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Advanced Matlab Machine Learning

Accelerate your Career

Master advanced machine learning in MATLAB—covering algorithms, data modeling, deep learning, and deployment for real-world solutions.

4 Modules
with Certifications
7:11 Hours
of Recorded Content
5.0 Ratings
by 756 Learners
English
Language
Paid Course
Get this Course @ ₹4,999
756 enrolled in this course

Advanced Matlab Machine Learning

The Advanced MATLAB Machine Learning course is designed for learners who want to deepen their expertise in machine learning while leveraging MATLAB’s powerful computational environment. It provides a structured pathway from fundamental concepts to advanced applications, ensuring participants gain both theoretical knowledge and practical skills. The program emphasizes not only algorithmic understanding but also real‑world deployment, making it ideal for engineers, researchers, and data scientists.
MASTERING THE DATA SCIENCE LIFECYCLE

Comprehensive Syllabus Outline

A comprehensive curriculum designed to take you from beginner to professional.

M1

Module 1 – Machine Learning Fundamentals in MATLAB

Introduction to Machine Learning – MATLAB I
Introduction to Machine Learning – MATLAB-II
Introduction to Machine Learning – MATLAB -III
Linear Regression Algorithm
Logistic Regression
Decision Tree Algorithm
Classification Regression

M2

🔹 Module 2 – Regression & Classification Techniques

Regression and data handling
Naïve Bayes Algorithm
KNN Algorithm
KNN Algorithm -II
K-Means
Random Forest Algorithm
Comprehensive ML workflow

M3

🔹 Module 3 – Ensemble Learning & Optimization

Model validation and testing
Robust Boost Regression
Part 2 – Robust Boost Regression
Predictions Using RUSBOOST
Predictions Using RUSBOOTS-II
Prediction Using  LSBoost -I
Prediction Using  LSBoost -II
Evaluation Of Key Points Descriptors-I
Evaluation Of Key Points Descriptors-II

M4

🔹 Module 4 – Applied Projects & AI Integration

DNA Fragmentation pattern and Application
DNA Fragmentation pattern and Application -II
Deep Learning
Part 1 - Text‑to‑Speech conversion and AI integration
Part 2 – Text‑to‑Speech conversion and AI integration

Capstone Project

MATLAB ML & AI Prediction Projects

Build supervised, unsupervised and ensemble models in MATLAB, validate them properly, and apply them to DNA fragmentation analysis and AI-powered text-to-speech.

PROJECT

DNA fragmentation pattern analysis.

Analyse fragmentation patterns with machine learning in MATLAB.

PROJECT

Text-to-speech conversion with AI integration.

Turn written text into natural speech in MATLAB.

CONCEPT

Ensemble learning with RUSBoost, LSBoost and RobustBoost.

Combine models for stronger, more balanced predictions.

CONCEPT

Regression, classification and clustering algorithms.

Apply linear and logistic regression, trees, Naive Bayes, KNN and K-Means.

CORE TOOLING MASTERY

Tech Stack

Master the primary professional software development packages and workflow tools.

MATLAB
Statistics and Machine Learning Toolbox
Deep Learning Toolbox
Classification Learner App
Regression Learner App
Career Impact

After this Course, You will be Able to

Observe the real-world utility outcomes you gain after program completion.

Explain machine learning concepts and workflows in MATLAB.
Apply linear regression, logistic regression and decision trees.
Use Naive Bayes, KNN, K-Means and random forests.
Validate and test models with a complete ML workflow.
Make predictions with RobustBoost, RUSBoost and LSBoost ensembles.
Evaluate keypoint descriptors and build DNA fragmentation and text-to-speech projects.

Course Stats

₹12.35 LPA

Average Salary

₹42 LPA

Highest Salary

135%

Salary Hike

7+ Companies

Hiring Partners

Key Features

Mentorship

Receive guidance and insights from industry experts

Hands-on Experience

Gain practical skills in a real-world cutting-edge projects.

Networking

Connect with professionals and peers in your field

Skill Development

Enhance your technical and soft skills

Career Advancement

Boost your resume with valuable experience

Dual Certificate

Get a certification to showcase your achievements
DIGITAL VERIFIABLE CREDENTIAL

Let Your Certificates Speak For You

Our certification formally validates your skill set in recruiter searches with unique QR code verification and LinkedIn-ready structures.

Unique Credential ID & QR Code
Recruiters can scan to instantly verify your project files, source repository, and official completion marks.

Linkedin Certified Recognition
Easily push to your Linkedin profile with 1-click credential linking to increase high-end corporate recruiter views.

Certificate Sample
Status
Verified

Where Our Learners Work

Our alumni are driving innovation at the world's most prestigious technology companies.

Flipkart
Freshworks
Juspay
Chargebee
Zoho
PayPal
PREMIER PLATFORM EXPERIENCE

Why Pantech?

An expert-crafted learning infrastructure built for technical fluency.

Industrial Expert Mentors

Direct guidance and weekly doubt clearing sessions hosted by hardware, embedded, and software engineering veterans.

24/7 Interactive Support

Ask coding doubts anytime on our student community workspace and receive instant assistance.

Self-Paced Learning Engine

Access lifetime recorded modules with adaptive pacing to balance academics and professional work.

Career Guidance Support

Exclusive resume review, mock interviews, and placement assistance from industry experts.

We are Accredited by

Our Awards & Achievements
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What Our Students Say

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HAVE QUESTIONS?

Frequently Asked Questions

Find instant answers to all common questions about our technical certificate courses.

Do I get lifetime access to the course content?

Yes, once enrolled, you have complete lifetime access to all learning materials, recorded videos, and resources.

Will I receive a certificate upon completion?

Absolutely. A globally recognized, industry-vetted digital certificate is provided upon successful completion of the curriculum.

Is there a refund policy?

Yes, we offer a 7-day money-back guarantee if you are not satisfied with the course content or delivery format.

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