How to build a career in data science?
Data science has a become a popular career option in recent days. The growing demand for the skills such as Data science and artificial intelligence, it has become the relevant field for the research and work. If you are looking for a career in Data science then it will provide the details on how to become a data scientist.
What is data science?
Data science is a multi-disciplinary domain which consists of statistics, algorithms, data analysis and machine learning techniquesto study different patterns and phenomenon. The insights from data science are used for problem solving and research in various scientific and technical areas.
What does a data scientist do?
Data scientists use different techniques and tools to make sense of the data. These results can be used by business to develop different business models and products.
How to build a career in data science?
Data scientists have become an important source as they do data analysts to make better decisions.
Scope of Data science: In India sectors such as healthcare, pharmaceuticals, banking, telecommunications, e-commerce, and media require data scientists are looking to hire data scientists. In India, over 50000 data scientist opportunities are available for skilled job seekers.
Demand for data science
Banking and financial sector is creating 44% of data science jobs in the market. It was estimated that, India will create nearly 39000 jobs in data science across the sectors such as agriculture and aviation. Premium technologies such as data science will see a big demand in fields like AI, cyber security, space exploration and driverless transportation.
Qualification required for data science
As we discussed data science uses multi-disciplinary approach to problem solving and analysis you should have background in mathematics, statistics, and computer science to become a data scientist. Candidates with good knowledge of programming languages and relevant work experience will have better opportunities in data science. Candidates with PHD will be preferred for the data science role.
Data science courses and certifications
Here is a list of some popular data science courses and certifications.
1. Website: Coursera/University of Michigan
Course: Applied Data Science with Python Specialization
Price: INR 3,474 per month
Format: Online
Learning duration: Self-paced (Approx. 5 months)
2. Website: Udacity
Course: Intro to Machine Learning
Price: Free
Format: Online
Learning duration: Self-paced (Approx. 6 months)
3. Website: Dataquest
Course: Data Analyst in R
Price: Free
Format: Online
Learning duration: Self-paced
4. Website: Udemy
Course: Python for Data Science and Machine Learning Bootcamp
Price: INR 12,480
Format: Online
Learning duration: Self-paced
5. Website: Coursera
Course: IBM Data Science Professional Certificate
Price: INR 2,765 per month
Format: Online
Learning duration: Self-paced (2 months approx.)
6. Website: Coursera/John Hopkins University
Course: Data Science Specialization
Price: INR 3,474 per month
Format: Online
Learning duration: Self-paced (8 months approx.)
7. Website: Udemy
Course: The Data Science Course 2019
Price: INR 12,800
Format: Online
Learning duration: Self-paced
8. Website: Datacamp
Course: Introduction to Machine Learning
Price: Subscription-based (INR 2020 per month for 247 courses)
Format: Online
Learning duration: 6 hours
9. Website: Edureka
Course: Data Science Certification Course using R
Price: INR 24,899
Format: Online
Learning duration: 30 hours
10. Website: Edx/Harvard University
Course: Professional Certificate in Data Science
Price: $441.9/INR 30,723(approx.) for 9 courses
Format: Online
Learning duration: Self-paced (2-4 months)
11. Website: Digital Vidya
Course: Data Science Master Program
Price: INR 34,900 + GST
Format: Online
Learning duration: Self-paced (Minimum 21 weeks)
12. Website: Simplilearn
Course: Data Scientist Master’s Program
Price: INR 44,999
Format: Online
Learning duration: Self-paced or online classroom
13. Website: Coursera/Duke University
Course: Statistics with R Specialization
Price: INR ?3,474 per month
Format: Online
Learning duration: Self-paced (Approx. 7 months per course)
14. Website: Upgrad/IIIT Bangalore
Course: PG Diploma in Data Science
Price: INR 2,85,000
Format: Online
Learning duration: 11 months
Job roles in data science
- Data Scientist
- Data Analyst
- Data Engineer
- Business Intelligence Professional
- Statistician
- Machine Learning Engineer