As per recent data published by the Bureau of Labor Statistics, Data science employment is projected to have a staggering growth of 36 per cent, which is considered to have a significant impact on the labour market, creating ample job opportunities. Data science as a multidisciplinary domain is gaining ground in the technological job space, increasing the demand for skilled and expert data professionals who have essential data analytics knowledge. In this article, we will discuss the top data science institutes in Portugal and the relevant prospects of the data science courses in Portugal.
Data Science: Origin and Facts About the Research Discipline
Data science as a distinct domain emerged in 2001, with William Cleveland having coined the term. However, its first mention is credited to Peter Naur in his paper in 1974, who declared data science as a domain similar to computer science.
Data science previously had been used with advanced statistical analysis incorporating many elements from the domain itself along with mathematics and computation, computer science technology, and related subjects.
Hence, data science has become a multi-disciplinary and distinct scientific research domain that includes extensive and in-depth analytics of data structures retrieved from sources and evaluating them to transform them into applicable forms.
It also has a data science lifecycle that follows step-by-step procedures to analyse and process raw data structures right from collection, sampling, examination, exploration, and evaluation to visualisation and communication in the form of reports and dashboards.
Data science is a scientific domain that aids businesses and even corporate companies dealing with data and analysis, providing data research analytics to improve their insights on business strategy and decision-making.
It also builds hypotheses based on the research analysis of data models and also builds solutions and answers to data-related issues.
It consists of some top analytical components and technical procedures, including data engineering, programming with Python or R language, SQL and data querying, business intelligence, machine learning, and data classification.
Therefore, data science is becoming an acclaimed and sophisticated data research and analytics field for both learners and also as an employment domain.
Benefits of Data Science Courses in Portugal
| Benefits | Provide By The Courses | Description |
| Career Options | ✅ | Data scientists, Data managers, data analysts, Data specialists |
| Better Salary Packages | ✅ | ₹9.5 to ₹50+ lakhs per annum (From Entry Level to Advanced Level) |
| Job Flexibility | ✅ | Industrial jobs, Remote Jobs |
| Knowledge and skills | ✅ | New data science Tools, Trends, and Updated Algorithm |
| Training on Practical Skills | ✅ | Practices on Live Projects, capstone projects, and Advanced data science Tools |
| Certification and Credibility | ✅ | Get Industry Recognized Certificates with government-aided |
| Cost-Effective Learning | ✅ | Affordable, High-Quality, Easy language, and Practical Learning |
| Artificial Intelligence | ✅ | Master the AI Tools and Foster Your Data Science Abilities |
| Internships | ✅ | Expand Your Skills and Knowledge by Working With The Institute’s In-House Team. |
| Placement Opportunities | ✅ | Get Internships and Placements Opportunities With the Help of the Dedicated Placement cell |
Different Applications of Data Science in Portugal
Data science is a top analytical and research-oriented domain that conducts systematic application and evaluation of large data structures and has varied applications in various sectors and units.
It has enabled manufacturing units and operational structures of digital firms to operate efficiently and at a relevant speed, mostly through automation techniques and therefore aiding in improved customer service and experience.
Its application has also eased the tasks of companies regarding fraud and risk detection, optimising the functionality of data-based structures and contributing to the profitability of businesses along with enabling top sectors to research to align their services as per the latest developments in market and data science technology.
