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Top 10 Data Science Courses In Durban With Placements

To begin your career as a data scientist, you need to have a good grasp of concepts of coding, statistics visualization, big data, and machine learning, which are considered the core of data science. But from where will you learn these concepts in Durban? That thought must have come across your mind. Only after a clear understanding of these topics, your data science journey begin. Well, leave this worry here, as with our article name, Data Science courses in Durban, we will resolve this worry of yours and assist you with the institute from where you can learn data science.

List of best data science courses in Durban

Durban, a coastal city of South Africa famous for its food cuisines and culture also enchants its natives and foreigners with its golden coastline and encourages people from around the world to settle here.

Being a manufacturing hot spot of the country, many textiles, automotive, chemicals, and electronics companies have their abode here, not only this, famous companies like Amazon, Derivco, Google, Concentrix, Sage, Bloomberg, and THG recruit their employees here along with, the data scientists.

Top 10 Data Science Courses In Durban

Rank #1. Data Science Institutes in Durban

1) IIM SKILLS

IIM SKILLS offers many technological short-term courses and shapes the future of lots of learners through its teaching methods. The data Science Courses in Durban are offered by IIM SKILLS where the education is provided through online classes.

In the course, they have over 160+ hours of online lectures for their students where the trainers with decades of experience impart knowledge to the students.

The passionate mentors have designed the course in such a way, that it gives the perfect head start to the learners for their long-term careers in data science.

So whether you are a fresher who wants to start from scratch, a working professional who wants to upskill their analytical knowledge, or a person who wants to switch careers, this course is for everybody who wants to learn about programming data science skills.

This MBA-led program in data science is of 11 months in alignment with Google, and Microsoft and is approved by the MSME. Over 100+ hours of practical, project assignments help students to utilize the data analytics tools and knowledge imparted by expert mentors of the data science industry.

The data science course curriculum of this data science institute comprises

  • Knowledge of Statistics in Data Science in which topics that will be covered are
  • Random Variable
  • Probability
  • Probability distribution
  • SND
  • Expected value
  • Sampling Funnel
  • Sampling Variation
  • Central Limit Theorem
  • Confidence interval
  • Linear Regression
  • Logistic Regression
  • Forecasting
  • Time Series

 

  • Knowledge of Data Science (AL and ML) in which topics that will be covered are
  • Machine learning
  • Supervised Machine Learning
  • Unsupervised Machine Learning
  • AI-Deep Learning
  • Knowledge of Data Science using SQL in which topics that will be covered are
  • Basics RDBMS concepts
  • Utilizing the object explorer
  • Data-based object creation
  • Data manipulation
  • SQL server reporting services
  • SQL server integration services
  • Others
  • Knowledge of power BI in which topics that will be covered are
  • Introduction Power BI
  • Data preparation and modeling
  • Keep and remove rows, Add remove, and go to columns
  • Data Analysis Expressions
  • Report development
  • Knowledge of Python in which topics that will be covered are
  • Introduction to Basics Statistics
  • Introduction to Mathematical Foundations
  • Introduction to analytics and data science
  • Python essentials
  • Operation with NumPy
  • Overview of Pandas
  • Cleansing Data with Python
  • Basic visualization tools
  • Visualising Geospatial data
  • Data Visualisation with Python
  • Advanced visualisation tools
  • Statistical methods and hypothesis testing

 

  • Knowledge of Tableau in which topics that will be covered are
  • Getting started
  • Data handling and summaries
  • Data handling and summaries
  • Building Advanced Reports and Maps
  • Table Calculations
  • Calculated Field

 

  • Knowledge of R for data science in which topics that will be covered are
  • Data importing and exporting
  • Data manipulation
  • Data Analysis
  • Data visualization with R
  • Introduction to Statistics
  • Linear Regression: Solving regression problems
  • Testing

 

  • Knowledge of data science using Alteryx in which topics that will be covered are
  • Overview of the Alteryx course
  • Using the select tool to rename fields, change the data type
  • Understanding the user environment Alteryx setting
  • Remove the data set
  • Understanding Alteryx designer
  • Connect to data sources
  • Alteryx designer interface
  • Set data field types
  • User and Workflow settings Remove and rename fields
  • Filtering data and data processing
  • S Blending from different courses
  • Filtering using string data
  • Finding customers with 10 or more transactions
  • Input, data, dynamic rename, text to column, Transpose
  • Identify common data fields
  • See how all records fit the filter
  • Data cleansing
  • Impute Values
  • Random Sample

For more details about the course visit their website www.iimskills.com contact [email protected] phone no. +919580740740

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Rank #2. Data Science Institutes in Durban

2) Eduvos

Eduvos offers a degree in bachelor of science in information technology specialising in data science in Durban. This is a full-time on-campus, full-time online, and full part-time online data science program where the duration for full-time on-campus is a of minimum 3 years and a maximum of 5 years.

