Top 10 Data Science Courses In Bangladesh With Placements

Like every other country, Bangladesh is also a growing nation with many organizations, that want to leverage the generated data to take better actions in favor of the company’s growth. Data science courses in Bangladesh are a great option to learn these skills. Industries in almost every sector like agriculture, education, and healthcare require data science professionals. To bring improvement to the company, every organization requires skilled professionals who are trained to acknowledge different patterns and trends from the generated data, predict the future scenario of the market and consumer behavior, and make informed decisions.

In the contemporary environment, most companies, institutions, and organizations have become aware of the power of data. The people who are aware of the importance of data know, how important it has become these days.

Data is not just a bunch of numbers. Data is not something that can be disregarded and ignored without paying any attention. If a company wants to grow without missing any opportunity, then they have to leverage the generated data, to predict new trends and make well-informed decisions.

After the proliferation of the use of the internet, social media, and online transactions, companies have started to generate huge amounts of data. This data can be very useful for finding market trends and hidden patterns and creating actionable strategies so that the company can grow using these insights.

By choosing data science as a career, individuals can later apply for job positions like market research analyst, product manager, data scientist, database administrator, and many other high-paying positions.

Components of Data Science-

Data science consists of many different domains. All these components are very important to learning to become a skilled data scientist.

1. Acquisition of Data- The collection of data is a very important step. Collecting raw data from various sources like social media, whether the data sets are organized or scattered, is a step that is followed by identifying patterns and trends.
2. Cleaning and Preprocessing of Data- in cleaning and preprocessing of data, a data set must go through the process of identification of the errors and missing information. Then it is transformed into a more usable set of information.
3. 3. Exploratory Data Analysis (EDA)- EDA is the process in which a dataset is presented in the form of graphs like histograms, scattered charts, and other visualization techniques, which helps in gaining a better understanding of the data set.
4. Statistical Analysis and Hypothesis Testing- Statistical analysis is used to check if the assumption of the data scientist about the data set is correct or not. For this, a hypothesis is made and to check its validity, many tests like t-test, z-test, Annova, and other tests are used.
5. Machine Learning and Predictive Modelling- To build such models that can learn from data to make different classifications and predictions, machine learning is important. There are two parts to machine learning. Supervised learning is used to make classifications and regressions. On the other hand, unsupervised learning is used to find the hidden patterns and structure within the data.
6. Big Data Technologies- As companies continue to generate a huge amount of data regularly, conventional data processing tools become of very limited use. For this situation, big data technologies are used. NoSQL, Hadoop, and Spark are such big data technologies, that are used to process colossal amounts of data.
7. Data Visualization- data visualization is the component of data science that is used to transform the raw data into charts and graphs for better visualization. It is an easy way to find different patterns and trends present in the data set. It helps in converting the trends and patterns in an easy-to-understand manner.
8. Evaluation of Model- The developed models are deployed into the real environment where they can make predictions and actionable strategies to make reasonable and practical decisions in favor of the growth of the company.

Check here the other best courses in Bangladesh:

• Data Analytics Courses in Bangladesh
• Digital Marketing Courses in Bangladesh
• Content Writing Courses in Bangladesh
• Technical Writing Courses in Bangladesh

Why Choose Data Science as a Career?

Data science has emerged as one of the most rapidly growing careers. It is a highly sought-after career due to the high demand and high-paying positions in the job market. There are the following good reasons to choose data science as a career.