Let’s have a look into some of the sectors that data science components have overpowered and have led to maximum impact and significance.
| Top Sectors | Role and Functions |
| 1. Healthcare domain | Data science technology is used in medical imagery like x-rays, generating patient reports and personalising their treatment experience, making it digital. It is used in the development of new treatments and drug prescriptions with improved health analytics monitoring. It is widely being leveraged for new-age treatments like laser procedures, cancer research, and more. |
| 2. Finance and risk detection | Data science has become a core component in banking and financial services used for analysing the performance and reach of digital financial products and services and improving customer banking experience through application-based technology. It also aids in the skilful management of financial stocks and funds of such companies, along with offering asset performance prediction. It also aids in the detection and tracking of digital fraud. |
| 3. Educational domain | In the educational domain, data science technology has led to a revolutionising impact, making digital education and learning the newest trend. It aids teachers and instructors in assessing student performance and scores through scientific technology monitoring their progress. The students also have developed more interest in online studying through improved visualisation and the use of data science technology adjusting curriculum and learning. |
| 4. Advertising | Data science technology has become a major and useful tool for targeted advertising and running digital marketing campaigns in social media, analysing user behaviour, and comprehending trends and patterns for improved sales. Such technology has enabled us to better gauge social media analytics, optimising products and services as per customer needs and requirements, and identifying targeted audiences over various platforms. |
| 5. Logistics and delivery | Data science technology aids in smooth logistics delivery mechanisms from data analysis of freight types and delivery mechanisms, systematic tracking of goods and shipping routes, and more. It also enables customers to stay updated with the delivery process of their goods, maintaining a sophisticated supply chain and improving the businesses of the logistics firms and agencies, thus forming a significant part of the logistics unit as well. |
Here’s a List of the Top 10 Data Science Courses in Portugal
| Institutes | AI Integrated Curriculum | Mode | Module Specific Trainers | Mock Interview |
| 1. IIM SKILLS | ✅ | Online | ✅ | ✅ |
| 2. CMU Portugal Academy | ✅ | Online+Offline | ❌ | ❌ |
| 3. Nova IMS Portugal | ❌ | Online | ❌ | ❌ |
| 4. University Institute of Lisbon | ❌ | Online | ❌ | ❌ |
| 5. Lisbon Data Science Academy | ❌ | Online | ❌ | ❌ |
| 6. My Great Learning | ✅ | Online | ❌ | ✅ |
| 7. Imarticus Learning | ✅ | Online | ❌ | ✅ |
| 8. Databrio Academy | ✅ | Online | ❌ | ✅ |
| 9. Alison | ❌ | Online | ❌ | ❌ |
| 10. 360 Digi TMG | ✅ | Online+Offline | ❌ | ✅ |
#1 World's Most Promising
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1. IIM SKILLS:
IIM SKILLS is a leading and quality educational and technology-based learning institution offering diverse professional courses and certification programs that are skill-based and aid in job application and personal growth.
The institute, developed in 2015, has grown to be the fastest academic platform, having global reach in around 23 cities in Asia and also in UAE, excelling in domains of digital marketing, content writing, financial modeling, and data science, making it one of the top data science institutes in Portugal.
It is offering an industry-specific master certification program in data science, which is a full-time MBA level program for 11 months, including a curriculum that is MSME-approved and aligned as per standards led by Google and Microsoft.
The course has interactive live sessions with 300+ hours of modules, 150+ hours of assignments, live projects, and tool-based learning, along with internship opportunities for learners, making it one of the top data science courses in Portugal.
Course Highlights
Course Benefits Industry Affiliation International Accreditation Latest Tools Covered Case Studies & Projects Placement Assurance 1-on-1 Mentoring Module Specific Professors Online Live Classes Mandatory Internship
Top Course Features:
| 300+ hours of online lectures | ✅ |
| 150+ hours of assignment learning | ✅ |
| 6 + Live project assignments | ✅ |
| 10+ case studies and projects | ✅ |
| 24*7 support and assistance | ✅ |
| 11 Global and international certifications | ✅ |
| One-to-one mentorship and guidance | ✅ |
| Job assistance and mock interviews | ✅ |
Top Course Benefits:
| Industry based Syllabus and curriculum | ✅ |
| Tools-based learning and the latest technologies | ✅ |
| 100% placement assistance with interview support | ✅ |
| Globally accreditated certificates | ✅ |
| 100% Paid Internship | ✅ |
| Lifetime access to the LMS portal | ✅ |
| 24*7 assistance | ✅ |
| Case studies and live projects learning | ✅ |
| Course | Fees | Duration |
| Data Science Program | 322.99 Euro | Self-Paced |
| Job Assist Program | 841.85 Euro | 11 Months |
| Job Guarantee Program | 2138.99 Euro | 11 Months |
Contact Information:
Phone: +91 9580740740
Email: info@iimskills.com
Website: iimskills.com
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2. CMU Portugal Academy:
CMU Portugal Academy is a top digital learning and technology-oriented academic and advanced certification course provider in Portugal that offers multiple guided mentorship and learning curricula in various professional domains.
