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Introduction to Artificial Intelligence and Machine Learning (AI and ML) Certification Guide: Syllabus, Eligibility, Exam & Cost

Introduction to Artificial Intelligence and Machine Learning (AI and ML) training at Simplilead: live, instructor-led data science certification with hands-on practice, expert trainers and real-world application.

What is the Introduction to Artificial Intelligence and Machine Learning (AI and ML) course?

Advance your career in data science and analytics with the Introduction to Artificial Intelligence and Machine Learninge Learning (AI and ML) course at Simplilead. This hands-on, instructor-led program turns Introduction to Artificial Intelligence and Machine Learninge Learning from an idea into a capability you can use — with real scenarios, expert guidance and a credential that proves it.

What is Introduction to Artificial Intelligence and Machine Learninge Learning 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 AI and ML 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 Introduction to Artificial Intelligence and Machine Learninge Learning 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 Introduction to Artificial Intelligence and Machine Learninge Learning (AI and ML) 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 Introduction to Artificial Intelligence and Machine Learninge Learning 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 AI and ML 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 1 day of live, instructor-led training. The certification exam fee is included in the course price.

Who should take the Introduction to Artificial Intelligence and Machine Learning (AI and ML) course?

Introduction to Artificial Intelligence and Machine Learning (AI and ML) 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 Introduction to Artificial Intelligence and Machine Learning (AI and ML)?

  • Basic understanding of the domain

Live instructor-led training

Introduction to Artificial Intelligence and Machine Learning (AI and ML)

1 Day | Live ClassesExam fee included

What will you learn in the Introduction to Artificial Intelligence and Machine Learning (AI and ML) 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 Introduction to Artificial Intelligence and Machine Learning (AI and ML) syllabus?

The curriculum is delivered over 1 day 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 Introduction to Artificial Intelligence and Machine Learning (AI and ML) course?

Introduction to Artificial Intelligence and Machine Learning (AI and ML) 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 Introduction to Artificial Intelligence and Machine Learning (AI and ML) course cost?

Introduction to Artificial Intelligence and Machine Learning (AI and ML) training with SimpliLEAD costs ₹24,999 (US$995), inclusive of the certification exam fee. Pricing covers 1 day 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 Introduction to Artificial Intelligence and Machine Learning (AI and ML) training delivered?

The Introduction to Artificial Intelligence and Machine Learning (AI and ML) certification training is delivered as live, instructor-led online classes over 1 day, 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 Introduction to Artificial Intelligence and Machine Learning (AI and ML) batches are available, and corporate/in-house delivery can be arranged.

Can I take the Introduction to Artificial Intelligence and Machine Learning (AI and ML) course online?

Yes. The Introduction to Artificial Intelligence and Machine Learning (AI and ML) 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 Introduction to Artificial Intelligence and Machine Learning (AI and ML) certification.

Who should attend the Introduction to Artificial Intelligence and Machine Learning (AI and ML) course?

The Introduction to Artificial Intelligence and Machine Learning (AI and ML) training course is ideal for Professionals seeking certification, Career switchers, and Team leads.

What are the prerequisites for the Introduction to Artificial Intelligence and Machine Learning (AI and ML) certification?

You should have basic understanding of the domain. Beyond that, there are no formal prerequisites for the Introduction to Artificial Intelligence and Machine Learning (AI and ML) training — our trainers take you from fundamentals to applied skills.

Is this course hands-on?

Yes. It's built around practical exercises — you work with real AI tools, prompts, and workflows rather than only theory, and leave with artifacts you can reuse at work.

Do I need to know how to code?

No. The course focuses on applying AI tools and techniques effectively; no programming background is required.

What do I get on completion?

You receive a Simplilead certificate of completion and a set of practical templates, prompts, and reference material to apply immediately in your role.

Will the skills stay relevant as tools change?

Yes. We teach durable patterns — how to direct AI systems, evaluate output, and design workflows — so the skills transfer across whichever models and tools your team adopts.

Do you offer group or corporate training for Introduction to Artificial Intelligence and Machine Learning (AI and ML)?

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

Introduction to Artificial Intelligence and Machine Learning (AI and ML)

1 Day | Live ClassesExam fee included

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