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iHUB IIT R

Data Science Course in Durban

96,569 Ratings

Rated #1 Data Science Course by India TV

  • Data Science Course in Durban offered by iHUB, an Innovation Hub of IIT Roorkee
  • Master Data Science Tools and Techniques in Durban
  • Get placement assistance with a Data Science Course in Durban
  • Join now to enhance your data science skills and take your career to the next level.
In Collaboration With
Microsoft
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Data Science Training in Durban Key Highlights

50+ Live interactive sessions across 7 months
218 Hrs Self-paced Videos
50+ Industry relevant Projects & Quizzes
Certification from iHub IIT Roorkee & Microsoft
Live Classes from IIT Faculty & Industry Experts
24/7 Support
Career Services by Intellipaat
2 Days Campus Immersion at iHub IIT Roorkee
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Trustpilot 3109
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Data Science Course Overview

Why should you take up the Data Scientist course in Durban?

  • As per Glassdoor, the average income of Data Scientists in India is about ₹976k per annum
  • LinkedIn has over 3,000 Data Science job opportunities in India
  • Data Scientist is the best job of the 21st century – Harvard Business Review
  • The global Big Data market to reach US$122 billion in revenue in 6 years – Frost & Sullivan
  • The number of jobs for all the US data professionals will increase to 2.7 million per year – IBM

Today, almost all industry verticals, regardless of their customer orientation, are actively hiring Data Scientists, which makes it truly worthwhile to get certified.

Intellipaat is a premier online coaching institute that offers the best Data Science courses in Durban, which help you master concepts such as

  1. Data Science projects, analytics, and recommender systems
  2. Python with Data Science
  3. Analysis segmentation using clustering and the technique of prediction
  4. Data analysis, project life cycle, and Data Science in the real world
  5. Data visualization with Tableau
  6. Natural Language Processing and its Applications
  7. Microsoft Excel for data analysis and data transformation
  8. Deploying Machine Learning models on Clouds (MLOps)
  9. Git, Storytelling
  10. Natural Language Processing and its Applications
  11. Microsoft Excel for data analysis and data transformation
  12. Data Science projects, analytics, and recommender systems

Intellipaat’s online Data Science training course is exclusively designed by industry experts for

  • Freshers or Professionals looking for a Data Science career
  • BI Professionals and Analysts
  • Machine Learning Professionals
  • Information Architects and Predictive Analytics Experts
  • Big Data Experts
  • Big Data Statisticians

Top companies that hire Data Scientists are:

  • Google
  • Amazon
  • Aon
  • Intel
  • Accenture
  • Oath
  • MSD
  • Fidelity Investments

On average, a Data Scientist earns around ₹1,000,000/year, which is almost 20 percent more than the national average. One of the top five skills that pay the most in the domain includes

  • Machine Learning – ₹1,050,000/year
  • Python – ₹980,000/year
  • R – ₹985,000/year
  • Data Analysis – ₹983,000/year
  • Statistical Analysis – ₹1,100,000/year

Some of the top employers hiring professionals in this domain are Mu Sigma, Amazon, EY, IBM, Accenture, Flipkart, Robert Bosch, etc. Also, the city, often called the Silicon Valley of India, is home to thousands of startups that are actively looking for certified professionals.

According to Glassdoor, the average income of a Data Scientist in Durban is ₹10 Lakhs per year.

In this course, we have included real-world industry-based projects, which help you gain hands-on experience in the field and prepare you for challenging roles.

Industry Project Name Objective
BFSI Fraud Detection in Banking System Deploying Data Science to detect fraudulent activities and take remedial actions
Entertainment Movie Recommendation Engine Building a movie recommendation engine, based on user interests
E-commerce Making Sense of Customer Buying Patterns Deploying target selling to customers
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Career Transition

55% Average Salary Hike

$1,20,000 The Highest Salary

12000+ Career Transitions

500+ Hiring Partners

Career Transition Handbook

*Past record is no guarantee of future job prospects

Meet the Data Science Training Mentors

What role does a Data Scientist play?

Data Scientist

Design and implement scalable applications using AI & ML algorithms.

Data Analyst

Develop application for fixing data quality issues and get data insights.