1. High Demand- As companies continue to generate huge amounts of data, it would be a foolish decision to ignore them without paying any attention to the opportunity they bring for the growth of the company. To get actionable insights from this huge mess of data, companies require well-skilled data scientists, who can make sense of the raw data sets to predict future outcomes and recommend strategies for the growth of the company. This requirement for trained data scientists is showing no signs of stopping shortly as it is growing at a much faster rate than in other fields.
2. Diverse Career Opportunities– Every type of business requires well-trained data scientists, who can make sense of the large amount of data that’s been generated by the company. Companies from various sectors including education, health care, finance, e-commerce, and entertainment, need data scientists. So a professional looking forward to advancing in their career as a data scientist can choose any one of these fields according to their interests. They can change the field too if they want to.
3. Flexibility and Remote Work Opportunities- A career as a data scientist can be very flexible as it offers the professional a chance to work from home. A data scientist can choose to work from the office or work from home according to their schedule and preference. They can work from the comfort of their home or from anywhere at any time they please. They get an opportunity to design their workspace and have a perfect balance between their work life and personal life.
4. Salary Potential- The individuals who want to pursue data science as a career get an opportunity to work in some high-paying jobs. The salary potential in the field of data science is way above average when compared with other careers. A data scientist with great skills and talent can acquire a high-paying job due to high demand and expertise. As professionals continue to grow in this field, they have even higher chances of getting hired at a higher position at an even higher salary. According to the forecasts, there is a big chance that experts and professionals in the field of data science are going to be in high demand in the future.
5. Problem-solving skills- Learning to find patterns and trends in data to make sense of the data set to make actionable strategies is a very important skill not only for one’s professional life but also for personal life. Data science courses in Bangladesh offer these skills to the participants. In a business setting, turning raw data into actionable insights is a highly demanded skill as it helps to make informative decisions to grow the business. It’s one of the most useful and important skills to have. It helps businesses make improved decisions to generate more revenue and improve their efficiency. It helps in making great decisions in one’s personal life as well.
6. Continuous Learning- Data science as a field is still evolving and with time it may require different sets of skills. As a data scientist, an individual has to keep learning to upgrade their skill set and be aware of all the changes in the field of data science. Data scientists need to keep themselves updated about the latest trends and innovations that can affect their careers. Individuals who are enthusiastic about learning new skills from online data science courses in Bangladesh, lectures, and workshops and want to stay adaptable are the best suited for this job. With time they might be required to learn new programming languages, algorithms, and the latest trends.
7. Innovation- Data science is the field that has a huge potential to create new impact in any field with its innovative nature. It has created many positive changes in the field of health care by identifying personalized treatments, in education, by creating a personalized learning experience for each student, and by creating an improved consumer experience in the field of marketing and many other fields too. In the future, data scientists have the opportunity to drive positive changes and create a meaningful impact.

Top 10 Data Science Courses in Bangladesh-

Below is a list of the best data science courses in Bangladesh.

1. IIM SKILLS-

IIM SKILLS is a well-renowned data science institute that provides courses on many different topics and specializations. It’s definitely one of the best data science courses in Bangladesh. The data science master course offered by IIM SKILLS is designed under the guidance of industry experts and professionals from the field of data science.

• Course Name – Data Science Course
• Course Fee – 109330.16 BDT
• Duration – 11 Months Of Training + 2 Months Of Guaranteed Internship

 

Participants get a thorough knowledge of data analysis, predictive modeling, and machine learning from this course. IIMskills is a great data science Institute in Bangladesh.

Features-

• Expert instructor-led live classes- Students learn from industry experts and experienced professionals in live interactive classes, where they can ask questions directly and get their doubts solved.
• Lifetime access to learning management system- Students get lifetime access to study materials and video recordings of classes.
• Career support services- During this course students get help and support by building resumes and placement assistance so that students can kick-start their careers.

 

• Hands-on projects and case studies- students get hands-on projects every week so that they get to learn by solving real-world problems which prepares them for real-life scenarios.
• Globally recognized certification- Students get a globally recognized certificate upon the completion of the course so that they can showcase their skills to top hiring companies.

Curriculum

• Statistics
• Machine learning and AI deep learning
• SQL
• Python
• Tableau
• R for data science
• Alteryx

Some More Professional Courses from IIM SKILLS

• Investment Banking Course
• Financial Modeling Course
• Digital Marketing Course
• SEO Course
• Technical Writing Course
• GST Course
• Content Writing Course
• Business Accounting And Taxation Course
• Data Analytics Course

2. ExcelR-

ExcelR offers a thorough course on data science. It is suitable for beginners, who want to begin their career as a data scientist, as well as experienced individuals who want to upgrade their skill set to advance in their careers.

