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In the old days your computer or phone did exactly what you asked. And nothing more. But now you have machines that can learn on their own. From Siri or Alexa to self-driving cars! This is possible because of machine learning.
These self-learning, interactive machines that not only assist but also do tasks independently. They learn from and perform better over time. (Siri and Alexa giving you suggestions and those cars knowing better with each time about which turns to take and so on. It is as if they have the ability to think. And that is the goal.
Machine Learning Courses along with Artificial learning courses are fundamental to automation. For the dreamer in you there are many Machine Learning certification courses to get you ahead in the future.
What is Machine Learning?
In technical terms, Machine Learning is the method of teaching systems to behave like humans by feeding data (real life observations) to them, so that they can analyse it and make the best possible decision.
The difference between AI and machine learning
Artificial intelligence encompasses a broader concept. That the machines become capable of carrying out tasks like humans.
Machine Learning on the other hand is about teaching the machines to learn for themselves.
So as you can see, machine learning is more of the first step and AI becomes a broader concept.
Who can pursue Machine Learning courses?
- You are skilled in mathematics. Linear Algebra, Calculus and Statics come easy to you.
- You are passionate about coding.
- You have a special love towards machines, which reflect in your love to nurture each code that you make.
- You have great soft skills which always come in handy.
If this is you, then Machine learning Courses are for you.
Eligibility Criteria for Machine Learning Courses
UG in Machine learning courses
You must have (10 +2) qualifications from a recognized state board in the science stream. Depending on the institute it could be merit based or entrance examination.
To get admission for B.Tech artificial intelligence
Entrance exams for UG Machine Learning courses
- JEE Main
- JEE Advanced
- SUAT (Sharda University Admission Test) (B.Tech & M.Tech)
PG in Machine learning courses
You must hold a Bachelor’s degree in Computer Science Engineering. After clearing GATE, (which can open doors to jobs as well as top institutes) you can gain admission in M. Tech (Artificial Intelligence) in some of the best institutes in India. However there are some institutes which have their own specific evaluation (merit based admission or entrance examination) as well.
You can also opt for online Machine learning courses which are offered by many institutes.
Skills required for Machine Learning Courses
- Adequate knowledge in programming languages
- Data Modeling
- Linear Algebra
- Statistics & Probability
- Technical skills
What will you learn from Machine Learning Courses?
- Programming languages (Python, Java etc.)
- Data Analysis
- Deep Learning (with Keras, Tensorflow etc.)
- Natural language Processing
- Neural networks
Popular Machine Learning Certification Courses
Here is a list of the best Machine Learning Courses for you
Stanford University via Coursera
IBM via Coursera
Certificate Program in Machine Learning and Natural Language Processing using Python
|Executive Management Development Programme Artificial Intelligence and Machine Learning|
Emeritus via Columbia University, New York
Diploma Learning Course Machine Learning Practice
Manipal Prolearn via Equifax
IBM via Coursera
Advanced Certificate Programme in Machine Learning and Deep Learning
IIIT Bangalore via Upgrad
Amity Future Academy
Career Opportunities after Machine Learning courses
Machine Learning Engineer
You design machine learning systems. You develop AI software that predicts (for recommended searches, chatbots, driverless cars etc.) You also, apply algorithms to generate accurate predictions, and resolve data set problems
Average Base Salary: INR 5,08,845/-
As a Natural language Processing Engineer, you provide machines the ability to comprehend human languages. You create self learning NLP applications. You convert natural data into reliable futures using NLP techniques for classification algorithms.
Average Base Salary: INR 9,82,629/-
You create Database solutions for storing and retrieving data. You also analyse the system for software requirements. You optimise the old and current database systems as well as coordinate with the rest of the team for future requirements.
Average Base Salary: INR 1967406/-
Scope after Machine Learning Courses
One of the top digital hubs in the world, India is becoming a honey pot for machine learning. As the world moves towards automation, there is a requirement for highly qualified professionals who can make best solutions for the machines. According to Forbes, over 90% of the world’s top businesses have invested in AI. And Machine Learning is what it makes for machines to learn on their own. So coming to scope, Machine Learning Courses can open doors to the future.
Salary Trends in Machine Learning
Average base salary of a Machine Learning Engineer based on Experience.
Average Base Salary p.a.
Less than 1 year
5- 9 years
**Source of Salary Details: Payscale
Note: The given salary details may vary depending on experience, skills, company, location etc.
Q. What are the different careers after machine learning courses?
A. Machine Learning Engineer, Software Developer, Data Scientist, Data Analyst, Data Architect are some of the prominent career paths available after a machine learning course.
Q. How is Machine Learning important?
A. In the world of automation, it is crucial that the machines get the best learning tools to learn themselves. This is an important step in the growth of Artificial Intelligence.
Q. Are there any online Machine learning courses?
A. Yes. There are many platforms (Institutes, corporate companies) that offer online Machine Learning courses.
Q. What is the average salary structure for a Machine Learning Engineer in India?
A: The entry salary of a Machine Learning Engineer is above INR 5 lakhs . It can increase with experience, skill etc. and go even higher than INR 20 lakhs.
Q. How should I study machine Learning?
A. The best way is to enrol in a B. Tech AI course and after that you pursue advanced studies. You can also take Machine Learning Certification courses to enhance your skills.
Q. What are the best Machine Learning courses available?
A. All the top institutes around the world (Government and Private Universities in India, overseas) offer offline and online Machine learning courses in the industry. Many top companies (IBM, Microsoft, Google etc.) also offer a myriad of courses.