Data science combines domain expertise, programming skills, and knowledge of mathematics, and statistics for extracting meaningful insights from data and databases while machine learning is related to AI and computer science with its main focus on how to use data and algorithms imitating human behavior.
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Machine learning is one of the most important tools for data scientists. Aspirants can pursue Data Science and Machine Learning Courses at the Certificate and PG levels. In order to pursue these courses, one must have completed a Bachelor's degree in Data Science or its related fields. The course fees for these courses can be anywhere between INR 7,000 - 5,00,000.
Some of the popular courses include Data Science: Complete Data Science and Machine Learning, Data Science: Machine Learning, Machine Learning for Data Science and Analytics, etc at Certificate level and Advanced PGP in Data Science and Machine Learning, Post Graduate Certificate Program in Data Science & Machine Learning, PG Certificate Program in Data Science and Machine Learning, etc at PG level. Check: Machine Learning Jobs
The most popular job profile after Data Science and Machine Learning Course is Data Scientist. A Data Scientist earns an average of INR 8,60,316 according to PayScale. They can work in various sectors such as Healthcare, Transport, E-commerce, Genomics, and many more. Some other job profiles include NLP Scientist, Data Engineer, Data Scientist, Machine Learning Engineer, etc. Check: Data Science Courses Online
Table of Content
2.1 Bangalore
2.2 Pune
2.3 Mumbai
2.4 Delhi
2.5 Hyderabad
4.1 Udemy
4.2 UpGrad
4.3 EdX
5.1 Python for Data Science and Machine Learning Free Course
Best Data Science and Machine Learning Courses
Data Science and Machine Learning are interrelated and often go together. There are numerous courses that provide teachings for Data Science and Machine Learning. Here is a list of top Data Science and Machine Learning Courses.
| Course Name | Provider | Course Fees |
|---|---|---|
| Introduction to Machine Learning for Data Science | Udemy | Udemy | INR 3,499 |
| Complete Machine Learning & Data Science Bootcamp 2023 | Udemy | INR 3,499 |
| Data Science 2023: Complete Data Science & Machine Learning | Udemy | INR 3,499 |
| Master's in Data Science Program Online | Intellipaat in collaboration with IBM | INR 62,643 |
| Data Science: Machine Learning | Harvard University (EdX) | INR 7,407 |
| Machine Learning for Data Science and Analytics | Columbia University (EdX) | INR 7,407 |
| Data Science & Machine Learning | Eruditus (IIT Delhi) | INR 1,25,000 + GST |
| PG Program in Data Science | Purdue University (Simplilearn) | INR 2,39,000 |
Check: Data Science Courses on Google
Data Science and Machine Learning Courses in India
There are numerous Data Science Courses after the 12th and Machine Learning Courses for free in India which are provided by various reputed Institutions and Platforms. Among the best cities for Data Science and Machine Learning Courses for beginners in India, Banglore, Pune, Mumbai, Delhi, and Hyderabad are among the best ones. The sections below will give the list of courses in these top cities of India.
Data Science and Machine Learning Courses in Bangalore
Here is a list of Top Data Science and Machine Learning Courses in Bangalore along with their details such as fees and Providers.
| Course Name | Provider | Fees |
|---|---|---|
| Certificate Course in Data Science | 360DigitMG | INR 33,040 |
| Data Science Course in Bangalore | Imtellipaat | INR 85,044 |
| PG Program in Data Analytics and Machine Learning | Imarticus | INR 2,15,000 |
| Postgraduate Program In Data Science And Machine Learning | Jigsaw Academy | INR 3,65,000 + GST |
| Data Science & AI Certification | Learnbay | INR 65,000 + GST |
| Data Science with Python Certification Training | Appoinix Academy | NA |
Check: Data Science Courses by Microsoft
Data Science and Machine Learning Courses in Pune
Here is a list of top Data Science and Machine Learning Courses in Pune along with their fees.
| Course Name | Provider | Fees |
|---|---|---|
| Data Science Course Training | ExcelR | INR 59,999 (Classroom), 54,999 (Live Virtual) & 20,999 (Self-paced) |
| Masters Program Data Scientist Course | Simplilearn | INR 47,989 |
| Data science Course in Pune | SevenMentor | NA |
| Data Science Training | 3RI Technologies | NA |
| Data Science Course in Pune | Technogeeks | NA |
| Data Science Course in Pune | Datamites | INR 30,345 - 42,945 |
| Data Science Training & Certification | Radical technologies | NA |
Check: Data Science Courses by IBM
Data Science and Machine Learning Courses in Mumbai
The table below is a list of top Data Science and Machine Learning Courses in Mumbai along with their fees.