The institute offers specialized post-graduate programs in data analytics and other components of data science learning making it one of the top data science institutes in Portugal.
It offers a data science advanced training program with artificial intelligence and machine learning imparting basic knowledge of big data technologies, machine learning, and AI.
The course includes elaborate boot camp modules for introductory sessions with core learning modules and a capstone project curriculum making it one of the most comprehensive data science courses in Portugal.
Course Features:
- Total 10 months of learning duration
- Bootcamp learning and core components of data science
- Total 246 hours of lecture sessions
- Capstone and project modules
- Certificate
- Industry Exposure
Course Curriculum:
| 1. | Foundations and basics of data science |
| 2. | Data preprocessing and retrieving learning |
| 3. | Machine learning fundamentals |
| 4. | Data visualization techniques |
| 5. | Capstone project |
| Course Name | Duration | Fees |
| Advanced program in AI, data science, and ML | 10 months | 2000 Euros |
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3. Nova IMS
Nova IMS or Information Management School is a top educational institute in Portugal specializing in learning information management having been established in 1989 and offering various graduate, post-graduate, and doctoral programs in various academic specializations.
Its educational policies are in alignment with the internal quality and monitoring system along with top faculty support and guidance making it one of the top data science institutes in Portugal.
It offers a data science master’s degree program in advanced analytics and data science offering skills and expertise in software development along with solving real-world problems using core data science components.
The course is of 2 years duration along with paid internship learning making it one of the top data science courses in Portugal.
Course Features:
- Total 2 years with 4 semesters program
- Dedicated lecture modules
- Big data-based problems and assignments
- Paid internship
- Certificate
Course Curriculum:
| 1. | Big data analytics and computation |
| 2. | Data mining and deep learning modules |
| 3. | Machine learning and programming modules |
| 4. | Statistics learning |
| 5. | Text mining modules |
| Course Name | Duration | Fees |
| Masters in data science and advanced analytics | 2 years | 6200 Euros |
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4. University Institute of Lisbon:
University Institute of Lisbon is a leading and reputed university and academic institution in Lisbon, Portugal offering professional courses and sustainability-based academic programs for candidates globally.
The institute has tied up with job and hiring tech firms making it one of the sought-after data science institutes in Portugal.
It offers a data science master program and learning with theoretical and practical learning with skill-based training in big data analytics, text mining, machine learning techniques, and modules.
The course is of 2 years of modules with 120 ects credit points and project work making it one of the top data science courses in Portugal.
Course Curriculum:
| 1. | Time series and forecasting modules |
| 2. | Deep learning and neural modules |
| 3. | Text mining and advanced network analysis |
| 4. | Data and Bayesian modelling |
| 5. | Predictive modeling |
| 6. | Dissertation |
| Course Name | Duration | Fees |
| Masters in data science | 2 years | 6227.29 USD |
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5. Lisbon Data Science Academy:
Lisbon Data Science Academy is an institution led by top data scientists and data professionals in Portugal offering data-based courses and learning programs for professionals and beginners in this domain.
The institute offers online-based guidance and hackathons on data science making it one of the top data science institutes in Portugal.
It offers a data science starter program for beginners in this domain including hackathons and bootcamp modules of the data science curriculum along with extensive mentorship.
