Data analytics is a rapidly growing field with huge potential in the future. It refers to processing vast disorganized data to find meaningful information which is then utilized in data-driven decision-making, predictions, and managing risk factors to stimulate business growth. The future scope of data analytics is bright as the market is continuously evolving due to technological advancements creating more and more applications for data analytics in healthcare, finance, sports, marketing, and entertainment. Careers in data analytics are diverse such as data engineers, data analysts, business analysts, data architects, etc. The continuous growth of the data analytics sector makes the data analytics courses in Samoa the right opportunity for professionals around every corner. The data analytics institutes in Samoa offer diverse courses to enhance the data analysis skills of a professional.
What is Data Analytics?
Data analytics examines raw data to find useful information and hidden patterns to conclude and derive decisions. It utilizes tools and technologies like Python, R, Power BI, Tableau, SQL, etc. to transform, organize, and simplify the present data for understanding hidden patterns or information.
Methods Used in Data Analytics
Data analytics courses in Samoa offer vast subjects on data analytics. These are some of the methods utilized in data analytics mentioned below and are generally covered in the curriculum of data analytics institutes in Samoa.
Data Collection
It is the first process in data analysis involving collecting data from various sources to form the basis for analysis.
Sources: data is collected from a wide range of sources
- Database: data collection collects structured data from relational databases.
- Spreadsheets: data is collected from Excel or sources in similar formats.
- Web Data: data is obtained from websites and social media platforms.
- Sensor and IoT devices: it refers to the real-time data
Methods:
- Web scrapping: obtaining data from websites by automated tools
- Data logging: it refers to the recording of data from applications
- Surveys: a method also called a questionnaire used to collect data directly from users or customers.
Data Cleaning
It cleans the raw data for analysis by correcting errors
- Error correction: it finds and corrects typos, duplicate data entries, or incorrect data format errors.
- Managing the missing data:
- Removing: data cleaning deletes or removes the data records with missing values.
- Imputation: data cleaning inputs the missing values by regression, mean imputation, and other methods.
- Normalization: It refers to standardizing data formats such as dates and units of measurement to ensure consistency across the entire dataset.
Data Transformation
It converts the data into suitable formats for analysis
- Aggregation: it aggregates data from different sources to create a unified dataset.
- Filtering: it filters out the irrelevant information to analyze only the useful dataset
- Feature engineering: it creates new variables from the present information such as creating age on behalf of an individual’s birthdate
Data Analysis
It involves using statistical and computational techniques to find meaningful insights.
- Descriptive analysis: it summarizes the past data to create a more meaningful insight
- Dispersion: it measures the range, standard deviation, and variance
- Central tendency: it is used to find the mean, mode, and median
- Data visualization: it creates charts, tables, and graphs to present a visualization report making the information easy to understand.
- Diagnostic analytics: it finds the reasons behind certain events like depreciation in a product sale by identifying trends and relationships in data. Below are the mentioned techniques used in diagnostic analysis:
- Correlation analysis: it analyses the relationship between variables
- Root cause analysis: it finds the cause behind an observed event
- Prescriptive analytics: It advises on the actions required for a certain outcome. It utilizes techniques like:
- Optimization: it looks for the best solution for a specific problem
- Simulation: it creates different possibilities to predict outcomes
- Predictive analytics: it uses past data to predict future events. The techniques used in predictive analytics are:
- Regression analysis: it predicts outcomes from predictor variables
- Time series analysis: It predicts future data values by analyzing past data trends.
There are more methods for analyzing the data sets that are covered in data analytics courses in Samoa like data visualization and various tools and techniques.
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The Job Market of Data Analytics
The data analytics field is continuously growing and the demand for data analytics professionals is rising. According to the Bureau of Labor Statistics (BLS), data-oriented jobs are expected to grow to 31% by 2030 outpacing the average of any other occupation.
The same bureau indicated the rise of 11.5 million data analytics jobs by 2026. The growth of data analytics jobs in different industries varies for instance, in the tech industry data analytics-related job roles are projected to grow by 22% by 2030 whereas in the finance sector, data analyst job roles like financial analysts are expected to grow 6% by 2030.
