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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.
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
- 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.
Data Science and Machine Learning Program - Intermediate
Post Graduate Certificate Program in Data Science and Machine Learning
Executive Post Graduate Programme in Data Science & Machine Learning
PG Certificate Program in Data Science, Machine Learning & AI
Advanced PGP in Data Science and Machine Learning (Part-Time)
Data Science Machine Learning and Artificial Intelligence programme
Post Graduate Certificate in Data Science & Machine Learning
IIT Roorkee via Coursera
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.
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.
Rs 903,864 p.a. (Approx.)
Machine Learning Engineer
Rs 749,613 p.a. (Approx.)
Rs 881,689 p.a. (Approx.)
Rs 2,085,912 p.a. (Approx.)
Rs 637,315 p.a. (Approx.)
Rs 491,296 p.a. (Approx.)
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.
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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:
- JP Morgan Chase & Co
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.
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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.