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Data Science Certification Guide: Syllabus, Eligibility, Exam & Cost

Data Science training at Simplilead: live, instructor-led data science certification with hands-on practice, expert trainers and real-world application.

What is the Data Science course?

The Data Science training at Simplilead is built for professionals who want practical, job-ready skills in data science and analytics, not theory alone. Through live, instructor-led sessions you apply every concept as you learn it and leave ready to put Data Science to work immediately.

What is Data Science training about?

This course gives you a clear, structured path through how to work with data end to end — from cleaning and exploration to modelling and communicating insight. You will learn the underlying principles, when and why to apply them, and how to avoid the mistakes teams make in practice. Sessions are interactive and discussion-led, so you build understanding you can defend on the job — not just exam recall.

Key highlights of the Data Science course

  • Live, instructor-led training delivered by experienced practitioners
  • Hands-on activities, real-world examples and case discussions in every session
  • Practical focus on applying Data Science in your own role and organisation
  • Downloadable course materials and reference guides to keep
  • Small-group format with room for your specific questions
  • Certificate of participation from Simplilead, plus guidance toward certification

Skills you will gain

The Data Science program is built around the capabilities that matter in data science and analytics:

  • Collecting, cleaning and preparing real-world data
  • Exploratory analysis and statistical reasoning
  • Building and evaluating machine-learning models
  • Working with modern data tooling and libraries
  • Turning analysis into clear, decision-ready insight
  • Communicating findings to non-technical stakeholders

Who should attend?

This Data Science course is ideal for analysts, engineers, developers and professionals moving into data-driven roles. There are no rigid prerequisites — just an interest in doing the work well and a willingness to take part in the hands-on sessions.

Why train with Simplilead?

We focus on outcomes, not slideware. Expert trainers, practice-led sessions and ongoing learner support mean you finish the Data Science training able to solve real problems with data and communicate the results with impact — with a credential that signals real capability to employers.

The programme runs for 2 days of live, instructor-led training. The certification exam fee is included in the course price.

Who should take the Data Science course?

Data Science training is designed for professionals who want to apply it in their current or next role, including:

  • Professionals seeking certification
  • Career switchers
  • Team leads

What are the prerequisites for Data Science?

  • Basic understanding of the domain

Live instructor-led training

Data Science

2 Days | Live ClassesExam fee included

What will you learn in the Data Science course?

By the end of the training you will be able to:

  • Master core concepts
  • Real-world application
  • Pass the certification exam

What is the Data Science syllabus?

The curriculum is delivered over 2 days and covers 6 modules:

  1. Module 1: Data Science Foundations

    • The data science workflow
    • Roles and tools of the trade
    • Types of data and problems
    • Setting up your environment
  2. Module 2: Data Wrangling & Exploration

    • Collecting and cleaning data
    • Handling missing and messy data
    • Exploratory data analysis
    • Data visualisation
  3. Module 3: Statistics & Probability

    • Descriptive statistics
    • Probability and distributions
    • Hypothesis testing
    • Correlation and inference
  4. Module 4: Machine Learning

    • Supervised vs unsupervised learning
    • Regression and classification
    • Clustering and dimensionality reduction
    • Feature engineering
  5. Module 5: Evaluation & Deployment

    • Model evaluation metrics
    • Avoiding overfitting
    • Putting models into production
    • Monitoring and iteration
  6. Module 6: Communicating Insights

    • Telling a story with data
    • Building dashboards
    • Presenting to non-technical audiences
    • Driving decisions with data

How do you get certified after the Data Science course?

Data Science is assessed through the course itself: complete the live sessions and the included assessment to earn your certificate. There is no separate third-party exam to book.

How much does the Data Science course cost?

Data Science training with SimpliLEAD costs ₹24,999 (US$995), inclusive of the certification exam fee. Pricing covers 2 days of live training, courseware and post-class support. Check the course page for current schedules, offers and local-currency pricing.

Frequently asked questions

How is the Data Science training delivered?

The Data Science certification training is delivered as live, instructor-led online classes over 2 days, in small interactive batches with hands-on exercises and real-world examples. You also get session recordings, courseware, and post-class support. Weekday and weekend Data Science batches are available, and corporate/in-house delivery can be arranged.

Can I take the Data Science course online?

Yes. The Data Science certification training is available as live online classes you can join from anywhere, alongside classroom batches in select locations. Both formats cover the same syllabus and prepare you for the Data Science certification.

Who should attend the Data Science course?

The Data Science training course is ideal for Professionals seeking certification, Career switchers, and Team leads.

What are the prerequisites for the Data Science certification?

You should have basic understanding of the domain. Beyond that, there are no formal prerequisites for the Data Science training — our trainers take you from fundamentals to applied skills.

Is this a hands-on, practical course?

Yes. You build working examples throughout with guided coding exercises and a project, so you leave able to apply the skills on real work, not just recall concepts.

Do I need a technical background?

Basic programming familiarity helps for the technical modules, but the trainer covers the fundamentals first and builds up to advanced topics, so motivated beginners can keep pace.

What do I receive on completion?

You receive a Simplilead certificate of completion plus the exercise code and reference material to keep building on after the course.

Do you offer support after the sessions?

Yes. You get access to session recordings and post-class support to help you apply what you learned and clear any doubts.

Do you offer group or corporate training for Data Science?

Yes. We run private cohorts for teams with tailored scheduling, and offer group discounts for three or more participants. Contact us for a corporate/in-house quote.

What is your rescheduling and refund policy?

You can reschedule to a later batch at no extra cost with advance notice. Refunds are handled per our published cancellation policy — reach out to support and we'll help you switch dates or process a refund.

Live instructor-led training

Data Science

2 Days | Live ClassesExam fee included

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