Machine Learning vs Deep Learning vs AI – Relatable or Different?

Are you confused about how machine learning, deep learning, and artificial intelligence (AI) relate to each other? Or do you want to know the difference between the three? You must clear the confusion if you have plans to make a career in any of these fields of study.

Knowing how the three are related to each other and understanding their differences will help you to understand which field fascinates you most. Read on to know more.

About Machine Learning, Deep Learning, and AI

Machine learning: You must have spent a lot of time watching Netflix during the past year. While doing so, have you ever wondered how Netflix always manages to come up with recommendations matching your taste? Service providers like Netflix always manage to do so using machine learning.

According to experts, machine learning involves the development and use of computer systems that are capable of learning and adapting without any explicit instructions and by using statistical models and algorithms to analyse patterns in available data and draw inferences. In other words, machine learning is a subdivision of artificial intelligence and provides computers with the ability to learn automatically i.e., without any human intervention.

More and more businesses are adopting machine learning to provide their target audience with relevant data. So, doing a machine learning course in Bangalore wouldn’t be a bad idea for you.

Deep learning: Experts define deep learning as an artificial intelligence function that emulates the data processing and pattern creating abilities of the human brain and use those qualities to make decisions.

Deep learning is often described as a more advanced subsection of machine learning. It analyses data more efficiently than machine learning. Data learning works using logic structures, which makes its working procedure similar to that of the human brain. According to experts, deep learning makes use of neural networks designed based on the neural networks found in the human brain.

Artificial intelligence: The term artificial intelligence or AI is used for a computer-operated robot or digital computer’s ability to accomplish tasks that are usually performed by intelligent beings. Both machine learning and deep learning are subsets of artificial intelligence. So, good AI courses in Bangalore would definitely teach you a thing or two even about using machine learning and deep learning to reach more and more people online.

Benefits of Doing a Certification Course in Machine Learning, Deep Learning, and/or AI

Why choose machine learning certification?

The machine learning certification would increase your chances of getting a good, high-paying job by allowing you to develop the following skills.

  • Digital data regulation: You will learn how to store data and extract relevant data from digital storage spaces whenever required. This skill will allow you to prevent duplicates and inaccurate entries.
  • Effective marketing: You will be able to come up with more effective marketing strategies. Machine learning allows marketers to track consumer behaviour by being observant about websites visited, emails opened, downloads, clicks, etc. and design strategies based on that.
  • Implementing advanced cybersecurity features: Completing machine learning training in Bangalore from a reputable institute will provide you with the competency required for improving cybersecurity by developing advanced machine learning algorithms.
  • Retaining customers: Machine learning can help you to identify users/customers, who are on the verge of ending the association with your company, by monitoring their transactions, complaints, and past behaviours. This will allow you to present personalised plans to each of those identified customers and retain them successfully.

Some of the positions you can apply for after obtaining a machine learning certificate are:

  • AI engineer
  • Machine learning researcher/engineer
  • Data mining & analysis expert
  • Data scientist
  • Business intelligence developer

Why choose deep learning certification?

Your chances of making a perfect career would increase significantly after completing the deep learning certification. The course will teach you the following:

  • Maximum unstructured data utilisation
  • Accomplishing jobs without implementing feature engineering separately
  • Delivering high-quality results
  • Cost curtailing
  • Accomplishing jobs without data labelling

Some of the positions you can apply for after completing a deep learning course in Bangalore or any other part of the country are:

  • Software Engineer
  • Software developer
  • Data Scientist
  • Research Analyst
  • Data Analyst
  • Data Engineer
  • Bioinformatician
  • Neuroinformatician

Why choose artificial intelligence certification?

The AI certificate will make you one of the most sought-after candidates for any position by providing you with the following skills:

  • Smart and prompt decision-making power
  • Automation
  • Accurate data analysis
  • Ability to offer flawless customer support
  • Ability to solve complex problems
  • Ability to maintain business continuity
  • Ability to manage repetitive tasks

Some of the positions you can apply for after obtaining an AI certificate are:

  • Machine learning architect
  • Data scientist
  • Business development manager
  • Product manager
  • AI engineer
  • Machine learning engineer
  • Data analyst


If you want to increase your chances of getting a high-paying job at a reputable company, get yourself enrolled at Corpnce, the best IT training institute in Bangalore. The certification programs at Corpnce are designed to teach you the theories of Machine Learning, Deep Learning, and AI as well as their applications.