AI & ML Engineer

Build LLM to build innovative applications for the future.

Data Engineer

Perform design, build and maintain the infrastructure to handle large volume of data and large-scale applications

Junior Data Scientist

Works on Data Analysis, Model building and data cleansing. Uncover data insights & solve business problems

Applied Scientist

Develop and deploy machine learning solutions to solve real world problems.

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28+ Skills Covered under this Data Scientist Course

Python Programming

SQL

Story Telling

Inferential Statistics

Machine Learning

Mathematical Modelling

Descriptive Statistics

Data Analysis

Generative AI

Prompt Engineering

ChatGPT

Artificial Intelligence

Large Learning Models

Supervised Learning

Unsupervised Learning

MLOps

Data Visualization

Conversational AI

Ensemble Learning

Exploratory Data Analysis

Data Science

Big Data

Data Mining

Statistical Learning

Research Methods

Hypothesis Testing

Statistical Analysis

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Tools Covered

pyspark 1 python 2 jupyter 3 Scipy 2 numpy 2 pandas matplotlib tensorflow 1 SQL 1 Power BI excel 1 git
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Data Science Course Fees in Durban

Online Classroom Preferred

  • Live Classes from IIT Faculty & Industry Experts
  • Earn data science certification from iHub IIT Roorkee,& Microsoft
  • Work on Industry Oriented Projects
  • Elevate your career with our placement support
Weekend (Sat-Sun)

23 Nov 2024 10:00 AM - 01:00 PM
Weekend (Sat-Sun)

24 Nov 2024 08:00 PM - 11:00 PM
Weekday (Tue-Fri)

26 Nov 2024 07:00 AM - 09:00 AM
$1,492 10% OFF Expires in

Corporate Training

  • Customized Learning
  • Enterprise Grade Learning Management System (LMS)
  • 24x7 Support
  • Enterprise Grade Reporting

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Data Scientist Training Curriculum

Live Course Self-Paced Industry Expert Academic Faculty

Preparatory Session - Linux and Python

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Python

  • Learn the basics of Python, along with how to use them in IDEs
  • Deep dive into the fundamentals of OOPS concepts like Classes, Objects, Inheritance, etc.

