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Introduction to Machine Learning:
Machine Learning(ML) is a type of artificial intelligence (AI) that allows software applications to become more accurate at predicting outcomes without being explicitly programmed to do so.
For example, an algorithm would be trained with pictures of dogs and other things, and the machine would learn ways to identify pictures of dogs on its own.
Machine learning is a branch of artificial intelligence(AI) and computer science that focuses on the use of data and algorithms to learn the way that humans learn and slowly improve their accuracy.
Machine learning or artificial intelligence:
Artificial intelligence(AI):
AI is a field of computer science that makes a computer system that can mimic human intelligence.
In the word Artificial intelligence, we can observe that two words show artificial human-made thinking power.
It is a wide range branch in computer science by building Smart Machines that can do more work and more affiance than humans.
Artificial Intelligence(AI) is bringing many changes in technology, the World, and the generation
It is implemented to automate the system for more efficiency and Performance.
AI is now being used in many technical Fields
AI is now used as Follows:
- Virtual Assistant
- Security
- Agriculture and Farming
- Autonomous Flying
- Medical Imaging Analysis
Machine Learning:
Machine Learning(ML) is a type of artificial intelligence (AI) that allows software applications to become more accurate at predicting outcomes without being explicitly programmed to do so.
ML works on algorithms that learn on their own using historical data. It works only for specific domains such as if we are creating a machine learning to detect pictures of dogs, humans, cars, etc.
ML is divided into three types:
- Supervised learning
- Reinforcement learning
- Unsupervised learning
Difference between AI and Ml:
Machine learning vs data science salary in India:
In 2022 the demand for machine learning is high. This is because the entire world needs automation for smart and efficient business processes.
According to Indeed, there are 8,000 vacant jobs available for a skilled Machine Learing Engineer.
As we compare the salary of a data science engineer and a machine learning engineer the machine learning engineer has more than a data science engineer
In India, the experience of the machine learning engineer in the job, they give you the salary
For the 1st year 6,50,000 rupees
From 1 to 3 years 9,75,023 rupees
Form 3 to 5 year 1,525,485 rupees
For more than 5 years 2,450,825 rupees
For machine learning which language is used:
There is a special language that should be used for machine learning but, there are some languages that are mainly used for machine learning.
Python is a leading language for machine learning and data science and you can also use C++ for machine learning.
Mainly Python is much easier to use and has a great support system when it comes to AI and ML frameworks
Some Applications of Machine Learing :
Image recognition:
Image recognition is one of the most common applications of machine learning. It is mainly used to identify objects, persons, places, digital images, etc... The popular use case of image recognition and face detection is the Automatic friend tagging suggestion.
Speech Recognition:
In real life, we use Google for many purposes and we will search by using voice this entire program comes under speech recognition and it's a popular application of machine learning.
Speech recognition is the program that converts voice into text and it is also named speech-to-text or computer speech recognition.
Product recommendations:
Machine learning is mostly used by various e-commerce companies such as Amazon, Flipkart,eBay .myntra, Ajio, etc. for the production recommendations to the user.
when you search for any product in the application it also shows the relevant products and suggests you buy them because of machine learning.
Self-driving cars:
Self-driving cars are the most interesting and popular application in machine learning
Tesla the most popular car manufacturing company is working on self-driving cars.
In the future, Self-driving cars change the world and for that, the backbone is machine learning because of this machine learning is most popular for Self-driving car manufacturing.
There are many applications of machine learning in real life that are going to change this world and be useful to humans.
Short Revision:
Machine Learning(ML) is a type of artificial intelligence (AI) that allows software applications to become more accurate at predicting outcomes without being explicitly programmed to do so.
AI is a field of computer science that makes a computer system that can mimic human intelligence. In the word Artificial intelligence, we can observe that two words show artificial human-made thinking power. In 2022 the demand for machine learning is high. This is because the entire world needs automation for smart and efficient business processes. According to Indeed, there are 8,000 vacant jobs available for a skilled Machine Learing Engineer. In India the experience of a machine learning engineer in the job they give you a salary
For the 1st year 6,50,000 rupees
From 1 to 3 years 9,75,023 rupees
Form 3 to 5 year 1,525,485 rupees
For more than 5 years 2,450,825 rupees
Python is a leading language for machine learning and data science and you can also use C++ for machine learning. Mainly Python is much easier to use and has a great support system when it comes to AI and ML frameworks
ML is one of the biggest technologies. Ml and AI both have the Capability to take the world into new technology.
This is about Machine learning