| Course Name | Provider | Fees |
|---|---|---|
| Data Science Courses In Mumbai | MCTA | NA |
| Data Science Course Training | ExcelR | INR 59,999 (Classroom), 54,999 (Live Virtual) & 20,999 (Self-paced) |
| Masters Program Data Scientist Course | Simplilearn | INR 47,989 |
| Data Science Course | InventaTeq | INR 16,999 |
| Data Science and Machine Learning: Making Data-Driven Decisions | Great Learning | INR 1,42,224 |
| PG Certification in Data Science | Itvedant | NA |
Data Science and Machine Learning Courses in Delhi
The table below gives the list of top Data Science and Machine Learning Courses in Delhi along with their fees and providers.
| Course Name | Provider | Fees |
|---|---|---|
| Master in Data Science Program | Techstack | INR 11,000/month |
| Data Science 360 Course | AnalytixLabs | INR 38,000 |
| PG Certificate Program in Data Science and Machine Learning | Jigsaw Academy | INR 3,50,000 + GST |
| Advanced Certification in AI & Machine Learning | Edvancer | INR 1,49,900 + GST |
| PG Program In Data Science | IMS Pro School | NA |
| PG Program in Data Analytics and Machine Learning | Imarticus | INR 2,15,000 |
Check: Data Science Courses in Delhi
Data Science and Machine Learning Courses in Hyderabad
Given below in the table is a list of top Data Science and Machine Learning Courses in Hyderabad along with their fees.
| Course Name | Provider | Fees |
|---|---|---|
| Data Science Course Training in Hyderabad | ExcelR | INR 59,999 (Classroom), 54,999 (Live Virtual) & 20,999 (Self-paced) |
| Data Science course program | Innomatics | NA |
| Data Science Course | InventaTeq | INR 20,000 |
| PG Program in Data Science and Engineering | Great Learning | INR 3,50,000 + GST |
| Data Science Course in Hyderabad | FITA Academy | NA |
| Data science Training | Naresh ITechnologies | NA |
| Data Science Course Training in Hyderabad | AI Patasala training institute | INR 12,500 - 22,500 |
Check: Python for Data Science
PG Data Science and Machine Learning Course
PG Data Science and Machine Learning Course are one of the most opted courses after completion of a bachelor's course in a relevant field. Some of the best courses include courses by NIIT, IIT Roorkee, Jigsaw Academy, etc. The table below will give the list of PG Data Science and Machine Learning Courses along with their providers.
| Course Name | Provider | Course Fee |
|---|---|---|
| Advanced PGP in Data Science and Machine Learning | NIIT | INR 2,25,000 + GST |
| Post Graduate Certificate Program in Data Science & Machine Learning | IIT Roorkee | INR 3,54,000 |
| PG Certificate Program in Data Science and Machine Learning | Jigsaw Academy | INR 3,50,000 +GST |
| PG Program in Data Science and Engineering | Great Learning | INR 3,50,000 + GST |
| Executive PG Certificate Program in Data Science | IIT Roorkee (Cloudxlab) | NA |
| Executive PG Programme in Data Science | IIIT Bangalore(UpGrad) | INR 2,99,000 |
| PG Program in Data Science | Rise in association with KPMG | INR 1,25,000 + GST |
Check: Free Data Science Courses
Data Science and Machine Learning Courses Online
Top online platforms including Udemy, Upgrade, EdX, and Coursera offer Data Science and Machine Learning Courses Online. These courses provide the required skills and training required to start learning Data Science and Machine Learning. The sections below will give the list of online courses on various platforms.
Udemy
The following table is a list of top Udemy Data Science and Machine Learning Courses along with their fees and duration.
| Course Name | Duration | Fees |
|---|---|---|
| Python for Data Science and Machine Learning Bootcamp | 25 hours | INR 3,499 |
| Complete Machine Learning & Data Science Bootcamp 2023 | 43 hours | INR 3,499 |
| Data Science 2023: Complete Data Science & Machine Learning | 26 hours | INR 3,499 |
| DATA SCIENCE with MACHINE LEARNING and DATA ANALYTICS | 72.5 hours | INR 3,499 |
| 2023 Python for Machine Learning & Data Science Masterclass | 44 hours | INR 3,499 |
| Learn Python for Data Science & Machine Learning from A-Z | 23 hours | IMr 3,499 |
| Data Science 2023: Data Science & Machine Learning in Python | 18.5 hours | INR 3,499 |
| Data Science: Machine Learning and Deep Learning with Python | 14.5 hours | INR 1,280 |
Check: Machine Learning Syllabus
UpGrad
UpGrad provides various courses at postgraduate and certificate levels for Data Science and Machine Learning. The table below is a list of Data Science and Machine Learning Courses by UpGrad.
