As per historical reports, analyzing data is not a recently introduced term, however, the processes followed in the current scenario are distant from ancient times. With the increasing development and competition, companies suffer a great deal. The following phases such as filtering, analyzing, and visualizing might be easier for one second but gathering the data from different resources is a manual process. The worst share is to replicate the same procedure all over again whenever data needs to be extracted. In this digitalized era, translating huge data stakes not only your time but also your efforts. Besides these, extracting solutions from such complicated data is beyond the capacity of a normal individual. These solutions require technical expertise and powerful tools and technologies to optimize business operations. Don’t be troubled, this article will take you through all essential subjects and top data analytics courses in South Africa with placements.
Before digging into the best data analytics courses in South Africa, let us have a quick overview of data analytics.
Many terms such as Data Warehouses, Business Intelligence, Statistics, Data Mining, Database Management, and Big Data were brought into human understanding after the arrival of data analytics. The development of computers and various technologies gave birth to data analytics.
In addition, the 1990s was also an era of the Internet. New data was emerging with multiple technologies like machine learning and NoSQL, but due to a lack of technical expertise, the situation of the companies was more tragic.
With tons of complex data constantly produced, terms like “data explosion” and “data overloading” were brought to attention. This is where the need for data analytics became crucial and opened several data analytics institutes in South Africa and other regions.
History of Data Analytics
The history of data analytics is a long haul, starting from the 17th century to the current scenario. We will point down every century to add brief details so that you understand the importance of data analytics if you’re looking for data analytics courses in South Africa and other places.
Ancient centuries: Data analytics is not a contemporary subject, in fact, it has contributed to many solutions occurring in day-to-day life. For instance, tracking business performance to perform effective trade or evaluating land performance to grow crops are all examples of data analytics. All these evaluations required the ability to analyze and filter data but with no technology or tools.
Statistical Analysis: Statistical analysis came into notice with the foundation of mathematics and geometry when theorems like Pythagoras and Euclid were produced. It gained more pace with the probability theory of Pascal and Fermat in the 17th century, further extended by Jacob Bernoulli and Abraham de Moivre. With technology emerging, for instance, the establishment of computers and data science led to the extreme use of Data Analytics to extract information for useful insights.
Industrialization: The Industrial Revolution began with the accelerating need for methods and techniques to handle big data. This need began with the emergence of new technologies like electric computers and other theoretical foundations like data processing and data science. Many fields such as manufacturing, finance, geography, and technology started using data analytics for their company’s progress.
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Data Management: Due to producing large and complex datasets, managing data became the priority to overcome issues like data explosion and data overloading. The concept of data warehousing appeared, a process of structuring raw data collected from multiple resources and storing it in data processing systems.
The first company that started using data warehouses was IBM and then many famous companies such as Oracle, Microsoft, and Teradata followed. With the increasing demand for the Internet, data management gained more significance, and tools like SQL were popular.
Big Data: After the beginning of the 21st century, a new term “big data” was introduced. Tools and technologies like Hadoop surfaced to translate large and complex datasets into useful information. With the rise of technology and amounts of datasets, it was crucial to bring big data into the world. Platforms like social media and other web services create written data along with visual data such as images, videos, and others. With the help of big data analytics, advanced solutions can be drawn to solve these problems.
Machine Learning: The entrance of computer technology and artificial intelligence gave a hike to the concept of machine learning. In previous times, machine learning was pioneered by Arthur Samuel through a game where the game modified its operations based on human actions. With time these operations got better reaching a more proficient level. Geoffrey Hinton displayed an interest in machine learning resulting in business growth and opening many job portals for career-driven individuals.
Data and analytics have evolved a great deal with the tools and technologies available at ease like never before. With tools like Tableau, Python, Power BI, SQL, and R, programming becomes less afflictive, and with a reputed certification in hand, you can position yourself in an accomplished firm.
For the same reason, below we have discussed a list of the top 10 data analytics courses in South Africa with placements in brief.
Top 10 Data Analytics Courses In South Africa With Placements
1. IIM SKILLS
After the foundations of IIM SKILLS, the institute has gained prominence all across the globe. The certification adds value to your resume despite your background; declaring it one of the best data analytics institutes in South Africa and other regions.

MODULES COVERED:
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 |
Name: Data Analytics Course
Duration: 6 months + 2 Months (Internship)
Fees: 11,040.46 South African Rand + GST
EMI: No Interest
Certification: Included
Why Choose IIM SKILLS Among Other Data Analytics Courses In South Africa?
- Acquire the knowledge and skills included in the profession of data analytics with professional help and expertise.
- Modify the techniques as per the demand of the market after gaining sufficient knowledge from an institute ranked by famous channels.
- Advance your intelligence with an accelerated curriculum that involves the latest methods and tools like Python, Power BI, Tableau, SQL, and much more.