The duration of a full-time online program is a minimum of 3 years and a maximum of 5 years and a part-time online program is a minimum of 5 years and a maximum of 7 years.

In this Data Science Course offered by the Eduvos, the students are equipped with the concepts and knowledge of tools required to become an expert in data science. Through their program, they help students develop essential skills like self-discipline, innovation, adapting, teamwork, effective decision-making, and analysis.

Now we will share the module description of the three years of this bachelor of science in information specializing in data science program offered by this data science institute.

The first year’s module description comprises

  • AL Ethics and Privacy
  • Cloud-Based Technologies
  • Com[uter Network and Security
  • ‘Computer Network and Technologies
  • Computer Skills (Microsoft)
  • Introduction to Information Systems
  • Introduction to Programming
  • Linux-based Operating System
  • Mathematics 1A
  • Mathematics 1B
  • Non-technical Skills for IT Professionals
  • Procedural Programming

The second-year module description comprises

  • Artifical Intelligence Techniques
  • Data Structures and Algorithms in Python
  • Database Systems
  • Linear Algebra with Application
  • IT Projects Management
  • Machine Learning Algorithms
  • Network Security
  • Probability and Statistics
  • Scientific Computing in Python
  • Web Server Management

The third-year module description comprises

  • 4IR Technologies
  • Business management and Entrepreneurship
  • Object Oriented Systems Analysis and Design
  • Operating Systems
  • Project: Data Science
  • R Programming for Data Science
  • Research Design and Methodology
  • Sensors Data Management, Io/t Mining and Analytics

Regarding more information about the entry requirement, you need to visit the website of Eduvos or contact [email protected]  phone no. +27(0)319413800

Rank #3. Data Science Institutes in Durban

3) Laimoon

Laimoon is a global online institute that provides various courses on its platform, and data science courses in Durban are also offered by them. With the help of over 200 training providers, they help their learners to grow their businesses.

Some of the names of their business providers are Informa Connect, PWC, ICS Learn, LEORON, and London Training for Excellence. The course is conducted under the guidance of trainers who have knowledge of the data science field very well and have years of experience in it.

One of the courses offered by them through which you can learn data science is Analysing Data with Microsoft Power BI, where live virtual classroom education of up to 20 hours is provided by, the Elegant Training Centre.

Certification in Data Analysis and Reporting using Power BI which is a 5-day duration course where education is provided by LEORON professional development institute.

Data Analysis in Excel which has a duration of up to 5 hours where education is provided by Training Express.

Tableau Features Hand-on which is an up to 6 hours duration of the course where education is provided by EDUCBA.

SkiiUP in Python Programming course, duration of up to 2 hours where, education is provided by,  EDUVBA.

To know more about the courses,  through which you can learn, visit their website or call 07022374614.

Rank #4. Data Science Institutes in Durban

4) NobleProg South Africa

Get hands-on knowledge of the programming languages and methodologies used to perform data analysis from the data science courses in Durban offered by NobleProg South Africa.

This is an online or onsite, instructor-led program. Where data training is live and provided by mentors.

The subcategories of the data science program offered by them are:

  • Business Intelligence
  • Data Visualisation
  • KNIME
  • Microsoft Power Platform
  • Business Analysis
  • System Monitoring
  • Data Cleaning
  • Spatial Analysis
  • Web Analytics
  • Databricks
  • IBM SPSS Modeler

Let’s explore the courses offered by this data science institute

Jupyter for data science teams

It is 7 hours duration program where:

  • Introduction to Jupyter
  • Collaborative Features
  • Creating and Managing Notebooks
  • Programming with Jupyter
  • Advance Jupter Features
  • Practical Session
  • are taught to learners.

The requirement comprises programming experience in languages.

A Practical introduction to data science includes:

  • It is 35 hours duration of course where
  • Introduction
  • Preparing the development environment
  • Data collection
  • Data storage
  • Data preparation
  • Languages used for preparation, processing, and analysis
  • Data Analytics
  • Data visualisation

The requirement comprises a general understanding of database concepts and statistics.

Python for Excel

It is a 14-hour duration of course where

  • Overview of Python packages for Excel
  • Installing the Python packages for Excel
  • Preparing your spreadsheet and data
  • Preparing your workspace
  • Importing your Excel files and loading your data using Pandas
  • Writing data, formatting information, and modifying charts in Excel
  • Reading and formatting data from older Excel files
  • Implementing the final check of your data
  • Calling Python function from Excel
  • Troubleshooting
  • Are taught to learners.

