Top 10 Data Science Courses in Formosa With Placements

Understanding Data Science

Data Science is a multidisciplinary approach of using various tools and techniques, principles and practices of statistics, mathematics, and artificial intelligence to study huge data and analyze it to gain useful insights.

All data in the form of texts, audio, video, etc. collected from multiple sources websites, portals, and other online sources is first collected. This collected data is then organized and processed to find patterns and compare them with its database to bring meaningful insight.

This analysis is crucial for almost all business organizations today in a data-driven world. Recognizing the most productive practices using customers’ preference details, feedback, issues faced, and their solutions for quick analysis and prediction.

Exploring the Scope of Data Science

Formosa (Taiwan) evolving into a technological hub, and hence we can expect a huge surge in demand for data science making it an appealing destination to study data science.

It provides a rich cultural environment, academic resources, and future job prospects. Today for any business to flourish, the business has to go online, a need to increase the audience, sales, products, and services.

For this to happen the organization has to perform well, and there comes the need for an efficient data scientist. Formosa is realizing the value of data-driven insights and has opened up several courses to meet the expected demand for this job.

Its scope revolves around various domains such as problem-solving ability, technical expertise, Accurate and informed decision-making, and unlocking hidden patterns, thus acting as a bridge between the technical aspects and businesses.

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Career Opportunities After Completing a Data Science Course

In the current generation with almost every industry needing the expertise of a data scientist, the job profile is now expanding day-by-day. There are various job descriptions and job roles for someone graduating in a data science subject.

The different roles could be identified as Data Scientist, Data Analyst, Product Manager, Financial Analyst, Data Consultant, Statistician, AI Research Analyst, Market Research Analyst, Quantitative Analyst, Big Data Engineer, Business Intelligent Analyst, Machine Learning Engineer, Data Architect and many more.

Since the demand is growing exponentially, there will be a lot of opportunities in this field. Not just now but in the future also the demand will only keep increasing. The unknown hidden potential could bring out new and more exciting job roles.

For data science as a subject, the basics of statistics, programming languages, and mathematics are preferred. Some data science courses in Formosa are university-based and some are online for accessible to everyone.

With the growing demand, there are a lot of data science courses available today, but we have assessed and chosen the top 10 courses and this article aims to help you find the best one.

List of Top 10 Data Science Courses in Formosa

Rank #1. Data Science Institute in Formosa

1. IIM SKILLS

Our first choice in the list of top 10 data science courses in Formosa would be from IIM SKILLS. IIM SKILLS is the world’s fastest-growing Ed-Tech company.

• Course Name – Data Science Course
• Course Fee – TWD 29201
• Duration – 11 Months Of Training + 2 Months Of Guaranteed Internship

It offers various certification courses across multiple domains including a Data Science Master course.  This course is in alignment with Google and Microsoft and is an instructor-led program.

With 100+ hours of practical assignments, 160+ hours of lectures, 16+ live projects, and 10+ case studies, this data science master course spans around 11 months.

The course curriculum is designed by expert industry leaders and caters to both freshers and professionals. Extensively aligned with the industry’s best practices, this program in data science will give you a perfect head start for a long-term career.

This course covers tools such as SQL, FLASK, JUPYTER, PYTHON, and CHATGPT. As per the general rules, there is a minimum 70% attendance requirement to appear for the exam. After which you will earn a master’s certificate.

 

Also, you will be familiar with inferential statistics, regression and model selection, machine learning concepts, and natural language processing.

You will also gain expertise in using linear and nonlinear models and techniques to analyze data. Understand in-depth data structure and data prediction.

With more than 500 hiring partners this course provides an interview guarantee. This one of the best data science courses in Formosa also offers assistance in building your resume with 24×7 support from the team.

The details of this data science program in Formosa are discussed further.