| Course Name | Duration | Fees |
|---|---|---|
| Executive PG Programme in Data Science | 12 months | INR 2,99,000 |
| Advanced Certificate Programme in Data Science | 8-8.5 months | INR 99,000 |
| Executive PG Programme in Machine Learning & AI | 13 months | INR 2,99,000 |
| Master of Science in Machine Learning & AI | 18 months | INR 4,99,000 |
| Certification Program in Data Science with Artificial Intelligence | 6 months | INR 25,000 |
Check: Free Machine Learning Courses
EdX
Popular online short-term course providers such as Harvard University, Columbia University, etc provide courses on the EdX platform. The table below is a list of Data Science and Machine Learning Courses on the EdX platform along with their fees.
| Course Name | Duration | Fees |
|---|---|---|
| Machine Learning for Data Science and Analytics | 5 weeks, 7-10 hours/ week | INR 7,407/ Free |
| Data Science: Machine Learning | 8 weeks, 2-4 hours/ week | INR 7,407/ Free |
| Professional Certificate in Data Science | 1 year, 5 months, 2-3 hours/ week | INR 59,320 |
| Data Science and Machine Learning Capstone Project | 6 weeks, 3-4 hours/ week | INR 11,149/ Free |
| Data Science and Machine Learning Essentials | NA | NA |
Check: Machine Learning Courses For Beginners
Data Science and Machine Learning Course Free
Most of the Data Science Course covers Machine Learning. You can also join free Data Science and Machine Learning Courses if you want to. The table below is a list of free courses.
| Course Name | Provider | Duration |
|---|---|---|
| Introduction to Data Science Specialization | Coursera | 4 months, 3 hours/ week |
| Executive Data Science Specialization | Coursera | 2 months, 6 hours/ week |
| Data Science, Machine Learning, Data Analysis, Python & R | Udemy | 8 hours |
| FREE Python, Data Science & Machine Learning Mini-Course for Professionals | Data Science Infinity | NA |
| Machine Learning for Data Science and Analytics | EdX | 5 weeks, 7-10 hours/ week |
| Data Science: Machine Learning | EdX | 8 weeks, 2-4 hours/ week |
| Intro to Data Science | Udacity | 2 months |
Check: Machine Learning Courses For Mechanical Engineers
Python for Data Science and Machine Learning Free Courses
Python is an important skill to master in Data Science and Machine Learning. Here are some of the free Udemy Python for Data Science and Machine Learning Courses for your reference.
| Course Name | Provider | Duration |
|---|---|---|
| Introduction to Python | Analytics Vidhya | - |
| Python for Data Science | Cognitive Class | 20 hours |
| Data Science with Python | Great Learning | 11.5 hours |
| Introduction to Data Science using Python (Module ?) | Udemy | 2.5 hours |
| Python Specialization with a hands-on approach | Cloudxlab | Self-paced |
| Python for Data Science and Machine Learning Bootcamp | Free download course | 25 hours |
| Introduction to Python & Machine Learning (with Analytics Vidhya Hackathons) | Datacamp | 2 hours |
Data Science and Machine Learning Syllabus
Data Science and Machine Learning cover various areas including Data Science, Machine Learning, Programming, Data Analysis, and many more. The table below is a list of topics that come under Data Science and Machine Learning.
| Introduction to Data Science | Mathematical & Statistical Skills |
| Machine Learning | Coding |
| Algorithms used in Machine Learning | Statistical Foundations for Data Science |
| Data Structures & Algorithms | Optimization Techniques |
| Data Visualization | Matrix Computations |
| Scholastic Models | Experimentation, Evaluation, and Project |
| Deployment Tools | Predictive Analytics and Segmentation using Clustering |
| Applied Mathematics and Informatics | Exploratory Data Analysis |
| Scientific Computing | Business Acumen & Artificial Intelligence |
Check: Data Science Syllabus
Data Science and Machine Learning Books
Python Data Science Handbook, Understanding Machine Language: From Theory to Algorithms, etc are among the books related to Data Science and Machine Learning. The table below is a list of a few Data Science and Machine Learning books along with their authors.
| Name of the best | Authors |
|---|---|
| Python Data Science Handbook | Jake VanderPlas |
| Understanding Machine Language: From Theory to Algorithms | Shai Shalev-Schwartz & Shai Ben David |
| Python for Data Analysis | Wes McKinney |
| Think Python | Allen B. Downey |
| Practical Statistics for Data Scientists | Peter Bruce & Andrew Bruce |
| An Introduction to Statistical Learning | Gareth James, Daniela Witten, Trevor Hastie & Robert Tibshirani |
| Machine Learning A Probabilistic Perspective | Kevin P. Murphy |
Check: Machine Learning With Python
Scope in Data Science and Machine Learning
Data Science and Machine Learning is a combination of Computer Science, Mathematics & Statistics, and Business making it one of the highest-growing careers with huge career opportunities.