The average salary of a data analyst role is one of the highest pay and is expected to grow further. The demand for data analysts is global as in the UK, the job listings have increased by 23%, and countries like India have seen a massive spike in the big data industry, which is expected to grow eightfold to reach $ 16 billion by 2025, according to NASSCOM.
So, it is the right time now to opt for data analytics courses in Samoa seeing its massive potential.
Top 10 Data Analytics Courses in Samoa
1. IIM SKILLS
Data analytics institute, IIM SKILLS, is one of the globally renowned online learning institutes for professional and skill development courses. The course name is “Data Analytics Course” which offers a comprehensive curriculum, hands-on learning, and flexible schedule.
| Module Name | Important Topic |
|
Module 1: Basic and Advance Excel
| Introduction to Data Handling |
| Data Manipulation Using Functions | |
| Data Analysis and Reporting | |
| Data Visualization in Excel | |
| Overview of Dashboards | |
|
Module 2: Visual Basic Application
| Introducing VBA |
| How VBA Works with Excel | |
| Key Components of Programming Language | |
| Programming Constructs in VBA | |
| Functions & Procedures in VBA | |
| Objects & Memory Management in VBA | |
| Error Handling | |
| Controlling Accessibility of Your Code | |
| Communicating with Your Users | |
|
Module 3: SQL
| Basics RDBMS Concepts |
| Utilizing the Object Explorer | |
| Data Based Objects Creation (DDL Commands) | |
| Data Manipulation (DML Commands) | |
| Accessing Data from Multiple Tables Using SELECT | |
| Optimizing Your Work | |
|
Module 3.1: SQL Server Reporting Services
| Basics of SSRS |
| Creating Parameters | |
| Understanding Visualization | |
| Creating Visualization Using SSRS | |
|
Module 3.2: SQL Server Integration Services
| Understanding Basics of SSIS |
| Understanding Packages | |
| Creating Packages to Integrate | |
| Creating Project Using SSIS | |
|
Module 4: Power BI
| Introduction |
| Data Preparation and Modeling | |
| Data Analysis Expressions (DAX) | |
| Reports Development (Visuals in Power BI) | |
|
Module 5: Data Analytics Using Python
| Introduction to Basic Statistics |
| Introduction to Mathematical Foundations | |
| Introduction to Analytics & Data Science | |
| Python Essentials (Core) | |
| Operations with NumPy (Numerical Python) | |
| Overview of Pandas | |
| Cleansing Data with Python | |
| Data Analysis Using Python | |
| Data Visualization with Python | |
| Statistical Methods & Hypothesis Testing | |
|
Module 6: Tableau
| Getting Started |
| Data Handling & Summaries | |
| Reports Development (Visuals in Tableau) | |
|
Module 7: R For Data Science
| Data Importing/Exporting |
| Data Manipulation | |
| Data Analysis | |
| Using R with Databases | |
| Data Visualization with R | |
| Introduction to Statistics | |
| Linear Regression: Solving Regression Problems | |
|
Module 8: Alteryx
| Overview of the Alteryx Course and Fundamental Concepts |
| Using the Select Tool to Rename Fields, Change the Data Type | |
| Understanding the User Environment and Alteryx Settings | |
| Filtering Data/Data Processing | |
| Blending/Joining Data from Different Sources | |
| Data Cleansing | |
| Impute Values | |
| Random Sample |
Any candidate with an interest in data analytics can apply for the course. Even senior or high-level professionals can opt for this course to stay updated in the ever-evolving market. IIM SKILLS also offers career guidance, placement assistance, and interview tips.
Eligibility criteria for this course
IIM SKILLS Institute provides data analytics courses in Samoa to candidates irrespective of their level of exposure in the market as this course is designed to suit applicants from a wide range of academics or professional exposure.
The candidate is only expected to have a basic understanding of mathematics and statistics.