Course curriculum:

Statistics in Data Science

Probability, Central Limit Theorem, SND, Forecasting, Linear and Logistic Regression

Data Science (AI & ML)

Supervised Machine Learning, AI-Deep Learning, Unsupervised Machine Learning

Data Science Using SQL

Basic RDBS Concepts, DDL Commands, Data Manipulation

Data Science Using Power BI

Introducing Power BI, Data Preparation and Modelling, Data Analysis Expressions (DAX), Reports Development

Data Science Using Python

Basic Statistics, Mathematical Foundations, Python Essentials, Operations with NumPy, Overview of Pandas

Data Science Using Tableau

Table Calculations, Calculated field

R For Data Science

Data Visualization with R, Solving Regression problems, Using R with Database

Data Science Using Alteryx

Alteryx course and fundamental concepts, Alteryx designer interface, S Blending/joining Data from Different sources, Alteryx Designer, Set data field types, Data Cleansing, Impute values, Filtering using String data

Contact details: +91 9580740740

Website: https://iimskills.com

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Rank #2. Data Science Institute in Formosa

2. Simplilearn

Simplilearn is one online course provider that offers a various set of courses. This one of the advanced data science courses in Formosa provides lifetime access to the course and is in collaboration with IBM.

It includes wide domains, projects, and hackathons in its curriculum along with basic programming knowledge, Generative AI, and Tableau as subjects.

This course will make you an expert in Spark, Python, Hadoop, and machine learning skills. This is an online boot camp that includes 25+ industry-related data science projects.

The details of this data science program in Formosa are as follows.

Course Name: Data Science Course in Taiwan

Course Duration: 11 months

Course Fees: Not specified

Modules covered:

Programming Essentials, SQL course, IBM’s Python for Data Science, Applied Data Science with Python, Training for Tableau Desktop Specialist Certification, Python in Machine Learning, Data science capstone And electives

Other Skills include Generative AI, Prompt Engineering, ChatGPT, Data Analysis, Descriptive Statistics, Inferential Statistics, Explainable AI, Conversational AI, Large Language Models, Model Building and Fine-tuning, Ensemble Learning, Data Visualization, Database Management, Data Science, Supervised and Unsupervised Learning.

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Rank #3. Data Science Institute in Formosa

3. NobleProg

NobleProg is also another institute that offers data science courses in Formosa. This course is both online and onsite, and instructor-led training.

This course is interactive with hands-on practice on how to extract knowledge from different forms of data. Fundamentals such as Python, and SQL, and to learn machine learning techniques and how to implement and interpret the results.

The further details of this data science program in Formosa are discussed below.

Course Name: Introduction to Data Science Training Course

Course Duration: 11 months

Course Fees: Not specified

Modules covered:

Day 1

Data Science an Overview, Python Basic features of the language, the data science life cycle- part 1, working with structured data – the Pandas

Day 2

The data science life cycle-2, dealing with the real data, data visualization, the Matplotlib library

Day 3

SQL, Creating a MySQL database with tables, inserting data and performing simple queries, Integrating MySQL and Python

Day 4

Regression and classification, Supervised learning parts 1 and 2

Day 5

Supervised learning part 3, building a spam filter, unsupervised learning, and clustering images with k-means

Website: www.nobleprog.tw

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Rank #4. Data Science Institute in Formosa

4. Careerera

The next in the list of data science courses in Formosa is from Careerera another online learning platform that offers more than 100 courses including doctorate programs.

This course offers an e-learning experience with live online classes, handouts, recorded videos, mock tests, and other career guidance. There is an option of attending this course 3 times in 6 months.

This course includes capstone projects in fields like E-commerce, banking, Web and Social Media, social chain, Healthcare, Election Outcome Prediction, Retail, Insurance, Finance and Accounts, and many more. Thus giving you a hands-on experience as a data scientist.

The details of this data science program in Formosa are as discussed

Course Name: Master in Data Science and Data Analytics in Taiwan

Course Duration: 12 months

Course Fees: Not specified

Modules covered:

Introduction to Analytics, Statistical Methods for Decision Making, Business Finance, Marketing and CRM, Analytics techniques, Data Mining, Predictive Modeling, Time series Forecasting, Machine Learning, Optimization Techniques, Domain Specialization, Visualization and insights, Capstone project

The program curriculum also includes Python programming, R programming, Database management system, Exploratory Data Analysis, Machine learning Model Deployment, and Data Visualization using Tableau/PowerBI.

Rank #5. Data Science Institute in Formosa

5. The Knowledge Academy

The Knowledge Academy is a global training institute that offers training courses from experienced faculty. They have an option of both online and classroom modes of teaching advanced data science.

There are no prerequisites for joining their data science courses in Formosa but a prior knowledge of programming languages such as Python, and R will be beneficial.

