18 Courses and Certifications

Online Data Science And Machine Learning Courses & Certifications

We know that data science and machine learning are two of the highly preferred skills among young professionals. Machine learning is one of the emerging technologies that use artificial intelligence algorithms to imitate humans. Data science is another major skill widely used by business organisations to extract valuable information and insight by analysing data. There are many courses including UG and PG programmes that integrate these two areas providing a broad overview. The data science and machine learning online courses and free data science and machine learning courses can help you to begin your journey. 

What is Data Science And Machine Learning?

Data science and machine learning are two vast areas consisting of a plethora of aspects. The promises a great future bringing many appellations into our daily life. Data science is the process of getting valuable information helpful for business decisions by analysing data. Machine learning is the subset of artificial intelligence and comes under the general platform of computer science. It is about assisting machines and software to imitate the way human functions. 

Who can Pursue Data Science And Machine Learning Courses?

Machine learning data science courses can be taken who come from a science and engineering background. Having the knowledge of various mathematical skills like statistics will help in taking data science and machine learning courses. Those who have an interest in working with data can also go for the data science machine learning courses. 

Eligibility Criteria of Data Science And Machine Learning Courses

To enrol in undergraduate and post-graduate data science and machine learning courses, the students will have to meet some eligibility criteria. Likewise, there are advanced and beginner-level online data science and machine learning courses. The beginner's level certification will only require the interested to explore the topic. Also, there are online masters, postgraduate certificate programmes, and executive postgraduate programmes in data science and machine learning and students must have a bachelor's in a related discipline to enrol in them. The eligibility criteria for the UG and PG programmes in data science and machine learning are as follows. 

UG Data Science And Machine Learning Courses

For enrolment in the undergraduate data science and machine learning courses, the candidate must have passed 10+2 with a minimum aggregate of 50%. 

PG Data Science And Machine Learning Courses

For the postgraduate data science and machine learning courses, the students must have completed a bachelor's in one of the related fields from any of the recognized universities/colleges. 

Entrance exams

The prerequisites for data science and machine learning courses will vary from college to college. Some institutions will hold entrance exams to provide admission. Some of such entrance examinations are: 

Skills Required for Data Science And Machine Learning Courses

Data science and machine learning courses are such courses that need a number of skills to get the full benefits. Mathematical skills and programming skills are essential requirements recommended for those who want to take data science and machine learning training. Some of such skills are given below: 

  • Calculus and Mathematics
  • Interpersonal Skills
  • Programming Skills
  • Statistics
  • Communication SKills

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What You Will Learn in Data Science And Machine Learning  Courses

The syllabus of data science and machine learning will have differences based on the institution and the level of programmes. The data science and machine learning bootcamp will discuss the fundamental aspects. The bachelor's and master's in data science and machine learning cover advanced theories. Some of the topics covered by data science and machine learning certifications. 

  • Programming for problem-solving
  • Linear Algebra and Matrix Analysis
  • Programming with R and Python
  • Data Management and Data Warehousing
  • Deep Learning and Text Mining
  • OOPS using JAVA
  • Distributed Algorithms and Optimisation
  • Database Management System
  • Linear Regression Models
  • Programming for Analytics
  • Data Structures using C

Popular Data Science And Machine Learning  Certification Courses

Online data science and machine learning courses are available on various online learning platforms like Edx, Coursera, Great Learning and Scaler Academy. Some of the best data science and machine learning courses are provided in the table below. 

Course

Provider

Duration 

Fee


Data Science and Machine Learning Program - Intermediate


Scaler Academy

13 Months

Rs 2,50,000

Post Graduate Certificate Program in Data Science and Machine Learning

MNIT Jaipur via Intellipaat

12 Months

Rs 1,12,005


Executive Post Graduate Programme in Data Science & Machine Learning

UMD via upGrad

12 Months



Rs 2,50,000

PG Certificate Program in Data Science, Machine Learning & AI

Hero Vired

11 Months

Rs 4,25,000

Advanced PGP in Data Science and Machine Learning (Part-Time)

StackRoute via NIIT

40 Weeks

Rs 2,20,000

Data Science Machine Learning and Artificial Intelligence programme

IIM Kozhikode via Emeritus

40 Weeks



Rs  2,04,999



Post Graduate Certificate in Data Science & Machine Learning

IIT Roorkee via Coursera

6 Months

Rs 1,12,500



Career Opportunities After Data Science And Machine Learning Courses

The professionals who have completed the data science and machine learning courses can work in technology companies and business organisations. Even entry-level professional opportunities provide satisfactory compensation. Some of the career options are given below. 

