In recent years, data science is in the spotlight in several industries. Private to government bodies are generating revenue by using these data science technologies. The generated raw data information needs to be organized in a systematic way which needs the right resource to make something meaningful out of it. The fast-growing industries analyze these raw data with the help of data specialists to take valuable information about the market.
The new accessibility of data and advanced data science is enhancing the traditional and accountable fundamental investment research, which sparks the revolution in active management. So many professionals are switching their careers to data science.
Data science is a vast subject with various specializations. Each specialization carries its weightage. With the combination of applied mathematics and computer science, data science helps you to understand the raw data and its production by algorithms and machines. By using various tools, processes and statistical models to find data patterns, which will be used to make predictions. These predictions are highly used in the company or organizational business decisions. Since data is a complex field, most companies and organizations will hire only skilled data professionals. So the data science field is one of the thrilling, challenging and rewarding professions.
We are in the middle of the software and IT revolution, which came in the form of data science. Data science is formed by various forms such as Artificial Intelligence(AI), Machine Learning(ML), Cloud Computing. Now for any innovation, data will play a crucial factor and automation creates more efficient alternatives that can’t be made by anyone. Data has become a more important thing for the current market. Be it Medical or IT, telecommunication and networking, Financial or educational. Data analysis proved its value time and time again to solve any kind of serious problem, which leads to the demand of data scientists.
Study options for data science and related courses:
Various online platforms are offering the best of the best data science courses and computer science courses for working professionals. Online platforms like Udemy, edX, UpGrad, Great learning, Simplilearn, Coursera and many more are offering various types of online courses with specializations in a computer science course. There are various computer science courses related to data science such as Tableau courses, PowerBI courses, and various computer languages like Java, R, Python. These courses will easily make you enter the data science field.
These e-learning modules are designed for working professionals, where they can study in their free time or at weekends. They are offering weekend live classes, pre-recorded classes, one-on-one interaction with industrial experts, professional guidance, certification from top universities from the globe. Few platforms are collaborating with top companies like IBM, Microsoft, Google. So now you can sit in your home and get certified in one of the high in demand specializations from the top university of your choice. These e-learning platforms offer Post-Graduation diploma courses, professional certification courses, and Master degree programs in a computer science course.
One who is good at visualization, analytics, and algorithms can easily switch their career to data science. Data science has a wide application that depends on the field, tools that will be used.
Tools used in data science:
There are various tools used in data science and machine learning. Artificial Intelligence is a part of machine learning and machine learning is another part of data science. It depends on you, in which field you need to make your career move. These are the few basic tools that are used in data science.
- Python
- SQL
- Tableau – Data Visualization software
- SAS – one of the oldest tools used in data analysis
- Apache Spark – powerful analytics engine
- R
best data science courses:
- Post Graduate Diploma in Data Science
- PG Diploma in Data Science and AI
- PG Diploma in Data Science And Analytics
- MBA in Data Science and Analytics
- M.Tech Data Science
- MS Data Science
- Professional Certificate for Business Decision Making
- Advance Programme in Data Science
- Executive PG Programme in data science
- Advanced Certificate Programme in Data Science
Can a non-technical professional do a data science course?
Yes, A non-technical background person or professional also can do data science courses. Various courses will help you to get into the data science field. The most important thing in data science is curiosity and problem-solving ability, new insights from old datasets. There are a few things you can keep in your mind before you enter the data science career field
- Join data science communities
- Attend data science events
- Get a mentor in the field
- Skill up with a curated curriculum
- Do real-life projects
These are a few more courses that will also help you to get into the Data science field.
- Algorithm Design and Analysis.
- Scientific Computation.
- Probability and Statistical Modeling for Computer Science
- Database Systems.
- Introduction to Artificial Intelligence.
- Machine Learning.
- Image Processing and Analysis.
Also read: The Future of Model Governance
Career options in data science
As I mentioned earlier, a career in data science is huge, demandable and rewarding. The future in data science is bright. If you are passionate about tech and analytics, a mind for problem-solving then this career is made for you. Even if you are not from a technical background, the above computer science courses and best data science courses will help you to enter this rewarding field. It will never disappoint you in terms of learning and a healthy paycheck will never disappoint your hard work.
Job opportunities in data science:
- Data Scientist.
- Machine Learning Engineer.
- Machine Learning Scientist.
- Applications Architect.
- Enterprise Architect.
- Data Architect.
- Infrastructure Architect.
- Data Engineer.