Linux

  • Get started with the fundamentals of Linux
  • Learn the Linux Architecture, along with commonly used commands in Linux
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  • Understand the basics of SQL, such as creating tables, updating tables, etc.
  • Deep dive into SQL joins and learn about Left join, Right join, etc.
  • Know why SQL functions are needed and how to use them, along with using subqueries in SQL.
  • Learn SQL Nested Queries and understand User Defined Functions in SQL.
  • Learn how to do SQL Optimization and improve the performance of SQL queries.
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  • Understand how to use Python for Data Science and the importance of Python APIs. Learn how to create APIs with Python.
  • Deep-dive into the nitty-gritty of Data Manipulation and Data Handling in Python using NumPy and Pandas.
  • Know the importance of Data Preprocessing and Visualization and their Python implementation.
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  • Re-visit Linear Algebra and Advanced Statistics for machine learning.
  • Deep-dive into Descriptive Statistics, Inferential Statistics, and Probability.
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  • Introduction to machine learning, why it is essential, and how it works.
  • Understand regression, classification, and clustering algorithms. Also, learn when to use which algorithm.
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  • Understand what linear and logistic regression is and the difference between them.
  • Learn and implement Decision Tree and Random Forest algorithms, and understand when to use decision tree vs random forest.
  • Acquire hands-on skills in Support Vector Machine and Gradient Descent.
  • Learn what K-Nearest Neighbors and Time Series Forecasting is.
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  • Master the fundamentals of K-means clustering along with Dimensionality reduction. Learn linear discriminant analysis and principal component analysis.
  • Understand the importance and usage of Performance Metrics and Classification Reports.
  • Learn how to evaluate machine learning models using the Confusion matrix.
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  • Learn the basics of Artificial Intelligence and Deep Learning. Get a deeper understanding of neural networks and their different types.
  • Understand the internal workings of Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN), along with various real-time scenarios.
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  • Explore the fundamentals of LSTM and its advantages over RNN. Learn to make them suitable for complex time series data analysis and sequence-based tasks.
  • Deep-dive into the mechanics of Transformer architecture, learn how they have improved traditional NLP techniques, and why they are better at understanding context.
  • Learn what BERT is and how it can understand the deep contextual meaning of sentences. Learn its application in text classification, sentiment analysis, and question answering.
  • Understand GPT models and the importance of autoregressive learning. Learn how GPT models are trained on vast datasets and how to fine-tune them for different creative applications.
  • Learn the evolution of large language models (LLMs) and their architecture, to perform complex language understanding and generation tasks.
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  • Use ETL processes to make data usable, along with data manipulation and visualization techniques to gather insights and pre-process data.
  • Understand how to do Feature Engineering to enhance the performance of machine learning models. Learn to select the right supervised or unsupervised algorithm for varied use cases and problems.
  • Learn how to evaluate and monitor machine learning models.
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  • Recommendation Engine: Learn how to create recommendation engines using collaboration filtering and content-based methods. Then, render personalized recommendations using datasets from E-Commerce platforms and video streaming services.
  • Rating Predictions: Learn how to predict user ratings using machine learning models on various datasets such as movie ratings, product reviews, and customer satisfaction analysis.
  • Census: Analyse and interpret Census data using various machine-learning techniques. Learn to find patterns using multiple criteria, such as demographics, age, etc.
  • House Price Prediction: Learn to build a machine learning model in this certification course that can predict house prices by being trained on historical house prices.
  • Object Detection: Understand the fundamentals of object detection. Learn how to detect objects in images and videos.
  • Stock Market Analysis: Learn to analyze stock market data using time series analysis and learn how to build predictive models for stock prices and market trends.
  • Banking Problem: Learn to solve real-world banking problems using machine learning models. Work on problems such as fraud detection, credit risk assessment, and improved decision-making.
  • AI Chatbot: Work on creating powerful chatbots powered by AI. Learn how to design a conversational AI using Natural Language techniques.
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  • Learn to create compelling resumes and strategies for making your resume ATS compliant.
  • Understand how to create a job search strategy and align your LinkedIn with target job roles.
  • Take Mock Interviews with real-time hiring managers along with actionable feedback on how you can perform better.
  • Get access to our network of 3,100+ hiring partners and early access to applying for open job roles at these companies.
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Electives

  • Learn the basics of PowerBI, Data Modelling, and DAX. Then, implement Time Intelligence Functions and learn the advanced features of DAX.
  • Understand the use of Slicers, filters, and Drill-down Reports. Learn features such as Power BI Query, Q&A, and Data Insights.
  • Deep dive into Power BI Settings, Administration, and Direct Connectivity
  • Learn how to integrate PowerBI features into custom applications using the Embedded Power BI API. Then, explore the features of Power BI Mobile for accessing reports and dashboards.
  • Understand the advanced concepts of Power BI functionalities such as complex data modeling, DAX formulas, and report optimization.
  • Learn Power BI Premium and the extra features it offers.
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  • Learn the fundamentals of MLOps and the lifecycle of developing and deploying Machine Learning Models.
  • Get started with Azure machine learning service. Deploy your first machine learning model on Azure Machine Learning.
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  • Learn the importance of version control and the different types of tools that can help with version control.
  • Get introduced to Git and it’s lifecycle. Learn the standard Git commands.
  • Understand the concept of branching in git, why it is used, and how to create and use branches in git.
  • Connect your local git repository to GitHub, and learn how to authenticate to GitHub using SSH and HTTP.
  • Learn how to merge branches and how to resolve Merge Conflicts.
  • Understand how to work with big development teams and cross-team using Git workflows.
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  • Learn the fundamentals of Excel along with data analytics for Excel.
  • Understand the art of visualization using Excel properties along with Excel Power Tools.
  • Know how to solve classification and regression problems in Excel along with when and why to use them.
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Data Science Course Projects

Career Services

Career Services
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Placement Assistance
job portal
Exclusive access to Intellipaat Job portal
Mock Interview Preparation
One-on-One Career Mentoring Sessions
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Career Oriented Sessions
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Resume & LinkedIn Profile Building
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Data Science Certification

Advanced Certification in Data Science and AI Click to Zoom

The Data Science courses offered aim to upskill millions of students and professionals in trending technologies through a blend of theoretical and hands-on knowledge and are taught by leading academicians.