The details of the data science program in Formosa are as follows:

Course Name: Advanced Data Science Certification- Taiwan, Province of China

Course Duration: 12 weeks (Full-Time) and 24 weeks (Part-time)

Course Fees: $ 4395

Modules covered:

Introduction of Python – What is Python?

Working with IPython –Jupyter Notebook and IPython Shell, Ipythons In and Out Objects, Errors, and Debugging, special commands of Python, Timing code, and Profiling.

Introduction to NumPy – NumPy arrays, Understand data types in Python, Universal Functions, and Aggregations: Min, Max, and more, Computation on arrays: Broadcasting, Boolean Logic, Comparison, and Masks, Sorting arrays, Fancy Indexing, NumPy’s Structures Array.

Working with Pandas – Installing and using Pandas, Pandas objects, Data indexing and Selection, Operating on Data in Pandas, Handling Missing Data, Hierarchical Indexing, concat and Append, Merge and Join, Aggregations and grouping, Pivot Tables, Vectorised String operations, Working with Time series, eval() and query()

Visualization with Matplotlib – Object Oriented Interface, Overview of Matplotlibs, Visualizing Errors, Density and Contour Plots, Histograms, Two interfaces, Simple Line Plots and Scatter Plots,  Binnings, and Density, Customizing Plot Legends, Customizing Colorbars, Visualization with Seaborn, Multiple Subplots, text Annotation, Three-Dimensional Plotting in Matplotlib.

Other topics that are included are

Data Mining for Training, Text Mining, Keras Training for Data Scientists, Introduction to knime analytics platform training, Pandas for data analysis training, GIS Development Training, Decision Tree Modeling Using R Training, PySpark Training, Advanced data science certification, Data Science with R Training, Data science and blockchain training

Website: www.theknowledgeacademy.com

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Rank #6. Data Science Institute in Formosa

6. National Taiwan University

The next one of the best data science courses in Formosa is from the Institute of Statistics and Data Science at the National Taiwan University. This is an on-campus program that offers a master’s level degree.

After completion of their course, students will be able to perform various calculations from the stored and accumulated data from the information technology industry.

The details of the data science program in Formosa are as follows:

Course Name: Advanced Data Science Certification- Taiwan, Province of China

Course Duration: 24 months

Course Fees: $ 2024

Modules covered:

Understanding the fundamentals of Statistics and data analysis

Probability

Sampling distribution

Hypothesis testing

Regression analysis

ANOVA

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Rank #7. Data Science Institute in Formosa

7. National Taiwan University

National Taiwan University also provides data science courses in Formosa with both master’s and PhD programs. Though many courses are available in Chinese languages, some are in English as well.

With core subjects being Statistical methods, data mining, AI, and ML, the program emphasizes practical experience and real-world applications, preparing the students for industry careers.

The details of the course are as discussed below:

Course Name: Statistics and Data Analytics

Course Duration: Not specified

Course Fees: Please contact the university

Modules covered:

Statistics, ML, AI, Big Data and Analytics

Rank #8. Data Science Institute in Formosa

8. Mildaintrainings

This one of the best data science courses in Formosa offered by Mildain Training Institute prepares you for the role of data scientist with their data science certification course. The subjects covered include Statistics, analytics, Data Science, Big Data, AI, Machine Learning, and Deep Learning.

The curriculum was designed by industry experts to help master data mining, management, exploration, and other relevant projects.

Course Name: Data Science course in Taipei

Course Duration: 56 hours

Course Fees: Please contact the university

Modules covered:

Data Science with SAS, Introduction to SAS, Combining and Modifying Datasets, PROC SQL, SAS MACROS, Basics of Statistics, Data Exploration, Designing Optimization Models

Data Science Certification Training – R Programming, Introduction to Business Analytics, R Data Structure, Apply functions, Data Visualization, Introduction to Statistics, Hypothesis testing 1, 2, Regression Analysis, Classification, Clustering, Association

Big Data Hadoop and Spark Developer, Course Introduction to Big data and Hadoop Ecosystem, HDFS and YARN, MapReduce and Sqoop, Basics of Hive and Impala, Types of Data Format, Apache Flume and HBase, Pig, RDDs in SparkSpark parallel processing, Spark SQL

Data Science with Python, Statistical Analysis and Business Applications, Python Environment Setup and Essentials, Mathematical Computing with Python (NumPy), Scientific computing with Python (Scipy), Data Manipulation with Pandas

Business Analytics with Excel, Conditional formatting and Important functions, Analyzing Data with Pivot Tables, Dashboarding, Business Analytics using Statistics, Power BI,

Machine Learning, Data Processing, Math Refresher, Regression, Classification, Unsupervised learning- Clustering, Introduction to AI and ML

Deep Learning with TensorFlow. Perceptrons, Activation Functions, Gradient functions and backpropagation, Optimization, and Regularisation, Intro to Convolutional Neural Networks, Deep Learning applications.