It provides in-depth knowledge about the different topics of data science like machine learning, artificial intelligence, predictive modeling, etc. It is one of the great data science courses in Bangladesh.

Features-

1. The curriculum of this course is industry-relevant and designed by industry experts.
2. Upon completion of the course, students get certified so that their skills get validated in the job market.
3. Students get practical assignments so that they can learn from solving real problems and become confident about their competence in their job.
4. Faculty members are experienced professionals who have in-depth knowledge of the field of data science.

Curriculum

• Statistics
• Ensemble Techniques
• Data Analytics /Business Analytics
• Text Mining/ Natural Language Processing
• Forecasting Analytics
• Data Visualisation
• Machine Learning Algorithms
• Large Language Models (LLM) & ChatGPT

Duration- the duration of this course is 6 months.

3. 360DigiTMZ –

360DigiTMG offers a comprehensive course on data science. It is suitable for candidates of varying qualifications and experiences. The main focus of this course is to teach students to solve real-life problems by learning from practical assignments.

The course covers many important topics like data analysis, big data technologies, and machine learning. 360DigiTMZ is a great data science institute in Bangladesh.

Features-

1. This course offers career counseling to candidates to help them advance in their careers. Many companies and organizations have tied up with Excel so that students can secure their jobs.
2. Instructors are well-experienced and experts in the field of data science. Under their guidance, students get in-depth knowledge.
3. Students learn from hands-on training which helps them develop practical knowledge of the subject.

Duration- The duration of this course is 3 months.

Curriculum-

• Python
• SQL
• Power BI
• Data mining
• Forecasting and Deep learning

4. Coursera-

Coursera is a well-renowned platform that provides courses on many different topics and specializations. These data science courses in Bangladesh are made in collaboration with top universities and multinational companies.

It offers a data science specialization program made by universities and industry experts. students learn a lot from these professionals. It’s a great data science Institute in Bangladesh.

Features-

1. It offers a flexible learning experience so that students can learn at their own pace and their schedule without any discomfort.
2. Courses are taught by the very experts in the industry of data science. Students get in-depth knowledge from these professionals.
3. Courses are available for free but to get the certification, students need to pay a certain amount.

Duration- It is a series of 8-9 courses that take approximately 11-12 months to complete

Curriculum-

• Data Science Fundamentals
• R Programming
• Getting and Cleaning Data
• Exploratory Data Analysis
• Reproducible Research
• Statistical Inference.
• Regression Models
• Practical Machine Learning

5. Udacity Data Scientist Nanodegree-

Udacity Data Scientist nano degree program is a great course on data science that provides in-depth knowledge about data science, data analysis, machine learning, data visualization, etc. to students who want to advance in their careers as a data scientist.

Students learn from practical assignments and interactive course material. This nanodegree is one of the best data science courses in Bangladesh.

Features-

1. Students are guided by mentors who support them throughout their journey. They help them by offering personalized feedback and solving their questions.
2. Course materials are available online so that students can access them anytime from any place with an internet connection.
3. Students get hands-on projects. By solving these projects, students become capable of solving real-life problems which helps them throughout their careers.

Duration- it’s a flexible course so it can be extended. It can take anywhere from 6 to 12 months to complete this course.

Curriculum

• Introduction to Data Science
• Data Wrangling
• Exploratory Data Analysis
• Machine Learning
• Model Evaluation and Validation
• Data Visualization
• Big Data Analytics

6. edX Data Science MicroMasters Program-

It’s a series of graduate-level courses that can be pursued by individuals who are interested in learning data science and advancing in their careers as data scientists. This course provides the in-depth knowledge required to pursue a successful career in data science.

These data science courses in Bangladesh are made in collaboration with top universities. It’s one of the best data science institutes in Bangladesh.

Features-

1. The curriculum covers a vast range of topics like data visualization, machine learning, big data technologies, etc.
2. Students learn by solving practical real-life problems which helps them to build their confidence in their competence.
3. Students can engage with peers who live around the globe by collaborating on projects and sharing their insights.