Also Read: View All Online IT Courses and Certifications

Salary Trends in Data Science And Machine Learning

The packages provided in data science and machine learning are lucrative. Even the freshers are compensated with a better salary because data scientists and ML engineers have huge demands in the job market. Some of the job profiles and their average salaries are given in the table below. 

Job Profile

Average Salary 

Data Scientist

Rs 903,864 p.a. (Approx.)

Machine Learning Engineer

Rs 749,613 p.a. (Approx.)

Data Engineer

Rs 881,689 p.a. (Approx.)

Data Architect

Rs 2,085,912 p.a. (Approx.)

Business Analyst 

Rs 637,315 p.a. (Approx.)

Data Analyst

Rs 491,296 p.a. (Approx.)

*Source: Payscale 

Scope of Data Science And Machine Learning Courses

Both data science and machine learning have a lot to promise in the future. Data science has become one of the essential talents everyone must have because of the huge amount of data. Organisations now need professionals who can extract valuable knowledge from structured and unstructured data to make better business decisions. Likewise, machine learning has been applied in many ways in our lives and has great potential in the coming future. 

Explore Major Course Providers

Udemy Courses & Certifications

Coursera Courses & Certifications

Udacity Courses & Certifications

Simplilearn Courses & Certifications

Eruditus Courses & Certifications

Emeritus Courses & Certifications

Edureka Courses & Certifications

Nulearn Courses & Certifications

Top Recruiters in Data Science And Machine Learning Courses

Multinational companies and technology companies hire professionals who have skills in data science and machine learning. Some of the recruiters who are likely to hire data science and machine learning graduates are: 

  • Amazon
  • Flipkart
  • Cognizant
  • Wipro
  • Accenture
  • JP Morgan Chase & Co
  • Uber

Data Science And Machine Learning Courses by Top Providers

Check the table below to know the data science and machine learning courses provided by top providers. 

Coding Ninjas Data Science And Machine Learning Courses & Certifications

Emeritus Data Science And Machine Learning Courses & Certifications

Jaro Education Data Science And Machine Learning Courses & Certifications

Skill Lync Data Science And Machine Learning Courses & Certifications

Talentedge Data Science And Machine Learning Courses & Certifications

Jigsaw Academy Data Science And Machine Learning Courses & Certifications

Eduonix Data Science And Machine Learning Courses & Certifications

IBM Data Science And Machine Learning Courses & Certifications

Great Learning Data Science And Machine Learning Courses & Certifications

Futurelearn Data Science And Machine Learning Courses & Certifications

Intellipaat Data Science And Machine Learning Courses & Certifications

Edx Data Science And Machine Learning Courses & Certifications


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FAQs

Q) Which are the top institutes that provide online data science and machine learning courses?

Ans) The top institutes that offer data science and machine learning courses are Imperial College, London, IIT Madras, IIT Guwahati, IIT Roorkee, IIM Kozhikode, and  MDI Murshidabad. 

Q) Which online platforms offer online data science and machine learning courses?

Ans) Online platforms providing online data science and machine learning courses include Edx, Great Learning, Coursera, Skill Lync, Coding Ninjas, upGrad, Scaler Academy, and  Jaro Education.  

Q) What career options are available in data science and machine learning? 

Ans) The career options available in data science and machine learning are data scientists, data architects, data analysts, business analysts and machine learning engineers.  

Q) Mention some of the top recruiters in data science and machine learning?  

Ans) Wipro, Amazon, Cognizant, and Flipkart are some of the recruiters in data science and machine learning. 

Q) What is the average salary in data science and machine learning?

Ans) The average salary in data science and machine learning is approximately Rs 903,864 and Rs 749,613 for data scientists and machine learning engineers respectively. 

