9 Courses and Certifications

Online Machine Learning And Data Analytics Courses & Certifications

Before heading to all the machine learning and data analytics courses, let us discuss what these terms mean. Machine learning is a branch of computer science and AI(Artificial Intelligence) that uses a specific set of data and algorithms to learn as humans do. Machine Learning models are capable of learning from their past experiences and they get improved with the experience. On the other hand, data analytics is the technique of analysing raw data and making predictions based on that data. These courses are provided by many educational institutes as specialised courses in B.Tech or B.sc at the undergraduate level. 

What is Machine Learning and Data Analytics Courses

Machine learning and data analytics training courses are offered as specialisations at the postgraduate level by many top engineering colleges across the country. However, one can study these subjects at the undergraduate level as part of B.Tech AI. As we all know, AI is a rapidly growing technology, and good machine learning engineers and data analysts are in need of the hour. In these courses, we will study topics like scientific computing, data handling, big data, matrix computation, and data mining. 

Who can Pursue Machine Learning and Data Analytics Courses?

If the individual has a keen interest in AI and future technology, nothing can stop him from taking machine learning and data analytics courses. Because these courses are available online many of the providers offer learning at the beginner level. Working professionals, students, researchers, entrepreneurs, and technology enthusiasts can register for these courses. However, to get a professional degree one must have to take admission in any college or university offering these courses. 

Eligibility Criteria of Machine Learning and Data Analytics Courses

As we discussed earlier, if you want to get a professional degree you must have to enrol in any college or university. You must meet the eligibility criteria of that particular college in order to gain admission to these data analytics and machine learning courses. The eligibility criteria vary from institution to institution. Here are some common eligibility criteria that most colleges/universities ask for. 

Undergraduate Level (UG):

  • Candidates need to pass the 10+2 or equivalent with PCM as major subjects from any recognized board.
  • A minimum of 60% marks are required in 10+2 and this can vary from college to college. 
  • For Btech AI or BSc AI courses, you need to take an entrance exam to apply for the top engineering colleges.

Postgraduate Level (PG):

  • Candidates should have a bachelor's degree in computer science or other related engineering branch. 
  • Candidates should have passed with a minimum of 50% from a recognized university.
  • For the PG programme, candidates need to appear for the entrance examination for admission to a good engineering college offering specialisation in these courses

Skills Required for Machine Learning and Data Analytics Courses

There are no such mandatory skills for the enrolment of machine learning and data analytics certificate courses but some additional skills would help you throughout the course. Here are some of the basic knowledge or skills that can help candidates to successfully complete these courses.

  • In-depth programming knowledge
  • Knowledge of probability and statistics
  • Proficiency in Python
  • Data manipulation and analysis
  • Machine learning algorithms
  • Database and SQL

What You Will Learn in Machine Learning and Data Analytics Courses

In machine learning and data analytics courses, you will acquire a range of skills and knowledge to understand, analyse, and manipulate data, as well as build predictive and analytical models. Here are some key topics you can expect to learn in these courses on machine learning for data analytics.  

  • Introduction to Machine Learning and Data Analytics
  • Data Preprocessing and Cleaning
  • Exploratory Data Analysis (EDA)
  • Statistical Concepts
  • Machine Learning Algorithms
  • Model Evaluation and Validation
  • Data Visualization
  • Data Ethics and Privacy

Popular Machine Learning and Data Analytics Courses by Top Providers

In this section of the article, we will provide you with some popular machine learning and data analytics courses with certificates from top providers. These courses are provided by various online learning platforms some of which collaborate with top universities and colleges worldwide. Candidates can choose any of them depending on their goals. For example, if you want to get a professional degree or a specialisation, you can choose educational institutions like engineering colleges for admission. If you are a working professional or anyone who can not attend physical classes, there are some online courses with certifications offered by many providers. Here are some of them:

Career Opportunities After Machine Learning and Data Analytics Courses

There are a number of career opportunities after graduating from online machine learning and data analytics courses. Candidates can take different job roles according to their interests. Below are some of the prominent career opportunities candidates can take upon successful completion of these data analytics and machine learning courses.

Salary Trends in Machine Learning and Data Analytics Courses

The salary of an individual varies due to various factors that affect his job role. Some of the major factors are his level of experience, company, location, and job role as well. Here are some of the prominent job roles after completing the paid or free machine learning and data analytics courses along with their annual average salary in India. 

Job Profile

Average Salary Per Annum

Data Engineer

Rs. 8,80,694 (Approx.)

Machine Learning Engineer

Rs. 7,72,224 (Approx.)

Data Scientist

Rs. 9,14,425 (Approx.)

Business Intelligence Developer

Rs. 6,36,487 (Approx.)

Artificial Intelligence Engineer

Rs. 7,02,561 (Approx.)

*Source: Payscale

Scope of Machine Learning and Data Analytics Courses

Machine learning and data analytics online courses offer a wide scope in today's data-driven world. Graduates will gain the skills to extract valuable insights from data, driving informed decisions across industries like finance, healthcare, and e-commerce. The applications extend to fields like healthcare, finance, cybersecurity, and more, enabling professionals to contribute to innovation and research. Also, the salaries of machine learning engineers and data analysts are higher than in any other job role.

Top Recruiters in Machine Learning and Data Analytics Courses

Graduates of machine learning and data analytics courses are highly in demand by a variety of industries and companies. In today’s data-driven world, individuals with expertise in data analysis and machine learning are hired by top companies for better prediction and decision-making. Here are some top recruiters that actively hire professionals with expertise in these fields:

  • Amazon
  • Meta
  • Linkedin
  • Deloitte
  • MuSigma
  • Flipkart
  • IBM
  • Citrix
  • Accenture

FAQ's  

1. Which is better machine learning or data analytics?

Ans: It is hard to tell which one is better because both of them are great career options and both have high demand. The choice of selecting a career depends on the individual itself.

