Study Machine Learning Online: Courses, Duration, Eligibility & Fees

Are you passionate about machine learning? Do you want to pursue an online ML training program? If yes, this post will be of help to you. Here, I’ve compiled a list of top machine learning online courses in India.

Learn Machine Learning Online

In this post, readers will find the following details – names of online ML training programs, fees, duration, eligibility criteria, syllabus, training institutes etc. In short, this post contains all the important details that you need to know about online machine learning education in India.

 

This post has been crafted keeping the needs of machine learning aspirants in mind. Students, working professionals and industry veterans – everyone will benefit from it! Here, we will be dealing with ‘online’ programs. Online learning programs are known to offer the following advantages over traditional ‘classroom’ courses –

  • Flexible and convenient timings
  • Ability to learn at your own pace
  • Learn something new from the comfort of your home
  • Acquire new set of skills and knowledge while at home
  • Manage work and learning efficiently
  • Access course content on multiple devices (smart TV, smartphone, tablet etc)
  • Earn a promotion at work
  • Bag a better job
  • Undertake career transition

 

In short, an online program can work wonders for you! Looking from a working professional’s point of view, it can help him/her get a promotion at work. It can even help him/her get a better job or even transition his/her career path!

 

Before moving to the meat of the matter – best online machine learning courses in India – let us take a closer look at this domain. What is machine learning all about, some of you may ask. Let us find the answer to this question! Let us begin –

 

What is machine learning?

In simple terms, it is the study of computer algorithms that improve automatically through experience. Machine learning forms an integral part of Artificial Intelligence.

 

What is artificial intelligence all about, some of you may ask. Here is everything you need to know about AI –

 

Artificial Intelligence is well known as AI. AI is a part of computer science. It forms an integral part of modern-day CS!

 

In simple terms, AI is intelligence demonstrated by machines/computer systems. As we all know, human beings and animals possess natural intelligence. In our day to day lives, we demonstrate our natural intelligence in multiple ways and on multiple occasions. Let us take an example – our decision making process demonstrates natural intelligence. Similarly, a dog chasing away an intruder shows its natural intelligence. Intelligence demonstrated by machines (in the above mentioned manner) is known as AI.

 

Normally, a computer system is programmed to perform various tasks. For example – a calculator is programmed to carry out different types of calculations. Similarly, a text processor is programmed to edit, modify and save text files.

 

Traditionally, we have been creating algorithms, which tells a computer system/machine how to execute necessary steps and solve the task in hand. In short, the machine/computer system didn’t needed any sort of ‘learning’ on its part!

 

What if the machine/computer system could develop its own set of algorithms? What if the computer system could learn, evolve and perform tasks without them having to get programmed (for executing the task)? This is exactly what machine learning deals with. Supervised learning, unsupervised learning and reinforced learning – these are popular machine learning approaches.

 

Let us talk about uses of ML now. Applications of machine learning covers domains such as –

  • Governance
  • Business
  • Scientific research
  • Banking
  • Agriculture
  • Computer networking
  • Medical diagnosis
  • Software engineering
  • Speech recognition
  • Language processing
  • Insurance
  • And more…

 

Come, let us check out the list of courses now. Let us begin –

 

Top machine learning online courses in India

 

1 PG Diploma in Machine Learning and AI

As the name suggests, it’s a postgraduate level Diploma program. The program deals with topics such as – model deployment, NLP, Deep Learning, Reinforcement learning, graphical models, AI, predictive analytics and statistics.

 

Who will benefit from this program, some of you may ask. This program has been crafted keeping the needs of software, IT and data analytics professionals in mind. After completing this training program, you may don the following roles at relevant firms – ML engineer, AI engineer, data scientist etc.

 

Duration

The training program is 12 months long.

 

Eligibility criteria

Minimum educational qualification required is – completed Bachelor’s Degree (relevant course).

 

Fees

This program will set you back by 250-300K INR.

 

Syllabus

Here are some of the core subjects present in the curriculum –

  • Statistics
  • Exploratory data analytics
  • Machine learning
  • Language processing
  • Deep learning
  • Reinforcement learning
  • Graphical model

 

2 M.Sc. Machine Learning and AI

It is a Master’s Degree program. The program deals with topics such as – model deployment, NLP, Deep Learning, Reinforcement learning, graphical models, AI, predictive analytics and statistics.

 

Who will benefit from this program, some of you may ask. This program has been crafted keeping the needs of software, IT and data analytics professionals in mind. After completing this training program, you may don the following roles at relevant firms – ML engineer, AI engineer, data scientist etc.

 

Duration

The training program is 18 months long.

 

Eligibility criteria

Minimum educational qualification required is – completed Bachelor’s Degree (relevant course).

 

Fees

This program will set you back by 350-500K INR.

 

Syllabus

Here are some of the core subjects present in the curriculum –

  • Statistics
  • Exploratory data analytics
  • Machine learning
  • Language processing
  • Deep learning
  • Reinforcement learning
  • Graphical model

 

3 Advanced Certification in Machine Learning and Cloud Technology

It is a postgraduate level certification program. The program will train you in areas such as – Python, predictive analytics, supervised learning, unsupervised learning etc.

 

Who will benefit from this program, some of you may ask. This program has been crafted keeping the needs of software, IT and data analytics professionals in mind. After completing this training program, you may don the following roles at relevant firms – data engineer, data scientist, ML engineer, big data analyst etc.

 

Duration

The training program is 6-10 months long.

 

Eligibility criteria

Minimum educational qualification required is – completed Bachelor’s Degree (relevant course).

 

Fees

This program will set you back by 150-200K INR.

 

Syllabus

Here are some of the core subjects present in the curriculum –

  • Machine learning
  • Cloud technology
  • Data warehousing
  • Data management
  • Data processing

 

4 PG Certification in Machine Learning & Deep Learning

It is a postgraduate level certification program. This program primarily deals with ML and DL. The program will train you in areas such as – statistics, neural networks, computer vision, object detection, clustering algorithms etc.

 

Who will benefit from this program, some of you may ask. This program has been crafted keeping the needs of software, IT and data analytics professionals in mind. After completing this training program, you may don the following roles at relevant firms – ML engineer, data scientist, data analyst etc.

 

Duration

The training program is 3-6 months long.

 

Eligibility criteria

Minimum educational qualification required is – completed Bachelor’s Degree (relevant course).

 

Fees

This program will set you back by 100-150K INR.

 

Syllabus

Here are some of the core subjects present in the curriculum –

  • Statistics
  • Exploratory data analytics
  • Machine learning
  • Deep learning
  • Object recognition
  • Cluster algorithms

 

5 PG Certification in Machine Learning and NLP

It is a postgraduate level certification program. As the name suggests, this program primarily deals with Machine Learning and NLP. The program will train you in areas such as – topic modeling, information extraction, chat bots, named entity recognition etc.

 

Who will benefit from this program, some of you may ask. This program has been crafted keeping the needs of software, IT and data analytics professionals in mind. After completing this training program, you may don the following roles at relevant firms – ML engineer, AI engineer, data scientist etc.

 

Duration

The training program is 3-6 months long.

 

Eligibility criteria

Minimum educational qualification required is – completed Bachelor’s Degree (relevant course).

 

Fees

This program will set you back by 100-150K INR.

 

Syllabus

Here are some of the core subjects present in the curriculum –

  • Statistics
  • Exploratory data analytics
  • Machine learning
  • Language processing
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