- Data Analytics Course 6 months of training
- 2 months internship
- Cost: 1671.3 + taxes
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2. Knowledge Hut by UpGrad
The data analytics courses in Samoa are offered by Knowledge Hut in collaboration with UpGrad and provide an opportunity for candidate to upskill their career. This online platform provides thirty hours of big data analytics courses in Samoa briefing about big data and its frameworks. The program’s name is “Data Analyst Bootcamp”.
The course structure emphasizes more on practical skills. The course also enables one to study the Hadoop ecosystems and other integrations. This is one of the renowned data analytics institutes in Samoa having employers from the top industries who with their years of experience alongside their passion have designed this curriculum which is well suited for the competitive market today and can secure one a job at the topmost companies.
There is no eligibility requirement as it is available for all learners. The applicant will learn the basics of data ingestion, data ETL, and Apache Hadoop. The curriculum also involves the Pig and HIV framework and teaches real-time analysis.
Syllabus for this course:
- Introduction to Hadoop and Big Data
- HDFS (Hadoop distributed file system)
- Hadoop daemon process
- Hadoop installation models
- Hadoop ecosystems
- Integrations
- Data analytics using Pentaho
Course benefits:
- Training from industry experts
- The course covers the latest trends in the market
- Basic to advanced level
- Faculties are from top industries
Course fee: 979.688 WST
EMI: 110.35 WST (no cost EMI)
Email: reachus@knowledgehut.com
3. Simplilearn
It provides an IBM-sponsored course in data analytics. The course name is “DATA ANALYST” and is certified by Simplilearn and IBM. There is no eligibility requirement as learners from any educational background can opt for this course.
This Data Analysis course provides in-depth knowledge of the most cutting-edge analytics tools and techniques, as well as insights into SQL database management, R and Python programming, and the application of statistics and predictive analytics knowledge in a business environment.
This program demonstrates to students how to analyze data and it utilizes a blended learning approach. Additionally, the master sessions are conducted by IBM specialists. Furthermore, the course is available online.
Course Duration: 1 year
Course Fees: 1788.89 WST
Mode of teaching: Online
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4. ISB:
ISB, one the renowned data analytics institutes in Samoa is now providing a course named “Advanced Management Programme in Business Analytics”. This course is specifically designed to train professionals with practical skills and knowledge to excel in this field.
It offers an extensive course running over 15 months which covers a huge part of subjects like data collection, data cleaning, predictive modeling, statistical analysis, data visualization, etc.
This institute offers data analytics courses in Samoa that have impressive placement statistics with the average package being 112233.83 WST per annum and the highest up to 198059.69 WST per annum. It provides three modes of learning: in-class mode, live online classes, or self-paced courses.
Professionals are rewarded with ISB certificates after completing the data analytics course. The course has specific restrictions on course applicants related to the course eligibility which requires the candidates to have at least a bachelor’s or master’s degree in science, mathematics, engineering, or equivalent qualification with professional exposure to any industry or business for about a minimum of 2 years of full-time work experience
Key highlights of the course:
- Nearly 180 pre-recorded videos for learning
- 13 online sessions with highly qualified and experienced faculties
- Numerous assignments and quizzes
- The duration of the course is 13 weeks
- Nearly 17 discussion boards and 19 faculty-build apps
- Access the tools for resume building and enjoy LinkedIn profile optimization
- Various industry-related projects
Learning highlights:
- Get the opportunity to certify from this top institute
- Learn data-driven business strategies
- Learn how to collect data and utilize it to propel your business growth
- Learn to use data analytical tools
5. IMS Proschool
It offers a skillful training course with affordable classroom data science training. The Analytics India Magazine has ranked IMS Proschool as the fourth-best data science training institute in India.
The course name is “Post Graduate Certificate in Management” approved by AICTE (All India Council for Technical Education). The course is available in two modes i.e. classroom program and online program and the program runs for about a year.
The Certification in Data Science is made for an entry-level Data Engineering/ ML Engineering Job. It provides AICTE-approved PG certification in management issued by AIMA (All India Management Association) and additional certification from NSDC (National Skill Development Corporation).