- Propose your ideas visually with the help of powerful concepts and tools such as Tableau.
- Memorize your lessons and deep-root all the concepts with 10+ case studies and live projects or assignments.
- Having more than 500 networking partners, IIM SKILLS ensures you end up in your desired job and company.
- Earn a master’s certification after the course completion and get job proposals immediately.
- Anytime login session context in the Learning Management System and take advantage of lifetime access to all the recordings and sessions.
Without worrying about your background, you can begin this wonderful journey from IIM SKILLS if you’re looking for data analytics courses in South Africa.
Contact Details:
+919580740740, info@iimskills.com

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2. University of Cape Town
For business-minded individuals looking for data analytics institutes in South Africa are open to joining the online short course in data analytics delivered by the University of Cape Town (UCT). In 8 weeks of the program, you will be armed with substantive skills that are critical in the field of data analytics.
MODULES COVERED:
- Orientation Module
- Fundamentals of Data Analytics
- Decision-making Skills
- Research Questions
- Data Organisation
- Introduction to Microsoft Excel
- Statistical Analysis
- Outcome Interpretation
- Data Presentation
- Data Visualisation
- Tables and Charts
- Database Handling
- SQL Databases
- Tools and Techniques
Why Choose UCT Among Other Data Analytics Institutes in South Africa?
- Learn the core concepts of data analytics that will direct you toward a solution under any circumstances.
- Conduct deep analysis and research with programming tools and techniques that will be taught in the curriculum designed by UCT.
- Have the ability to solve a problem before it comes with the help of predictive analysis.
- Format any table and chart and mold it in a manner that looks presentable and catches to eyes with the knowledge of data visualization.
- Manipulate and filter any sort of data using Microsoft Excel and other business tools with no difficulty.
- Store information while maintaining privacy and apply the essential methods with the extraction of the same information.
- Earn a backup with the online certification provided by UCT after you finish the course and go through all the modules and sessions.
As an individual searching data analytics courses in South Africa, online preference shall benefit you. Choose well after checking out every detail.

3. ALX Africa
ALX Africa is providing a 5-month course in data analytics which will be conducted online by skilled professionals. The course is delivered in partnership with the Mastercard Foundation. Here, you will be trained in soft skills along with programming skills. For African candidates, ALX is a good option if they are looking for data analytics courses in South Africa.
MODULES COVERED:
- Introduction to Data
- Soft Skills Training
- Handling Queries and Databases
- Data Visualisation
- Introduction to SQL
- Data Modelling
- Problem-solving
- Data Design
- Real-World Scenarios
- Career Development
Why Choose ALX among other Data Analytics Courses in South Africa?
- Gain leadership qualities and become a professional in data analytics or start your business from scratch.
- Develop your resume and interview skills with the career development module covered along with the course.
- Manage difficult databases and solve any data-related query on time using Structured Query Language or SQL.
- Communicate your reports and ideas that sound and visually look persuasive to any viewer.
- With the real-world examples given during the course, learn to apply every technique with a careful approach.
- Be open to numerous career options and choose your industry with the gained skills from the course.
To apply in ALX, you need to be of African origin which makes it a perfect choice if you fit in that criteria and are in search of data analytics institutes in South Africa.
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4. Optimi College
Optimi College is one of the known data analytics institutes in South Africa that offers a course in data science specially designed for data analysts. This course will take you months to become a professional and a chance to gain a deeper understanding of the field of data science.
MODULES COVERED:
- Data Engineering
- Introduction to NumPy
- Data Science using Pandas
- Data Structuring
- Data Exploration
- Introduction to R
- Regression Methods
- Introduction to Spark
- Statistical Learning
- Understanding of Hadoop
- Data Analytics with Python
- Data Wrangling
- Data Visualisation
- Data-query Handling
- Design Building
- Data Management
- Cloud Data Management
- Introduction to Amazon Redshift
- Data Sourcing
- Data Integration
- Introduction to Tableau
- Visual Analytics with Seaborn
- Data Research
- Data Algorithms
- Deep Learning
- Final Exam
- Career Development
As you can see the curriculum is detailed and is capable of offering every essential skill or technique required in this profession. Also, the course is online so you can choose this institute if you are searching for data analytics courses in South Africa.