The requirement comprises a basic familiarity with Excel

To know more about the course they offer, visit their website or contact [email protected]  phone no. +27(0)100055793

Rank #5. Data Science Institutes in Durban

5) Logicmojo

Get a successful career transition with over 110+ hours of live online sessions by Logicmojo. Whereas with a 1:1 doubt session, the doubt of the learners is solved.

In these 8 months of the weekend, live classes and the concepts of data science are taught and students are made to gain practical experience through real-time projects where they can take help from recording if they need any.

The students throughout the case work on over 60+ case studies and assignments where feedback is given with 24/7 assignment support. These data courses in Durban offered by Logicmojo have tied up with 150+ companies where 100% job assistance is provided to get recruited by the companies after completing 80% of the course.

The data science course syllabus covered by this data science institute:

Module 1 Basic to Advanced Python

Module 2 Applied Statistics in Machine Learning

Module 3 Machine Learning

Module 4 Deep Learning

Module 5 Natural Language Processing

Module 6 Tableau

Module 7 Power BI

Module 8 Computer vision

These data science courses in Durban, offered by Logicmojo are suitable for

  • Software engineers
  • IT Professionals
  • Data professionals
  • Business analysis
  • Product managers

Logicmojo also provides job assistance to their learners and helps learners land their dream jobs. This data science institute offers lifetime access to all recordings of all the classes.

The topics that will be covered during the 8 monthly data science program are:

  • Object-oriented programming and Python
  • Functional programming in Python
  • Python data structures and sets, dictionaries, Namedtuples, etc
  • NumPy, Pandas and Matpltlib, Scikit-learn
  • TensorFlow, Data preprocessing, and data visualization
  • Data visualization using Matptlib
  • Data analysis using Pandas
  • Fundamentals of MAths and ProbabilityStandatd, normal distribution, Gaussian distribution
  • Q-Q plot, Bernoulli and Binominal distribution
  • Poisson distribution and advanced Statistics
  • Pearson correlation Coefficient and Covariance

To know more about the data science program offered by them, visit their website or enquire at +9180889-75867

Rank #6. Data Science Institutes in Durban

6) Bilginc IT Academy

The Data Science Courses in Durban offered by Bilginc IT Academy in fundamentals of data science is a program in which classroom/virtual classroom/ Online training is provided with a course containing 3 3-day duration.

During this three-day data science program, conceptual teaching is imparted among students in which data science, big data, and machine learning are taught after that education is imparted through real-world data science and machine learning.

The person who wants to join this course should know technical skills like application and programming of SQL, and exposure to Python and R programming.

Now we will share information related to training:

Fundamental of R has a duration of 3 days and level is of fundamental level.

In this, the introduction to R, mathematical and statistical modeling language is used to analyze big data.

Practical Big Data Analysis which has a duration of 5 days and level is of intermediate level.

In this, the introduction to Python, data science, big data, and major big data technologies is taught to learners.

Practical Machine Learning which has a duration of 5 days and level is of intermediate level.

This is suitable for working professionals with basic data science knowledge.

Fundamentals of Big Data which has a duration of 3 days and level is of fundamental level.

In this,  the introduction to mathematical models, data science, and big data technologies and knowledge of a range of big data tools.

Fundamentals of Machine Learning which has a duration of 3 days and level is of fundamental level. In this machine learning including the practices and principles is taught.

Fundamentals of Statistics for data analysis which has a duration of 3 days and level is of fundamental level. This is for persons who want to start a career in data science.

To get more information visit their website or contact [email protected] at +902122827700

Rank #7. Data Science Courses in Durban

7) School of IT

Explore the world of data science with the data science courses in Durban offered by the School of IT. To cater to the demand for rising data scientists, the School of IT has launched this program. The elements of the data science course comprise by them are

AI programming with Python:- This is a courseware-inclusive 1-on-1 expert-led course where knowledge can be gained with flexible hours. In this the knowledge of all the programming tools like ‘python, NumPy, and PyTorch, the math is provided and overall knowledge of Python is provided.

Apache SystemML:- This is a course specially designed for machine learning. The outline of this course is

PGC AIML- Machine learning

PGC AIML- deep learning with Keras and TensorFlow

Azure data scientist course:- It is designed to fill the shortage of machine learning experts in the workplace, to learn relevant Azure modules get enrolled in it, and become a Microsoft Certified Azure Data Scientist who gets international recognition.