Rank #9. Data Science Institute in Formosa

9. NCKU, Institute of Data Science

The next among data science courses in Formosa is from National Cheng Kung University which is a 2 year postgraduate program emphasizing statistical data analysis.

Their curriculum also includes core subjects such as statistical science, big data analysis, data mining, and machine learning. This post-graduate program gives both theoretical as well as practical knowledge.

Since this is a postgraduate program one is expected to have done a bachelors in data science or any course in data science. Students familiar with Statistics, programming languages, and machine learning will have an upper edge in coping with the post-graduate schedule.

The details of the above course are discussed below:

Course Name: Statistics and Data Analytics

Course Duration: 2 years

Course Fees: Please contact the university

Modules covered:

Artificial Intelligence, Machine learning, statistical science, data mining, big data analytics and other computational methods.

Rank #10. Data Science Institute in Formosa

10. Upgrad

Upgrad is a well-known online Ed-tech platform that provides a wide range of courses in fields such as technology, management, data science, and marketing along with mentorship sessions with industry experts. This course will help students to both upskill and reskill in data science.

The master’s program is an 18-month-long program that includes a complimentary Python programming boot camp. Hence making it into our list of data science courses in Formosa.

This course includes 14+ case studies and projects, 500+ hours of learning, and further details of this data science program in Formosa are discussed below.

Name of the Course:  Master of Science in Data Science

Duration of the course:  18 months

Course curriculum:

Introduction to Python, Programming in Python, Python for DS, Data Visualization in Python, Exploratory Data Analysis, Credit EDA Assignment, Inferential Stats, NumPy, Matplotlib, Jupyter, Notebook, Seaborn, Deep learning, Natural Learning Processing, Business Intelligence, Business Analytics, Data Engineering, Linear Regression, Classification using Decision Tree, Unsupervised Learning: Clustering, Basics of NLP and Lexical Processing, intro to GIT and GITHUB, Data Modelling, Advanced SQL Programming, Big Data Case Study, Advanced Excel, Data Analysis and Visualization in PowerBI, Data Storytelling, Airbnb case study, Searching and sorting, Capstone, MySQL Workbench, AWS, Apache Spark, Time series forecasting, Jupyter, Interview Gynie AI: Chatbot Development Project, Pandas, NumPy, Google Colab, OpenAI

Website: www.upgrad.com

 

FAQs

1. What are the eligibility criteria to become a data scientist?

A basic understanding of subjects like statistics and programming languages would be an advantage. Although there are courses that include the basic subjects as well, for any absolute beginner such courses would serve the purpose.

2. What are the responsibilities of a data scientist?

A data scientist has an important role in understanding the issues and challenges that a business faces and using data analysis and data processing to get possible solutions. Thus solving the business problems using predictive analysis.

3. What is the duration of these Data science programs in Formosa?

The duration of data science courses in Formosa varies from institutes to universities. They typically range from a few weeks in case of just a course to a few years if it’s a post-graduation.

4. How good is data science as a career option?

Given the extensive ability to extract large data sets to derive meaningful insights, there is a huge demand in this field. Companies are actively looking for skilled data scientists.

5. What criteria should one keep in mind before selecting a course?

Before choosing which course best suits you, one should consider looking in detail at the subjects included, the depth and duration of the course, and placement support if any provided by the institutes that would be an add-on.

Conclusion

By enrolling in any of these data science courses in Formosa you will be well equipped with not only theory knowledge but also practical skills with hands-on experience in live industry projects. With the growing necessity of data science all over the world this data science course could open a door of opportunities for you. Now is the perfect time to kick-start your career in data science and take your career to new heights.

We have carefully chosen the top courses offered in Formosa for you to find the best pick. You could choose according to your level of understanding of the subject, and preference of study mode from the above list given. We hope you find the perfect course you are looking for. Please contact info@iimskil.com in any case for further clarification. Wishing you all the success in your future endeavors.