Duration-that program consists of 5 courses. It might take 1-2 years to complete the course depending ending on the pace of the student.

Curriculum

• Probability and Statistics
• Data Analysis
• Machine Learning
• Big Data Analytics
• Ethics and Law in Data and Analytics

7. Udemy-

Udemy is one of the very popular platforms that provides data science courses in Bangladesh on a vast range of topics. All the courses vary in three levels beginner, intermediate, and advanced according to the level of the participants. Students can learn all the topics that are required to gain a thorough knowledge of data science. Udemy is a great data science Institute in Bangladesh.

Features-

1. Udemy offers a variety of topics that are essential for students to become skilled data scientists.
2. Once enrolled in the course, students get lifetime access to the study materials and video lectures
3. Courses are taught by experienced professionals who thoroughly teach the students about the different topics in data science.

Duration- Different courses are of different lengths.

Curriculum-

• introduction to Data Science
• Python Programming
• Data Analysis
• Machine Learning
• Deep Learning

8. IBM Data Science Professional Certificate-

IBM provides one of the best data science courses in Bangladesh that is made in collaboration with industry experts and we’ll train professionals. This course provides a thorough knowledge to help students gain the essential knowledge required to become a skilled data scientist. This is a great data science Institute in Bangladesh.

Features-

1. Students learn from professional educators and experienced data science experts from IBM.
2. The curriculum is up to date and the content from this course is of high quality.
3. Students can interact with peers to learn from collaboration and get insights.
4. Students learn by solving quizzes and practical assignments.

Duration- The program consists of 9 courses. Completion of the program might take 6-9 months.

Curriculum-

• Data Science Fundamentals
• Tools for Data Science
• Data Science Methodology
• Python for Data Science and AI
• Databases and SQL for Data Science
• Data Analysis with Python

9. Datacamp Data Science Track-

The data science track provides a series of interactive courses that provide an in-depth knowledge of data science concepts. Datacamp is a great data science Institute in Bangladesh. Every topic from basics to advanced that is essential to become adept at data science is taught in this course. It’s one of the best data science courses in Bangladesh.

Features-

1. The whole course is divided into small-sized lessons which makes it easier and more fun to comprehend the topics.
2. students can get their skills assessed by quizzes so they can identify their areas of improvement.
3. Students get to become a part of a huge network of peers and professionals to interact and gain insights.

Duration-

Duration depends on the pace of the learner

Syllabus-

• Data Manipulation with Python
• Data Visualization with Python
• Introduction to R
• Statistical Thinking in Python
• Machine Learning with Python
• Deep Learning in Python

10. Simplilearn –

Simplilearn’s data science training program is one of the best data science courses in Bangladesh. This course offers a wide range of topics from basic to advanced. By enrolling in this course, students can learn essential skills to advance in their careers as data science professionals.

Features-

1. Students get high-quality study materials and video lectures.
2. Students can learn at their schedule at their own pace.
3. Students learn to solve real-life problems by engaging in hands-on projects and practical assignments.

Duration- Courses duration varies.

Syllabus-

• Python Programming
• Data Manipulation with Pandas
• Data Visualization with Matplotlib and Seaborn
• Machine Learning Algorithms
• Data Science Projects

Frequently Asked Questions-

1 What are some of the career opportunities in data science?

Answer- Data analyst, Data scientist, Business analyst, Data engineer, and many more positions.

2 Which industries need data science?

Answer- Almost all industries like education, healthcare, manufacturing, marketing, finance, etc.

3 Why is data science important?

Answer- Data science is a crucial skill required by companies and organizations to stay competitive by leveraging the data. Interested individuals can learn from one of the data science courses in Bangladesh.

Conclusion-

Data science as a career has plenty of opportunities. Above mentioned data science courses in Bangladesh are not ranked in any particular order as the best course one person may differ from another person according to their own need. One should first assess all the positives and negatives of the courses and then opt for one of them according to their preference.