Career Category
Specialization
Job Role
Skills

Pricing

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To
Data Science and Machine Learning Program- Beginner

Offered by

Certificate

Data Science and Machine Learning Program - Beginner

Data Science and Machine Learning Program - Beginner certification course is a 15 months programme that is an offering of the institution Scaler. This programme is responsible for ensuring that participants are gaining full knowledge, and their confidence is on the rise for understanding the challenges faced, and also finding out the solution for a data scientist or a machine learning engineer right from day number one. 

Data Science and Machine Learning Program - Beginner training programme has a comprehensive curriculum that is lectured upon live by industry experts and thought-leaders. With this course, the students are able to solve and improve business problems by utilising data science, and machine learning concepts. During this programme, the participants will be undergoing projects that have been built with the assistance of top tech companies. All the curriculum and live expert sessions can guide the candidates getting placed with two times salary growth in eminent organisations. 

...Read More
14 Months
Beginner
2,50,000
Skills Covered:
Machine learning Data science knowledge
Data Science and Machine Learning Program - Intermediate

Offered by

Certificate

Data Science and Machine Learning Program - Intermediate

Data Science and Machine Learning Program - Intermediate certification is 13 months of a programme that is a Scaler initiative. This programme does give the participants complete confidence, and knowledge from day one regarding the problems that are generally faced by the people data scientists or machine learning engineers. The students under this course will also be able to find out solutions for the challenges handled by the data scientists. 

Data Science and Machine Learning Program - Intermediate training programme will encourage all the participants to make use of skills in data science to keep on solving business problems for their betterment. This course is made of a diverse curriculum which is imparted as live sessions held by industry leaders. The Scaler course is developed based on the insights of 

50 famous tech companies, startups and around 100 data scientists, and ML engineers. The students undergo live sessions by mentors and experts that usually assist in getting placed with top companies in the field of technology with twice the salary hike for experienced personnel. 

...Read More
13 Months
Intermediate
2,50,000
Skills Covered:
Machine learning Data science knowledge
Certificate

Advanced Professional Certification Programme in Data Science & Machine Learning

This programme is designed for working professionals who want to learn the skills and techniques of data science and machine learning. The programme is delivered online through live classes by expert faculty members from IITs and industry. The Advanced Professional Certification Programme In Data Science & Machine Learning by Jaro Education in association with IIT Guwahati covers various topics such as data preprocessing, exploratory data analysis, statistical inference, and more.

The programme also includes two days of campus immersion at IIT Guwahati and a capstone project where the participants can apply their learned concepts to real-world problems. The programme duration is 10-12 months and the participants will receive a certificate of completion from IIT Guwahati’s E & ICT Department. The Advanced Professional Certification Programme In Data Science & Machine Learning course aims to help the participants become proficient in data science and machine learning and enhance their career prospects in the tech industry.

Also, read:

...Read More
12 Months
2,00,000
Skills Covered:
Machine learning Knowledge of Python Knowledge of deep learning
Integrated Program in Data Science Machine Learning and Artificial Intelligence Full Time

Offered by

Certificate

Integrated Program in Data Science, Machine Learning and Artificial Intelligence (IDMA – Full Time)

The Integrated Program in Data Science, Machine Learning and Artificial Intelligence (IDMA – Full Time) is a full-time online programme of eleven months. The course is designed and created with the view to help candidates build a career in data science, machine learning and artificial intelligence. This course will help students to be proficient in Python, R, Tableau, PowerBI, etc., according to the industry standards. At the end of the course, the candidate will get the Integrated Program in Data Science, Machine Learning and Artificial Intelligence (IDMA – Full Time) certification accredited from Hero Vired. The candidate would also get MIT, MicroMaster credential and post-graduate certification from BML Munjal University. The candidate needs to dedicate 25-30 hours of self-paced learning per week. The course will provide the students with world-class academic quality and practical experience. 

In-person and learning meetups - Interaction 1 and Interaction 2 - 6 days duration 

All the applicants are called for a non-compulsory in-person interaction two times a year during the first & the final quarter of the program. Applicants have to bear a separate cost for this which does not include travel costs to and from the location.