Key achievements of IIT Roorkee:

Data Scientist Course Reviews

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Data Science Training in Durban FAQs

Why should I learn Data Science in Durban from Intellipaat?

Intellipaat offers exclusive Data Science courses in Durban for professionals who want to expand their knowledge base and start a career in this field. There are many reasons for choosing Intellipaat:

  • A personal mentor to track your progress
  • Immersive online instructor-led sessions conducted by SMEs
  • Extensive LMS, allowing you to view recorded sessions within 3 hours
  • Real-time exercises, assignments, and projects
  • 24/7 learning support
  • Large community of like-minded learners
  • Industry-recognized Intellipaat badge
  • Personalized job support

This online course comprises all the topics that are required and significant to learn so that you can master this technology. This Data Science course comprises both basic and advanced-level concepts involved in this technology so that you can learn them and master the skills to pursue a career in this domain. Moreover, the trainers of this course are experts in the domain who spend time and effort to teach you all the concepts in detail.

Intellipaat is the leading course provider in Durban. Our e-learning institute provides top courses in Data Analytics, Artificial Intelligence, Machine Learning, R programming language, Python Certification Training, Python for Data Science, Business Analytics, and others to help you gain full control of your Data Science career path.

This online training is curated by top Data Scientists from India and the United States. These SMEs have designed the course in such a manner that even if you are from a non-technical background and have almost zero knowledge of this domain, you can still learn and adapt all concepts easily. Also, we provide practical experience through real-time projects that allow even freshers to easily grasp the concepts.

To learn Data Science for free, you need to look at the blogs and YouTube videos published by Intellipaat. Read the top-recommended blogs on their Interview Questions, Tutorial, and everything about Data Science.

If you wish to enroll in our Data Scientist training in Durban, then you need to first make a choice between online instructor-led training and self-paced training. Once you do that, you can make the payment using any major credit card, debit card, or EMI option.

Our Data Science professionals at Intellipaat provide answers to all of your questions regarding career options and the potential for advancement in this field during the career mentoring session.

Intellipaat selects subject matter experts from top MNCs, who have at least 8 to 12 years of experience in the domain, as instructors. They are qualified Data Science instructors and are selected after going through our rigorous selection process and proving their capabilities.

Intellipaat’s teaching assistants are SMEs whose main aim is to make you a certified professional in the respective domain. The trainers conduct interactive video lectures to teach the latest technologies and enrich your experience with various industry-based projects. The teaching assistance provided by Intellipaat is only available during regular hours.

Learning requires a lot of different aspects of modern technologies, like artificial intelligence, deep learning, and machine learning, among others, therefore it may be challenging. That being said, industry professionals with extensive experience in the sector as well as teachers from IIT Roorkee are providing this online course in data science. With the use of numerous examples from everyday life, they clarify each topic, making it easier to understand overall.

Intellipaat provides various group offers and discounts for its online training as per the size and type of the particular group. If you wish to avail of the discount, you need to get in touch with our course advisors who will explain to you all the details regarding it.

Geographical restrictions do not apply to Intellipaat courses. You can access our online course from the comfort of your home or place of business, regardless of where in Durban you are.

At Intellipaat, you can enroll in either the instructor-led online training or self-paced training. Apart from this, Intellipaat also offers corporate training for organizations to upskill their workforce. All trainers at Intellipaat have 12+ years of relevant industry experience, and they have been actively working as consultants in the same domain, which has made them subject matter experts. Go through the sample videos to check the quality of our trainers.

By just paying the additional fee, you can easily transition from self-paced to online instructor-led instruction. You can enroll in the very next batch, which you will be informed of in the coming weeks.

Intellipaat offers you the most updated, relevant, and high-value real-world projects as part of the training program. This way, you can implement the learning that you have acquired in a real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning, and practical knowledge, making you completely industry-ready.

You will work on highly exciting projects in the domains of high technology, e-commerce, marketing, sales, networking, banking, insurance, etc. After completing the projects successfully, your skills will be equal to 6 months of rigorous industry experience.

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