Course modules:
- Methods of Statistics
- Involves exploratory analysis like bivariate, outliers, and univariate
- It offers logical and linear regression- output interpretation, model valuation, confusion matrix
- Provides data analytics tools like BI, Tableau- Workflows, visualization, dashboards
- Students get access to 20 case studies and projects
Course features:
- Taught by industry leaders with years of experience
- 150+ hours of faculty-led instruction and skill development over 6 months
- It promises 100% placement
- In the last few years, Analytics India magazine has placed IMS Proschool among the top data analytics centers across the world.
Course fees –
Classroom program: 2645.1504 WST
Online classes: 1982.8592 WST
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6. SKILLLOGIC
Data analytics courses in Samoa offered by SKILLOGIC Institute train candidates in data analytics with the program named “Data Analytics Certification Training”. The institute employs mentors from highly reputed industries to ensure quality education.
The experts bring experience and a huge network of industries with them. The Institute provides job assistance which consists of resume building, and mock interviews to help professionals during Placements.
The course is of duration 4 months and is available in both modes: online and offline modes. The certification provided by SKILLLOGIC is highly respected and is offered after completing the course.
SKILLLOGIC is one of the reliable data analytics institutes in Samoa as it has produced many successful alumni over the years.
Course modules:
- Data Aggregation
- Data Mining
- Association and Sequence Identification
- Text Mining
- Forecasting,
- Predictive Analytics,
- Optimization
- Data Visualisations
Tools covered:
- Tableau
- Sisense
- QlikView
- Domo
- BusinessObjects
- SAS, Dundas BI
- MicroStrategy
- Tibco
- Heap Analytics
- Alteryx
- MixPanel
- Google Analytics
Course features:
- This institute conducts classes in the vicinity of highly qualified teachers
- It gives access to business analytics resources
- IABAC certification cost training
- It provides Placement training
- One-to-one mentorship
Fees: 1591.4612 WST (live online classes), 1152.7127 WST (self-learning), 1790.0212 WST (classroom course)
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7. Codersdaily:
Codersdaily provides data analytics courses in Samoa named “Data Analytics Course”. The course contains a comprehensive curriculum and flexible learning. The data analytics by Codersdaily teaches basic and advanced topics like business intelligence, business analytics, and machine learning.
The curriculum of this course includes an interactive learning experience with quizzes and assignments. It provides a flexible learning schedule with self-paced courses in addition to live classes.
Professionals get certificates credited by coders daily after completing the course and badges during the course after each module to showcase their expertise in a specific area of data analytics. The mentors are highly qualified with huge networks that would help professionals at the time of placement.
Syllabus for this course:
- Introduction to data analytics
- Data analytics life cycle
- Feature engineering
- Data mining
- Data integration
- Data transformation
- Data visualization
Course benefits:
- Live classes
- Experienced faculties from top industries
- Free placement support
- One-to-one mentorship
Course fee: not available
e-mail: info@codersdaily.in
8. Data Flair:
Data analytics courses in Samoa offered by Data Flair are a good choice for individuals aiming to build a strong career in this evolving field. The program’s name is “Data Analytics Course”. The course covers a comprehensive curriculum and offers a variety of tools and technologies like Python, R, Power BI, Tableau, etc. with vast knowledge of various subjects in addition to real-world projects and case studies.
It provides a data flair certificate on completion of this course and is highly rated by professionals around the world.
Syllabus for the course:
Hadoop section:
- The big pictures of big data.
- Demystifying Hadoop.
- Installation and setup of Hadoop.
- The storage layer (HDFS).
- A deep dive into the map-reduce.
- Map-reduce (advanced concept).
- Data analytical tool (Hive).
- Data analytical tool (Pig).
- NoSQL database (HBase).
- Data collection via Sqoop.
- Data collection via Flume.
- Apache YARN and advanced concept of the latest version.
park Section:
- Explore Scala.
- Functional and object-oriented programming.
- Big data and Spark.
- Knows Apache Spark. RDD in Spark.
- Use Spark in local mode.
- Different moods of Apache Spark deployment.
- Knows Apache Spark
- Spark streaming.
- Spark GraphX and Spark MLIib.
- Spark SQL.
- Go through Real-life projects on Spark and Hadoop.
