Data science is nothing but the strategy used by professionals to help companies analyze market trends, make data-driven decisions, and maximize profit. In Bangladesh, data science is one of the job roles that offer a promising career and an excellent salary.
Data scientists are said to earn much more than the average software engineer. According to the latest study, the trends suggest a tremendous and increasing demand for data science among Commerce (11%), Pharma and Healthcare (12%), Energy (13%), Banking and Insurance (38%).
Bangladesh has several job openings for data science aspirants who pursue the course. But the question that arises is how to apply for the data science course in Bangladesh?
In Bangladesh, any aspirant can pursue data science online courses to learn the fundamentals of data science or pursue a full-time course in data science after 12th, such as a UG, diploma, PG, Ph.D. courses in computer science, and other related engineering streams.
A bachelor’s degree in data science or an associate degree is the most preferred education level. A few certifications can help the data science aspirants get hired by good companies.
Understanding Data Science Course
Data science is the mixture of data science algorithms, tools, and machine learning principles that helps companies discover hidden patterns from a raw data set. The study of data science is not similar to the statistics courses; they differ in many ways. This needs to be clarified because people feel that they can complete a statistics course to land a job in data science.
In statistics, you will usually explain the scenario going on by working on the history of data. Whereas in data science, you use advanced machine learning algorithms that help identify a specific event soon.
The courses in data science enable the users to create a few models that can make decisions using their intelligence. They can also modify the decisions using dynamic parameters.
Predictive Causal Analytics:
With the courses in data science, you will be able to make a model capable of predicting the likelihood of a specific event in the coming future. Let us consider an example: In case of checking the probability of a customer paying the future credit payments on time, a data science model can perform predictive analysis on a customers’ history of settlement to predict if their due payments will be paid on time or not.
Making predictions using machine learning:
With data science, one can create many different models, such as a fraud detection model. Such models can be created based on the recorded history of fraudulent purchases of insignificant finance companies.
Pattern Discovery using Machine Learning:
With data science, one can also produce models that can help predict future events with no past data and trends. This is known as pattern discovery. One of the extensively used machine learning algorithms used for pattern discovery is none other but Clustering.
To apply for a data science course in Bangladesh, you need to know a few points regarding data science. Let us understand them in detail.
|Objective||A data science course helps the students learn to analyze the information from various sources and gain maximum knowledge and insight to help the companies get a competitive advantage.|
|Rate of job growth (2018 to 2028)||16%|
|Top job profiles||Data Analyst, Data Scientist, Application Architect|
|Educational Level||48% of the data scientists have a bachelor’s degree, and 33% of the data scientists have a master’s degree.|
|Top Specialization||Mathematics, Statistics, Computer Science|
|Top data science certification||Certified Analytics Professional (CAP)|
|Skills||Data Science, Python, Machine Learning, R programming, Data Analytics|
To apply for a data science course, the qualification required is as follows:
- Any individual from any background – be it economics, physics, chemical engineering, mathematics, statistics, or computer science, any person from a diverse background can pursue a data science course in Bangladesh.
- Most data scientists hold a bachelor’s degree in machine learning and statistics, but it is not mandatory to learn data science.
- Having clarity of fundamentals in statistics and mathematics such as calculus, linear algebra, probability, etc., is crucial for learning and applying for a data science course.
- Programming is one of the essential skills for learning data science. Data science can be learned using different programming languages such as Python, SAS, R.
- A data scientist must have a basic knowledge of SQL queries.
- One integral part of data science is machine learning. Hence, having a fundamental understanding of machine learning is required but not compulsory for data science courses.
While applying for a data science course in Bangladesh, you must know the skills required for data science. Choose such a course that will offer most of the skills that we will discuss. As per the data scientists’ data of resume, the most requested skill is to know the Python programming language. The other crucial data science skills that need to be learned are given below. Not just the technical skills, data scientists also need to have strong critical thinking skills, should be open to changes, and should also be able to find solutions.
Here is a list of the skills you should look for in a data science course in Bangladesh.
- R – programming and Python
- Data Analysis
- Machine learning algorithms
- Big Data
- Predictive Models
- Data Visualization
Data science is a growing field and has a lot more to give to the world of technology. There are many data science courses in Bangladesh. But to know how to apply, you must first learn all the fundamentals and the skills required to become a good data scientist. We have successfully understood the qualities that we must look for in a data science course before applying for it.