...Read More
11 Months
4,25,000
Skills Covered:
Machine learning Data science knowledge Knowledge of Data Visualization
Integrated Program in Data Science Machine Learning and Artificial Intelligence Part Time

Offered by

Certificate

Integrated Program in Data Science, Machine Learning and Artificial Intelligence (IDMA – Part Time)

Integrated Program in Data Science, Machine Learning and Artificial Intelligence (IDMA – Part Time) by Hero Vired is a unique offering concerning dealing with all three domains equally. This immersive part-time course is delivered by industry experts to make learners proficient in Python, Tableau, R, PowerBI, Excel, Azure, TensorFlow, SQL, PyTorch and KNIME. Integrated Program in Data Science, Machine Learning and Artificial Intelligence (IDMA – Part Time) Certification Syllabus shall be covered by faculty from institutions like NITI Aayog and Shine.com and is integrated with Data Science MicroMasters from MIT.

...Read More
11 Months
4,25,000
Data Science and Machine Learning Program - Advanced

Offered by

Certificate

Data Science and Machine Learning Program - Advanced

The Data Science and Machine Learning - Advanced online course offered by Scaler is an 11 to 15 months program based on the level of students. During live courses, students will learn to work on real-world industrial projects and receive real-time feedback from instructors. Learners will communicate with their peer learners to debate various ideas. 

The Data Science and Machine Learning - Advanced training teaches students a practical approach by sample projects such as developing the optimal strategy for giving discounts and coupons based on consumer behaviour, and experimenting with various driving routes to reduce wait times. estimate when meals will arrive at customers' homes by using various data and models of Artificial Intelligence, analyze millions of chat conversations using AI to detect fraud.

Students are chosen for beginner/Intermediate/Advanced level based on the 30 minutes MCQ test. Beginner and Intermediate levels cover certain basic subjects that Advanced level students do not need to know about. The Data Science and Machine Learning - Advanced syllabus covers various topics such as Advanced ProgrammingData Analytics, Machine Learning, Data Science, Statistical Analysis, Deep Learning, Big Data.

...Read More
11 Months
Expert
2,50,000
Skills Covered:
Machine learning Knowledge of Python Knowledge of Numpy
Data Science and Machine Learning Bootcamp

Offered by

Certificate

Data Science and Machine Learning Bootcamp

The Data Science and Machine Learning Bootcamp by Metis is a comprehensive online programme designed to teach you the most in-demand Machine Learning (ML) skills. You will receive individual guidance, online classes and up-to-date learning material to sharpen your skills. During the course, you will explore topics like deep learning, sequential data modelling, transfer learning, etc.

Throughout the Data Science and Machine Learning online programme by Metis, you will work on seven real-life projects. You will be able to create a portfolio for showcasing it to your future employers. 

Besides, you will receive continuous career support, live online project presentations, one-on-one sessions with Teaching Assistants (TAs) and expert instructors, workshops, etc. You can pay the Data Science and Machine Learning course fee in multiple ways and even qualify for a scholarship by fulfilling specific conditions. 

You can choose either of these Data Science and Machine Learning Bootcamp learning modes – Live Online and Online Flex. The Live Online format is a full-time course with engaging, interactive lectures that will last for 14 weeks. On the flip side, the Online Flex format is a 28-week-long programme consisting of on-demand lectures for more flexibility.

Also Read:
Data Science And Machine Learning Certification Courses

...Read More
28 Weeks
February 27 - September,08 2022
$ 14,000
Skills Covered:
Machine learning Data science knowledge Knowledge of deep learning
Data Science and Machine Learning using Python

Offered by

Certificate

Data Science and Machine Learning using Python

The Data Science and Machine Learning using Python Certification Course is a specialized course providing insights into data science and machine learning. The course will discuss topics including data analysis, data visualization, machine learning, statistics, and data structures.

The Data Science and Machine Learning using Python Online Course are offered by the Delhi University in association with the training partner R.K. College of Systems & Management (RKCSM). The course is taught with the help of informative video tutorials and capstone projects that will enhance the knowledge of learners. The applicants may be subjected to a screening process.

...Read More
6 Months
25,000
Skills Covered:
Data science knowledge Machine learning Knowledge of Data Visualization Statistical skills Knowledge of Python SQL knowledge Programming skills
Post Graduate Certificate in Data Science and Machine Learning

Offered by

Certificate Reviewed by expert

Post Graduate Certificate in Data Science & Machine Learning

The Post Graduate Certificate in Data Science & Machine Learning Training Course is a 100% online course that explores the fundamental aspects of data science and machine learning. The course offered on the Coursera learning platform covers the foundation of data analytics and AI.