The course entails 8 months of duration with 5 hours of weekly learning sessions making it one of the top data science courses in Portugal.
Course Features:
- Total 8 months of full-time duration
- Bootcamp and small learning units
- Top hackathons and capstone projects
- Certificate
- Faculty support
Course Curriculum:
| 1. | Binary classification modules |
| 2. | Data wrangling techniques |
| 3. | Time series concepts and machine learning |
| 4. | Recommender systems and hackathons |
| 5. | Capstone project |
| Course Name | Duration | Fees |
| Data science starter course | 8 months | 500 Euros |
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6. Great Learning:
My Great Learning is an accredited and expert-led academic and professional certification platform spanning more than 170 countries globally with quality industry-relevant courses and a blended format of learning.
The institute has top collaborations with hiring agencies and faculty support making it one of the top data science institutes in Portugal with placement.
It offers a post-graduate program in data science and business analytics specialization with the benefits of dual certificates suitable for beginners and freshers in the domain of data science and analytics.
The course has a curriculum designed by UT Austin Mccombs School having job relevance making it one of the best data science courses in Portugal.
Course Features:
- Online 12 months of total duration
- Dual certification along with career support
- More than 10 programming languages and tools
- Resume building and career assistance
- Case studies and projects
Course Curriculum:
| 1. | AI modules and data science lifecycle |
| 2. | Business finance modeling |
| 3. | SQL analytics and functions |
| 4. | Python language for visualization |
| 5. | Machine learning with predictive modeling |
| Course Name | Duration | Fees |
| PGP in data science and business analytics | 12 months | Not available |
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7. Imarticus Learning:
Imarticus Learning is a popular educational and learning institute that brings under one roof specialized courses and curriculum-oriented programs of accredited universities globally with relevant in-class learning and experience.
The institute has more than 150 academic mentors and top certification and mentorship support making it one of the top data science institutes in Portugal offering top placement.
It offers a postgraduate degree program in data science and analytics modules which are 6 months in duration have relevant interview programs, more than 25 real-world project assignments, and top analytical tool sets.
The course offers job assurance upon completing it having affiliation with hiring platforms thus making it one of the top data science courses in Portugal.
Course Features:
- Total 6 months of session duration
- More than 300 hours of interactive sessions
- Top 10 tools training in analytics
- Hackathons and data-oriented projects
- Career support and mentoring
- Certificate
Course Curriculum:
| 1. | Programming fundamentals and variables |
| 2. | Advanced Excel essential |
| 3. | SQL techniques and queries |
| 4. | Machine learning and clustering |
| 5. | Python library |
| 6. | Statistics and Capstone Project |
| Course Name | Duration | Fees |
| Postgraduate in Data Science and Analytics | 6 months | Rs 1,98,000/- |
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8. Databrio Academy:
Databrio Academy is a business-oriented and educational learning institute having high-quality faculty that has experience in working with leading firms and hiring agencies with information training modules.
The institute has work-oriented learning with workshops and training sessions making it one of the sought-after data science learning institutes in Portugal.
It offers several short courses in data science however its most popular course is the data science program with Python and R programming languages imparting knowledge of the concepts, top tools, and technologies.
The course consists of 120 hours of sessions having placement modules and top tools like Power BI, tableau training and more making it one of the top data science courses in Portugal.
Course Features:
- 120 hours of duration and session
- Data science project lifecycle
- One-to-one mentorship learning
- Real-world case studies and projects
- Certificate
- Placement and mock interviews
Course Curriculum:
| 1. | Fundamentals of data science and probability |
| 2. | R programming and functions |
| 3. | Python language and algorithms |
| 4. | Visualization and data types |
| 5. | Power BI and Tableau modules |
| Course Name | Duration | Fees |
| Data science with Python and R | 120 hours | Not Available |
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9. Alison:
Alison is a professional and career baser certification and learning academy that has open-source modules of learning in various domains and specializations.