- It is a self-paced course which makes it easily available anytime
- There is a total of 10 projects
- It covers Java as a complementary learning
- One-to-one career guidance
- You can build a resume and prepare for the interview
- You can use the discussion forum to solve doubts
- It is a free course
- It offers lifetime access
Live-instructor-Led course
- It is a paid online course
- Top-rated faculties with decades of experience
- It offers 10 projects
- It conducts live online classes
- It provides certificates and job assistance after completing the course
- One-to-one mentorship
- Get to learn Java and other programming languages
Course fee: 799.99003 WST
Email: info@data-fliar.training
9. Udacity:
Udacity offers programs with Python and SQL for beginners. The program name is “Data Analyst Nanodegree” which consists of hands-on training and projects. Data analytics courses’ motto is to develop the candidate’s critical thinking and problem-solving skills; therefore, this institute believes in making the project open-ended and should engage students in real and practical situations.
Students are provided with personal feedback for each project by the experts. If students face challenges, then the mentorship offers assistance in all scenarios. Moreover, Data analyst Nanodegree has received positive reviews averaging 4.8 stars out of 5.
What they offer
- Real-world projects
- Career support
- Technical mentor support
- Flexible learning program
- Student Community
- Project review by experts Curriculum
Duration: 4 months
Pricing: 2549.5375 WST and Monthly EMI: 637.3767 WST
Mode of Study: Online
10. Imarticus Learning
The data analytics courses in Samoa offered by Imarticus Learning are made to help professionals build the exact range of skills and knowledge of data analysis. The program is established in partnership with the data science and analytics sector.
The course name is “Post Graduate Program in Data Analytics and Machine Learning”. The course has a comprehensive curriculum with flexible learning with the following features included in the training: analytical and critical thinking assessments, capstone projects, real-business experience, and high-quality case studies mentored by an appropriate business expert.
Students are guaranteed interview opportunities and offered data analytics certificates after completing the data analytics course.
Course duration: 6 months for non-working professionals (involves weekdays) and 9 months for working professionals (involves weekends)
Course fees: 7382.73 WST
Course modules:
- Statistical methods
- Machine learning with Python
- R and data science
- Python Programming
- SQL programming
- Big data and Hadoop
- Data visualization with Tableau
- Capstone project
- Get to complete all of the in-class tasks and projects.
- Build lasting partnerships with individuals who may be helpful during and after your training.
- Increasing the job search chances by fifty percent with the exclusive placement platform, which gives in-depth leads and contacts for the top companies in data science and AI.
- Hands-on assistance from the CAS personnel to revise your CV to best showcase yourself to get the position you’ve always wanted.
- Whether or not CAS also simulates interviews and supplies one with sample Data Analytics and Machine Learning interview questions to complete any challenging questions.
FAQs
-
What are the best data analytics courses in Samoa?
The above-mentioned courses are some of the best data analytics courses. IIM SKILLS always rank at the top.
-
What is the average cost of data analytics courses in Samoa?
The average cost varies as a data analytics course depends on several factors. Some courses can be accessed for free while some come in a range between a few hundred Samoan Tala to thousands of Samoan Tala.
-
What are the job prospects after completing the data analytics courses in Samoa?
Job prospects are huge in the data sector as this field is rapidly growing. Professionals can opt to work in tech industries, finance, sports, entertainment, etc.
Conclusion
Data analytics have experienced potential growth in recent years following the digitization of businesses. The vast amount of data is being generated every day creating enormous opportunities for data analysts. Data analytics is important for organizations to gain a competitive edge in the evolving market. Businesses utilize data analytics for decision-making, predictions, managing risks, and identifying patterns to stimulate their growth.
Currently, data analytics is widely used in industries like health, sports, and entertainment to understand customer needs to provide a better experience. In the future, the importance of data analytics is only going to rise as the world is going to invest more in data-driven strategies. Emerging trends like predictive and prescriptive analytics are reshaping industries by finding new opportunities for growth and innovation. So, it may be the right time to opt for data analytics courses to utilize all the opportunities
Vanthana Baburao
Currently serving as Vice President of the Data Analytics Department at IIM SKILLS......
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