Post Graduate Certificate in Data Science & Machine Learning Live Course is provided by the experts at the Indian Institute of Technology Roorkee, one of the topmost technical institutes in India. The course can be accessed by anyone without prior programming knowledge.

After completion of the course through video lectures, projects and group assignments, learners will receive a professional. Post Graduate Certificate in Data Science & Machine Learning.

...Read More
6 Months
1,12,500
Skills Covered:
Machine learning Data science knowledge

Offered by

Certificate

Post Graduate Program in Data Science and Machine Learning

The Master's Program in Data Science and Machine Learning Online Course is 24 weeks long course that focuses on the concepts and techniques of data science and machine learning. This Master's programme taught by experts aims to explore the role of data-driven strategies in the modern digital world.

The Master's Program in Data Science and Machine Learning Certification Course is suitable for students interested in the domains of computer science and computer science engineering. The programme constitutes 6 main courses that delve deep into the theoretical and practical applications of machine learning and data science.

After the successful completion of the Master's Program in Data Science and Machine Learning Live Course, learners will receive a course certificate. Candidates have the option to attend demo sessions of the course from technical specialists before deciding to enroll.

...Read More
24 Weeks
17,500
Skills Covered:
Machine learning Knowledge of Python Knowledge of deep learning Data science knowledge
Beginner Python and Math for Data Science

Offered by

Certificate

Beginner Python and Math for Data Science

The Python and Math for Data Science online programme by Metis are developed to serve as a foundation to develop your Data Science skills. This part-time course has 36 hours of learning content. You will attend two live virtual classes every week over six weeks.

During the Beginner Python and Math for Data Science certification course, you will explore the foundations of Python programming, linear algebra, probability, statistics, and calculus. Moreover, you will learn about the most common Python libraries such as Matplotlib, Pandas, and NumPy.

Metis’ Python and Math for Data Science online course will also introduce you to advanced Python concepts. These include functions, string manipulations, debugging, and error handling. This part-time programme will help you become skilled to write efficient code.

The Python and Math for Data Science training comprise detailed material on linear algebra, including vectors, linear equations, matrices, eigenvalues, etc. You will study stats topics like ANOVA, p-value, hypothesis testing and more.

...Read More
6 Weeks
February 06 - March,16 2022
$ 750
Skills Covered:
Data science knowledge Knowledge of Python Mathematical skill Statistical skills
Data Science With Machine Learning And data Analytics

Offered by

Certificate

Data Science With Machine Learning And data Analytics

Data Science With Machine Learning And data Analytics course is an online short programme created by DATAhill Solutions Srinivas Reddy that will explore data science using the techniques of Python Programming, R programming, SQL and WEKA tool kit. The course is designed with graduates who are interested in learning data science and  Software Professionals in mind.  The curriculum will go through all the topics of data science with machine learning and data analytics such as Data Collection, Feature Engineering, Data Integration, Text Mining, Regression Modelling etc. 

Data Science With Machine Learning And data Analytics online course, administered by Simpliv Learning, is open for all graduates and demand the prior knowledge of coding in the programming languages of R and Python, apply any python IDE or R IDE and implementation of R or Python programmes. Basic knowledge of programming and mathematical concepts also are needed before starting the programme. 

Data Science With Machine Learning And data Analytics certification also provides the learners with unlimited access to the learning materials including the video lecture all the lifetime with one-time payment access. The participants will be awarded a certificate at the end of the course boosting their career opportunities. The interested students can choose the programme by making the payment of  $ 49.9 as a fee. 

...Read More
72.22 Hours
$ 49
Skills Covered:
Knowledge of Data mining Knowledge of deep learning Natural Language Processing Machine learning Predictive Modeling knowledge Statistical skills Knowledge of Data Visualization

Offered by

Certificate

Python for Data Science and Machine Learning Bootcamp

The Python for Data Science and Machine Learning Bootcamp online course is a study about Data Science that focuses on the software programming language Python to assess data, create data visualizations, and techniques to utilize machine learning algorithms. This online course is provided by the online education provider Udemy for the students who wish to develop their skills in Data Science.