- The demand for Data Scientists is increasing, since 2012 there is a massive hike of around 650% with industries and organizations turning towards Artificial Intelligence, Machine Learning, and Big Data.
- A Data Scientist and Machine Learning Engineer can work across numerous sectors including Health care, Transport, E-commerce, Genomics, and many more.
- Post computer of Data Science and Machine Learning course, one can work as an NLP Scientist, Data Engineer, Data Scientist, Machine Learning Engineer, and other job profiles.
- One can earn an average salary of INR 4,00,00 to INR 9,00,000 per annum after Data Science and Machine Learning Course.
- They can also become a Python Programmer, Statistician, Tableau Developer, Business Analytics, Artificial Intelligence, Big Data Analytics, etc.
Data Science and Machine Learning Jobs
Some of the popular job profiles after Data Science and Machine Learning Courses include Data Scientist, Machine Learning Engineer, Data Engineer, Software Developer, etc. The details of the same are given below in the table.
| Job Profiles | Description | Average Annual Salary |
|---|---|---|
| Data Engineers | They are responsible for developing algorithms and transforming data used by Data Analysts. | INR 8,57,779 |
| Data Scientist | They are responsible for solving complex problems and utilizing skills and knowledge in order to find trends and manage data. | INR 8,60,316 |
| Machine Learning Engineer | Their work includes creating programs that help machines in taking action without being directed. | INR 7,32,566 |
| Software Developer | They are the ones with brainstorming skills and are responsible for developing new software. | INR 5,17,208 |
| Data Analyst | Their work includes gathering useful data and organizing and using them to reach the required targets. | INR 4,56,667 |
Data Science and Machine Learning Courses: FAQs
Ques. Can you study data science and machine learning?
Ans. Yes, you can study data science and machine learning. In fact, Data Science and Machine Learning go hand in hand and are one of the important skills required to be a Data Scientist.
Ques. Who can learn data science and machine learning?
Ans. A bachelor's degree in Statistics, Machine Learning, and other related fields are required to learn Data Science and Machine Learning. However, it is not mandatory, but a strong background in Mathematics and Statistics including Linear Algebra, Calculus, Probability, and others is important if you want to learn data science.
Ques. How do I start learning data science and machine learning?
Ans. To start learning Data Science and Machine Learning, it is important to have the required educational qualification. Apart from this, a strong background in mathematics and statistics is required. And in order to develop the in-demand skills, you can pursue various Data Science and Machine Learning Courses given in the sections above.
Ques. Which is the best online course for data science and machine learning?
Ans. Some of the best online courses for Data Science and Machine Learning are as follows Complete Machine Learning & Data Science Bootcamp, Data Science: Complete Data Science & Machine Learning, Master's in Data Science Program Online, Data Science: Machine Learning, Machine Learning for Data Science and Analytics, Data Science & Machine Learning and PG Program in Data Science.
Ques. What are the fees for a data science course?
Ans. The course fees for Data Science and Machine Learning Courses can be anywhere between INR 7,000 - INR 5,00,000.
Ques. Can I learn data science and machine learning on my own?
Ans. Yes, you can learn Data Science and Machine Learning on your own. Some of the important topics include Linear algebra, Computer Programming in Python, Graph Theory, Data structure and algorithm, Probability in Statistics and Data Science, Machine learning, Statistical Learning, and NLP.
Ques. Is data science a good career?
Ans. Yes, Data Science is a good career. In fact, it is one of the best-growing career options and offers opportunities to work across various sectors.
Ques. Will there be more data science and machine learning jobs in the future?
Ans. Yes, there will be more machine learning jobs in the future. It is one of the best emerging career options and since 2012, there has been a rise in demand for Data Science professionals.
Ques. What other programming languages I should know that can be beneficial in Data Science and Machine Learning?
Ans. C++, Python, Java, SQL, and R are some of the programming languages that will be beneficial for Data Science and Machine Learning.
Ques. Ques. What is the eligibility for learning Data Science and Machine Learning?
Ans. To pursue a Data Science and Machine Learning Course, you need to have a bachelor's degree in Data Science, Machine Learning, and related fields with at least 50 - 55% marks from a recognized University.
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