To learn more about this data science institute you can visit the School of IT website or contact [email protected] at +27826967749

Rank #8. Data Science Courses in Durban

8) Apponix Technologies

With a rating of 2000+ and 3000+ happy learners, Apponix Technologies offers data science courses in Durban specializing in big data Hadoop. This is a 6-week certification course that will clear the concepts of Hadoop and make you a master of Hadoop and the technologies and tools used in Big Data.

The course covers

  • Spark application
  • Functional programming
  • Parallel processing

Not only this but after learning this Hadoop specialized course in data science you can work as a Hadoop developer, Hadoop Admin, Hadoop Architect, Big Data Analyst, and Data scientist in reputed companies and organizations.

The skills that will be covered by this data science institute in Big Data Hadoop are:

  • Spark application
  • Functional programming
  • Real-time data processing
  • Parallel processing
  • Spark SQL
  • Spark RDD optimization techniques

After taking this course you can even ace the CCA175 Hadoop certification exam.

Since it is the most demanding and flexible language to learn in the IT industry, its implementation is used in fields like Web Development and AI Robotics. It will give you many opportunities.

The syllabus of the course comprises

  • Hadoop Introduction
  • Hadoop Installation
  • Hadoop Distribute File System
  • Map Reduce Programming
  • Hive
  • PIG
  • Sqoop
  • HBase
  • YARN

This data science program is suitable for Software developers, software architects, senior IT professionals, IT project managers, data scientists, IT graduates, and junior IT professionals who know Java and SQL

Contact them at +9180505-80888 [email protected]  and visit their website for more information.

Rank #9. Data Science Courses in Durban

9) Simplilearn

Simplilearn in collaboration with IBM provides data science courses in Durban. Through this course, you can boost your skills to develop your career in data science and get deep knowledge of:

  • Python
  • Tableau
  • Hadoop
  • Spark

With a rating of 4.4 and learners of more than 36080, they offer this course for 11 months. Join this program to get IBM Advantage, Generative AI Edge, Applied Learning, and top-notch data science courses. To elevate your career and gain expertise in  in-demand skills like

  • Python
  • SQL
  • Excel
  • Machine learning
  • Tableau
  • Generative AI
  • Machine learning
  • Programming skills, you can become part of it.

The tools covered by this data science institute

ChatGPT

DALL-E 2

MySQL

NumPy

Pandas

SciPy

Python

R

Seaborn

Tableau

Matpltlib

Microsoft Excel

Power BI

During the course, skills like prompt engineering, descriptive statistics, inferential statics, explainable AI, conversation AI large language models, model building and finetuning, data science, data management, ensemble learning, and ChatGPT will be covered under the guidance of expert trainers from the data science background.

The course contains 8 lectures the preview of which you can get after visiting their website. The programming essentials of the course include learning OOP and its features, and data types, mastering Jupiter Notebook, function of operation, and strings.

To learn more about the data science courses in Durban by Simplilearn visit the website.

Rank #10. Data Science Courses in Durban

10) IntelliPaat

Get trained with the IIT experts and gain expertise in data science by joining the data science courses in Durban offered by IntelliPaat in collaboration with IIT Roorkee, the most prestigious education institution in India. Through this data science program, they will become expert in:

  • SQL
  • Python
  • Machine learning algorithms
  • Git
  • PySpark
  • MLOps
  • Tableau

This data science institute offers over 50+ live classes for this 7-month data science program, including 218 hours of self-paced videos and 200 hours of project and exercise.

Tools included in the course are:

  • Python
  • SciPy
  • Pandas
  • TensorFlow
  • Tableau
  • Git
  • Excel
  • SQL
  • Matpltlib
  • NumPy
  • Jupyter
  • PySpark

Learn these essential tools designed by the experts of the industry and get real-world experience through this data science program.

For more information don’t forget to visit the website of intelliPaat.

FAQs

1) What is the salary of a data scientist in Durban?

Most companies and organizations offer high salaries to data scientists, although the average salary of a data scientist in Durbanis ZAR 27,895.

2) What are the major industries that hire data scientists in Durban?

Well, data scientists are required by every sector to make the right decisions, although the names of some of the major industries that hire them are Sugar Refining, Construction, Finance, transportation, and healthcare.

3)  How to find the right institute in Durban to get training for data scientists?

Well, google ratings and reviews help a lot but there are many articles available on various websites about it you can read them.

Conclusion

Data science is a rapidly growing industry and the demand for data scientists is increasing day by day. This sector is required for the development of every sector and shows projected growth of 31% this decade. With an average salary of 117-206k data science industry opens the gate of 11.5 million expected employment for the people. So yes if you love mathematics and statistics and programming languages are in your interest, you can opt for this career and become a data scientist.

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