It offers micro-specialized learning curriculum in technical and technical domains with extensive faculty support from global universities and institutes making it one of the top-ranking data science learning institutes in Portugal.
It offers an ML and data science course program having both theoretical and practical modules in learning imparting sessions in data clustering, machine learning, programming languages, and more.
The course expands for 3 to 4 hours having a free learning experience along with instructor-led guidance making it one of the relevant data science courses in Portugal.
Course Features:
- Total 3 to 4 hours of lecture modules
- CPD accreditated certification after completion
- Top and qualified trainers
- Placement oriented sessions
- Certificate
Course Curriculum:
| 1. | Data science tools and workflow modules |
| 2. | Machine learning basics with neural networks |
| 3. | Deep learning technology and application in projects |
| 4. | Course assessment modules |
| 5. | Business intelligence learning in data science |
| Course Name | Duration | Fees |
| Data science with Machine learning course | 3 to 4 hours session | Free of cost |
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10. 360 Digi TMG:
360 Digi TMG is a global pioneering academic and certification curriculum and learning institute that has significant government approval along with Future Skills accreditation offering a range of course programs in domains of business intelligence, data engineering, data analytics, and more.
The institute has an expert and experienced faculty team offering training as per recent market trends with placement assistance making it one of the top data science learning institutes in Portugal with placement.
It offers a data science certification course with around 184 hours of learning and interactive sessions with relevant job placement assistance and top tool-based training as per industry needs. The course is highly comprehensive with a detailed syllabus covering
CRISP ML project management methodology focusing on algorithms, text mining and more thus making it one of the top data science courses in Portugal.
Course Features:
- Total 6 months of learning
- 184 hours of lecture modules for learners
- 150 hours dedicated to assignments
- 120 hours with 2 live projects
- Career-based support and mock interviews
- Live and free webinars and hackathons
- Certificate
Course Curriculum:
| 1. | Python Essentials and advanced modules |
| 2. | SQL techniques and commands |
| 3. | Power BI and data processing |
| 4. | Data mining and segmentation |
| 5. | Machine learning fundamentals |
| 6. | Association rules techniques. |
| Course Name | Duration | Fees |
| Data science course | 6 months | Rs 61100/- for Classroom
Rs 56100/- for virtual |
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Faqs:
1. What are the learning outcomes from the top data science courses in Portugal?
Ans: The top learning outcomes from the data science courses in Portugal include expertise in data processing, data collection, extensive evaluation, exploration, and communication along with learning tools like Python, tableau, Power BI, and more. It also trains one in the application of top analytical technologies and tools to analyze data structures and find patterns and trends for insights.
2. What are the career options after pursuing data science courses from the top data science institutes in Portugal?
Ans: The top data science career options after completing the program from the top data science learning institutes in Portugal include data scientists, big data analysts, database managers, programming specialists, machine learning engineers, Artificial intelligence programmers, big data engineers, business analysts and much more.
3. Is data science course certification accepted by job platforms and top hiring agencies?
Ans: Yes, such certifications in data science are readily accepted by job platforms and various hiring agencies as such certifications are industry-accreditated and have proper validity allowing one to become a certified data science professional.
Conclusion:
Thus, the top data science courses in Portugal are shaping the careers of various professionals and beginners in the industry offering skill-oriented training and learning opportunities of various data science components and technologies. These courses have helped candidates across various countries to get various data science job roles and employment opportunities as they got trained in various market-based tools and technologies of data science including machine learning automation and clustering, python and R programming, deep learning and natural language processing and visualization. These practices and tools are increasingly being leveraged by top sectors and units demanding skilled professionals to aid them. So if you are willing to get certified along with aiming to have industry-relevant training in data science, join the courses today.
Vanthana Baburao
Currently serving as Vice President of the Data Analytics Department at IIM SKILLS......
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