5. Damelin Online
Damelin Online, as the name suggests, offers a short online course in data analytics. The duration will be 10 weeks and you have the privilege of registering at any time you desire. It comes along the list of top data analytics courses in South Africa because of the detailed curriculum and the advanced skills developed in this course.
MODULES COVERED:
- Environment Setting
- Introduction to Data Analytics
- Introduction to Business Intelligence
- Data Warehousing
- Online Analytical Processing
- Types and Levels of Data Analytics
- Data Visualisation
- Corporate Data Handling
- Fundamentals of Microsoft Excel
- Advanced-Data Analytics
- Tools and Techniques
- Wrap-up Discussion
This can be your starting step towards becoming a data analyst, especially if you are looking for data analytics courses in South Africa because the tutor has proficient experience working in South Africa and abroad.
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6. ACTE Learning
ACTE is an online platform that has trained more than 12000 students all over the world and wishes to impart the same knowledge with their short course in data analytics.
MODULES COVERED:
- Introduction to Data Analytics
- Descriptive Analytics
- Probability Distribution
- Hypothesis Testing
- Linear Regression
- Understanding Frameworks
- Lasso Regression
- Supervised Learning
- Data Classification
- Data Management
- Logistic Regression
- Quadratic Analysis
- Vector Machines
- Data Networking
- Deep Learning
- Data Clustering
- Data Mining
- Big Data Analytics
- Prescriptive Analysis
- Reinforcement Learning
- Active Learning
- Data Designing
- Experiments and Examples
ACTE is one of the rarest data analytics courses in South Africa that offers the choice of customized Learning, online learning, and face-to-face learning. After completion, you also gain a high chance of getting a job opportunity as the institute is partnered with popular companies such as Oracle, Microsoft, Amazon, Pearson, and many more.

7. Learnbay
Learnbay is offering a combined program in data analytics partnered with IBM and Microsoft. You can reap the benefits of home learning with this online course. After 6 months of course completion, you will have three most-recognized certificates in hand; two IBM certificates, one for course completion and the other for project experience along with one Microsoft certification.
MODULES COVERED:
- Basic Mathematical Fundamentals
- Programming Languages
- Introduction to Python
- Dashboard Designing
- Data Structuring
- Data Algorithms
- Introduction to NumPy
- Data Analytics Using Pandas
- Statistical Learning
- Descriptive Analytics
- Linear Regression
- Machine Learning
- Introduction to SQL
- Data Visualisation with Power BI
- Visual Analytics with Tableau
- Generative AI
- Tools & Techniques
- Future Trends
- Big Data Analytics
- Spark Analytics
Along with the well-reputed certificates, you also gain 3 years of career support in resume building, profile development, LinkedIn Marketing, mock interviews, and many other offers.
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8. Mancosa Skillme
Mancosa is an online platform that has designed a curriculum for individuals seeking data analytics courses in South Africa. The course primarily works on four aspects: big data analytics, leadership development, data modeling, and data management. This course will improve your decisions and optimize your professional growth.
In this course, you get familiar with various concepts including data handling, data storage, data warehousing, and other essential concepts. After successful completion, you are declared a professional in data analytics by assigning a certification authorized by Mancosa and Blockchain.
Also, the tutor who will be delivering this course holds a PhD. degree in Information Systems from Western Cape University.

9. University of South Australia
The University of South Australia is delivering an online course in data analytics for 10 weeks where you get the benefit of home learning and lifetime access to all the recordings and other resources. The course is open to all undergraduates despite their backgrounds.
This opportunity is also a gateway to adding some professionalism to your resume. If you need any support or get stuck with a query, you can consult the technical team at any time.
10. Red & Yellow Creative Business School
Red & Yellow School of Business provides you with an opportunity to gain an authorized certification through their data analytics online course. The course is created for marketers and business-minded individuals who want to expand their business to reach a wider audience. The course includes online learning and campus learning, whatever you prefer, you can choose.
Frequently Asked Questions: (FAQs)
Q.1. Is data analytics a good choice for a career?
Many reasons support the statement that data analytics is a wise career choice for any individual. As demand increases, job opportunities will make their way too. Due to both, demand and abundant job opportunities, specialists in this profession will earn high salaries. Also, they will be presented with numerous fields to choose from.
Q.2. What are the benefits of data analytics?
There are many benefits of data analytics across all sectors. First is the ability to drive effective solutions by tracking patterns and insights. These methods can benefit businesses to optimize their operations and compete confidently in the market. Not only businesses but also benefits customer connect with services leaving their experience more personalised. Data analytics can improve the workflow of many government agencies, especially, healthcare.
Q.3. How does data analytics help in security?
By tracking the cause of problems from tracking insights and then prescribing ways to tackle the issues using different techniques such as prescriptive analysis, data analytics can prove useful in the security department. Companies can keep a record of user activities by tracking them every second, these trackers will also identify threats and unusual activities. Besides these, predictive analysis can foretell future possibilities of threats so that companies and agencies can tackle such possibilities before they happen.
Final Thoughts:
Especially, if we discuss a developing country like South Africa that is leading on a path to becoming modernized by dealing with its social and economic challenges through digitalization. South Africa has already accepted the invasion of innovation and technologies across various sectors to revolutionize. They are advancing their financial sectors, telecommunication centers, and infrastructures to compete with industries around the world. This will not only benefit job seekers with numerous job opportunities but also tackle the indifferences such as racial differences, inequality, poverty, and unemployment in society. In that case, looking for data analytics courses in South Africa is a wise choice one can make in his career.

Vanthana Baburao
Currently serving as Vice President of the Data Analytics Department at IIM SKILLS......
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