majorly concerned when it comes to machine learning | The goal of artificial intelligence is to maximize the chance of success |
| 8 | The major fields of applying machine learning include Online Recommender System, Google Search Algorithm, Facebook Auto Friend Tagging Suggestions etc | The major fields where artificial intelligence is being used include Siri, Customer Support Using Catboats, Expert System, Online Game Playing, and Intelligence Humanoid Robot. |
| 9 | The three major types of machine learning include Supervised Learning, Unsupervised Learning and Reinforcement Learning | Artificial Intelligence can be broadly divided into three types based on the basis of capacities and they include Weak AI, General AI and Strong AI |
| 10 | Machine Learning includes both learning and self-correction most especially when Introduced with new data | Artificial Intelligence includes learning, reasoning and self-correction |
| 11 | This deals with both structured and semi-structured data | This deals with unstructured, semi-structured and unstructured data |
Uses Of Machine Learning
Machine learning is a buzzword in today’s technology, and it’s gaining traction at a breakneck pace. Even if we aren’t aware of it, we use machine learning in our daily lives through Google Maps, Google Assistant, Alexa, and other similar services.
Some of the uses of machine learning include the following
- For recognition of images
- For speech recognition
- For traffic prediction
- For product recommendations
- Application in self-driving cars
- For filtering email span and malware
- Can also be used in virtual personal assistance
- For detection of online fraud
- For trading of stock market
- For Medical Diagnosis
- For automating language transition
- For Video Surveillance
- Can also be used in social media marketing
- Can also be employed for customer support
- Used by numerous applications and companies for their day-to-day activities
Uses Of Artificial Intelligence
Artificial intelligence (AI) allows technical systems to sense their surroundings, cope with what they see, solve issues, and act in order to achieve a certain goal. The computer receives data that has already been prepared or collected by its own sensors, such as a camera, processes it, and then responds.
Some of the uses of artificial intelligence include the following
- Can be used for online shopping and advertising
- Highly applicable in web searches
- Can be used for digital personal assistants
- Can be used for machine translations
- Used in the creation of smart homes, cities and infrastructure
- Can be used in self-driving cars
- Used extensively in cyber security
- Can be used against micro-organisms like Covid-19
- Artificial intelligence can also be used to fight disinformation
Despite the fact that these are two related technologies that are sometimes used interchangeably, they are nonetheless two distinct names in some situations. To know more about machine learning and artificial intelligence, visit Lead Web Praxis Media Limited today and get all your questions answered.