The course instruction is done by the course educator Jose Portilla, the head of Data Science at Pierian Data Inc. This Data Science program engages students in theoretical concepts and practical learning of the programming language and algorithms. This online course enables the students to upskill themselves as Data Scientists.

The online video lectures, articles, and other resources aid in the enhanced discussion of concepts and principles of data science. The student of the ‘Python for Data Science and Machine Learning Bootcamp’ training program is given the course certificate after completing the course.

...Read More
3,499
Skills Covered:
Data science knowledge Machine learning Knowledge of Algorithms Knowledge of Python

Offered by

Certificate

Python for Machine Learning & Data Science Masterclass

The Python for Machine Learning & Data Science Masterclass is a pretty small certification course that is designed by Udemy. This course will teach Python along with tools like Pandas, Numpy, Scikit-Learn, Matplotlib, and more. The certificate has a very high rating of 4.7 stars out of 5. This course is made ready for students who already know a little bit of Python but are definitely ready to dive deeper to get accustomed to the skills of Python for Data Science and Machine Learning.

With the Python for Machine Learning & Data Science Masterclass training, the participants can be working in the largest tech companies as data scientists. They get trained in such ways that they turn out to be extremely hirable, and favourable candidates in today's workplace environment. Designed to be delivered both in-person, this course is balanced shuffling between the practical, and real-world case studies with the theory of mathematics.

...Read More
3,199
Skills Covered:
Machine learning Data science knowledge Knowledge of Python

Offered by

Certificate

Introduction to Machine Learning for Data Science

This Introduction to Machine Learning for Data Science is a very small course that can be traced and learnt from the provider platform Udemy. If candidates are people who are enthusiastic about basic computer skills then this programme is for them. This is a completely online programme that is accessible through both television, and mobile platforms. The certificate of completion is ideal for simply any group of people starting from novice to the already experienced ones.

Introduction to Machine Learning for Data Science training is designed in such an easy way that regular candidates will be understanding the concepts of data science and machine learning including python. This online certification has created real closed captions for those with additional hearing impairment. This is an introductory course that will enlighten the student’s thoughts with information on technological advancements. This course has been created especially for the ‘Udemy Business’ collection so that machine learning can be implemented, and problems can be checked based on society.

...Read More
2,999
Skills Covered:
Knowledge of Python

Offered by

Certificate

Learn Data Science and Machine Learning with R from A-Z

The Learn Data Science and Machine Learning with R from A-Z online certification address the real statistical computer science topics such as programming in R, reading data into R, accessing R packages, writing R functions, debugging, profiling R code, and organising and commenting on R code as well as how to utilise R for successful data analysis, visualisation, and practical data application.

Learn Data Science and Machine Learning with R from A-Z certification course is created by Juan E Galvan - Entrepreneur, Web Developer & Instructor and offered by Eduonix, an E-learning platform focused at both beginners and experts to help them develop new skills and polish the existing. Learn Data Science and Machine Learning with R from A-Z syllabus covers six main sections such as Data Science + Machine Learning course + R Programming Intro, Data Types/Structures in R, Data Manipulation in R, Data science in R, Machine Learning, and Starting a Data Science Career. The course offers more than 28 hours of pre-recorded videos in 81 separate lectures. 

...Read More
995
Skills Covered:
R Programming Data science knowledge Machine learning Knowledge of Data Visualization

Offered by

Certificate

Diploma in Python with Data Science and Machine Learning

Diploma in Python with Data Science and Machine Learning Course is meant to expose the students to both basics and advanced level concepts of Python and Python with data scones and machine learning. The curriculum of the course developed by Global Education Foundation will cover writing the Python scripts, file operations, regular expressions, working with binary data, Variables in Python, Data Types, Lists in Python, Python Dictionary, Python Operators, and many more. 

Administered by Udemy, Diploma in Python with Data Science and Machine Learning  Online Course will walk the learners through many aspects including data science &  machine learning, Data Analysis Numpy, Data Analysis Pandas and the like. Diploma in Python with Data Science and Machine Learning Certification will render the students a 30-day money-back guarantee, access to the course videos both on TV and mobile, and the like. 

...Read More
1,299
Skills Covered:
Knowledge of Data Visualization

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