Artificial Intelligence vs Machine Learning
Both terms artificial intelligence and machine learning are used interchangeably in computer science as they work coherently together to create smart gadgets that can function on the “work-learn-work” methodology for the sake of self-developing themselves for operating better in diverse conditions of day-to-day problems. We will encounter some of the prominent Artificial Intelligence vs. Machine Learning factors that would be very difficult to describe in the following paragraphs.
In this blog, we will try to elaborate on some major differences between Artificial Intelligence and Machine Learning concepts as well as try to make them in a common space so that one can understand them in a better way because we have seen a majority of people searching for “Difference between AI and Machine Learning” in the search bars of search engines to understand this phenomenon correctly.
What is the difference between artificial intelligence and machine learning?
On a larger scale, we can easily say that “artificial intelligence is a vast theory to develop smart gadgets or machines that can copy human intelligence such as thinking ability and behavior patterns, although machine learning is a subsidiary concept of artificial intelligence that permits a wide variety of smart machines to learn from the database without actually being programmed specifically.”
Machine Learning and Artificial Intelligence Course
There is a huge race to know the similarities and differences between machine learning and artificial intelligence, but both correlate by working on a model with the functions depending on each other at different levels. If anyone wants to know about “What is Artificial Intelligence?” or “What is Machine Learning?” then one is in the right spot to understand the fundamentals of both of them via our out-of-the-box teaching faculties. We have tried to make a decent comparison between artificial intelligence and machine learning in this article.
During our best-in-class Artificial Intelligence Course in Delhi and Machine Learning Course in Delhi in two prime educational hubs of Bytecode Institute at Laxmi Nagar in New Delhi, we are fully prepared to offer all-around ML vs. AI information that possesses the basics of both courses. For the sake of elaborating on the basic difference between AI and ML, our prominent subject matter experts authenticate with a high-end instructor-led curriculum where one can also study the classic fundamentals of AI and ML with an online version of the Online Artificial Intelligence Course where an individual can learn at their own pace and with their own time management.
Please check the courses section of Bytecode Institution to better understand the machine learning and artificial intelligence courses.
What are artificial intelligence and machine learning?
Based on a diverse range of abilities, AI can be categorized into three classes:
Weak AI
General AI
Strong AI
Nowadays, we are nicely operating with weak AI and general AI. At the same time, the future of artificial intelligence tends to be the smart gadgets or machines that fall under the category of strong AI, for which it is said that they will be more intelligent than humans. Let us keep our fingers crossed and wait for when strong AI machines will take over these weak or general AIs.
Since machines learn the mechanism of the prerecorded data stored on their respective memory chips with the help of different types of artificial intelligence procedures, we have further divided the machine learning process into 3 classes, which are as follows:
Supervised learning
Reinforcement learning
Unsupervised learning
There are some artificial intelligence and machine learning examples that we come across in our daily lives but do not understand or categorize in this particular section, such as Talking Tom, Hello Barbie, or the very trending Dancing Cactus in today’s world, which are the most famous playthings for our kids nowadays that come with a microphone in their respective body structures that listens, processes, and responds back with imitation at the immediate effect to the kids, and they feel amazed with the toy.
With the shift of technology towards self-driven smart gadgets that run on an internet server, there is a vast pool of artificial intelligence and machine learning jobs that have been created by numerous organizations developing and designing innovative smart gadgets. Hence, the future of AI and ML is so bright, and more expert individuals with a good amount of experience and skills will be required in various organizations to fill those vacant positions.
We can conclude that there is no special comparison between artificial intelligence and machine learning, as these two technologies are interdependent to perform multiple tasks and functionalities.
Artificial Intelligence and Machine Learning Deep Learning
There is no fight among all three technologies that are interdependent on one another and are parts of or subsets of each other, as mentioned below:
Apart from all, we can easily conclude that there are differences among all three technologies in the following table elaborating on Artificial Intelligence vs. Machine Learning vs. Deep Learning:
Artificial Intelligence and Machine Learning Deep Learning
It is the mainstream of all technologies. It works based on AI. It is a subset of machine learning.
There is a special course curriculum for AI. A special course for ML is available on the market. It is a subset topic in the machine learning curriculum.
One needs to pay an individual fee for artificial intelligence. There is a provision for a special fee for machine learning. No special fee needs to be paid for deep learning, as it comes within the curriculum of ML.
| Artificial Intelligence | Machine Learning | Deep Learning |
| It is the mainstream of all technologies. | It works based on AI. | It is a subset of machine learning. |
| There is a special course curriculum for AI. | A special course for ML is available on the market. | It is a subset topic in the machine learning curriculum. |
| One needs to pay an individual fee for artificial intelligence. | There is a provision for a special fee for machine learning. | No special fee needs to be paid for deep learning, as it comes within the curriculum of ML. |
Frequently Asked Questions:
About Artificial Intelligence vs. Machine Learning Information and Genuine Comparison.
1: Which is better, machine learning or artificial intelligence?
Both are interdependent on each other, but we can sincerely say that ML needs AI to perform diverse tasks, while AI can work alone on various tasks or functions that require no special machine to learn anything particular for the concerned purpose.
2: What is the salary of an AI engineer in India?
The average salary of an artificial intelligence engineer is approx. ₹8 lakhs annually in India at the entry level, which is notably higher than any other domain engineer. At the higher level, the concerned AI engineers could get around ₹50 lakhs per annum in Indian enterprises.
3: What is AI but not machine learning?
Several aspects in the open run on a common interface, meaning they do not require any special gadget or machine exclusively dedicated to their work structure. Some of the prime examples of the same are as follows:
Maps and Navigation
Facial Detection and Recognition
Text Editors or Autocorrect
Search and Recommendation Algorithms
Chatbots
Digital Assistants
Social Media
E-Payments
4: Does artificial intelligence need machine learning?
No, the answer is inverse to the actual methodology, as machine learning is totally based on the concept that machines should be made capable of learning and executing things on their own, whereas AI gives the required database to the machines so that they can perform as smart gadgets for different purposes in day-to-day life. After the adaptation of artificial intelligence, machine learning is possible, and the machines or smart gadgets complete an algorithm of tasks “smartly!”
5: Is artificial intelligence just machine learning?
No, both technologies are different from each other. Most people try to make comparisons between the two technologies as artificial intelligence vs. machine learning; however, you may also say that machine learning is dependent on artificial intelligence, whereas artificial intelligence can be used to make different interfaces that are free from any special gadget. For example, Google Maps.
6: What are the 3 types of AI?
AI can be categorized into 3 classes, which are mentioned as follows:
Weak AI
General AI
Strong AI
7: What is the salary of an AI engineer in India?
The average salary of an AI engineer is something around ₹9,37,674/- annually.
8: What AI is not ML?
Certainly, machine learning, or ML, works on the varied concepts or the data stored on the machines using genuine protocols related to artificial intelligence. Hence, both are different technologies that are nicely interdependent. However, most people are seen comparing both the technologies of artificial intelligence and machine learning.
9: Who is the father of artificial intelligence?
John McCarthy is termed the father of artificial intelligence due to his utmost dedicated services in the fields of AI and ML.
Conclusion
In the battle between the two prominent technologies, artificial intelligence and machine learning, we would like to comment that these two share the same space and are interdependent as they fall under the Diploma of Data Science in many institutes. Bytecode Institution at the Laxmi Nagar branch in New Delhi, one can have the best-in-class opportunities to learn both technologies under a single roof.
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