2. Why should I take a machine learning or data analytics course?

Ans: These machine learning data analysis courses can provide you with valuable skills in a rapidly growing field. Machine learning and data analytics are used in various industries to extract insights from data, make predictions, and optimize processes.

3. Who should take these courses?

Ans: These courses are suitable for a wide range of individuals, including students, professionals looking to upskill, researchers, and anyone interested in working with data to gain insights.

4. What programming languages are commonly used in these courses?

Ans: Python is the most widely used programming language in machine learning and data analytics due to its extensive libraries and ease of use. R is also popular for statistics and data analysis.

5. Do machine learning and data analytics courses online courses offer certificates?

Ans: Yes, many courses offer certificates of completion that can be added to your resume or LinkedIn profile. Some platforms also offer more formal certifications or even degrees in machine learning and data analytics.

Career Category
Specialization
Job Role
Skills

Pricing

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To
Online Degree

M.Sc in Machine Learning & Deep Learning

The M.Sc in Machine Learning & Deep Learning online course offers a unique chance for three-year university graduates and non-programmers to become Deep Learning and Machine Learning Specialists. The programme comprises three semesters of world-class learning experience in Scotland, as well as a preparation course covering Programming, Math and Research Skills.

The M.Sc in Machine LearningDeep Learning syllabus provides real-world experience and on a worldwide scale. The course is meant to help candidates get started in a comfortable setting by studying the fundamentals of the topics included in the course, then continue their further studies at the University of Strathclyde in Scotland because applicants are already well-versed on course-related topics in India.

The University of Strathclyde's Electronic & Electrical Engineering Department provides this M.Sc in Machine Learning & Deep Learning training which has been ranked first in Scotland and fifth in the United Kingdom by various Independent university ranking organisations. Candidates will gain expertise in algorithms, AI architecture and machine learning models implementation.

...Read More
24 Months

Offered by

Certificate

Post Graduate Program in Data Analytics & Machine Learning

The Post Graduate Program in Data Analytics & Machine Learning Certification Course covers fundamental aspects of data analytics and machine learning. The course is available in both full-time and part-time options that are suitable for freshers and early working professionals.

Through the Post Graduate Program in Data Analytics & Machine Learning Training Course, learners will explore the applications of data analytics through real-world case studies, hands-on projects, and business exercises. The course available on the Imarticus learning platform will provide learners with guaranteed interview opportunities.

After completing the Post Graduate Program in Data Analytics & Machine Learning Live Course, learners will receive a course certificate. You will get an opportunity to participate in a Hackathon and compete with aspirants from different parts of India and get a chance to showcase your skills

...Read More
6 Months
2,25,000
Skills Covered:
Data science knowledge Machine learning SQL knowledge Knowledge of Python Programming skills Knowledge of Data Visualization Knowledge of Big Data

Offered by

National Institute of Electronics and Information Technology, Chennai
Certificate

Certificate Course in Advance Data Analytics and Machine Learning using R

Designed after careful industry analysis, the Online Certification Course in Advance Data Analytics and Machine Learning using R by NIELIT progresses from the basics of R to advanced studies of data analytics. It includes 40 hours of learning in four weeks of weekday classes from 1:30 PM to 3:30 PM.

The course curriculum aims at training candidates in the field to meet the demands of the technologically-driven industry. Touching upon computational statistics applications and usages, it solves real-world data science problems. For the Online Certificate Programme in Advance Data Analytics and Machine Learning using R by NIELIT, candidates need to access a system of 8GM RAM with a broadband connection. A basic understanding of the Linux command line will be beneficial. 

The course also provides a combination of practice and knowledge in Data Science and its applications. Mr Sanjaav Kumar Jha instructs NIELIT’s Advance Data Analytics and Machine Learning using the R training programme. Upon satisfactory course completion, students will also earn their certificates. 

...Read More
4 Weeks
2,000
Skills Covered:
Machine learning Data science knowledge
Effecting Digital Transformation with Data Analytics Projects

Offered by

UMD via Edx
Making Evidence Based Strategic Decisions

Offered by

UMD via Edx
Certificate

Making Evidence-Based Strategic Decisions

4 Weeks
Beginner
Free
Data Analytics for Machine Learning with R

Offered by

Certificate

Data Analytics for Machine Learning with R

The Data Analytics for Machine Learning with R training makes candidates familiar with standard data analysis and management technologies, including machine learning, which may be used in real-world situations for creating statistical models by utilizing machine learning. 

This IIIT-Bhagalpur Certified Data Analytics for Machine Learning with R Online Course is designed to develop professional Data Analysts capable of working on data mining, machine learning, and statistical modeling for prescriptive and predictive corporate analytics. This program provides the opportunity to gain a thorough grasp and hands-on experience in Machine Learning and Data Analysis.

The Data Analytics for Machine Learning with R syllabus broadly covers R, as it is the most common data analytics tool because it is open-source, versatile, and has a large number of packages and a big community. “R” is the most popular program for Data Scientists because of its statistical capacity, graphical capability, and extensive range of packages. Join the queue for exciting professions in new technologies and become specialists with the IIIT-Bhagalpur Training Program to obtain experience and skills to tackle difficult business issues.

...Read More
50 Hours
40,000
Skills Covered:
Machine learning Knowledge of Python Knowledge of Artificial Intelligence

Offered by

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