MATLAB for Data Analytics and Machine Learning Beginner
MATLAB for Data Analytics and Machine Learning equips data scientists and engineers with practical skills to extract insights from complex datasets using Statistics and Machine Learning Toolbox. It solves the critical challenge of transforming raw, noisy data into accurate predictive models, a need highlighted by 30% month-over-month growth in AI engineering roles. The course covers data preprocessing, clustering, classification, and ensemble methods, enabling professionals to deliver data-driven solutions efficiently.
This course prepares learners for the MathWorks Certified MATLAB Professional certification, validating advanced expertise in machine learning workflows. Koenig’s 30-day lab access ensures hands-on mastery of model evaluation and hyperparameter tuning. Graduates gain a recognized credential to accelerate careers in high-demand AI and data science roles.
Training Formats & Pricing
100% Happiness Guarantee · Free Rescheduling · Secure Payment
Course Overview
MATLAB for Data Analytics and Machine Learning by Open Source is a specialized training program designed for data scientists, machine learning engineers, and systems engineers seeking to leverage MATLAB’s powerful analytics capabilities. While no formal certification exam is currently associated with this course, it aligns closely with industry practices validated by MathWorks, the developer of MATLAB. With MATLAB appearing in over 1,400 job postings in 2026, including roles in aerospace, finance, and biotechnology, this course meets growing demand for professionals skilled in predictive modeling, clustering, and classification techniques. Participants gain proficiency in applying MATLAB to real-world data challenges across engineering and scientific domains.
The course covers essential tools including MATLAB’s Statistics and Machine Learning Toolbox, Deep Learning Toolbox, and Classification Learner app, enabling students to perform exploratory data analysis, build regression models, and train neural networks. Hands-on labs are conducted within the MATLAB desktop environment, where learners configure and validate machine learning models using real datasets such as MNIST for image classification. Students engage in a capstone project involving the full machine learning workflow—from data import and preprocessing to model training, evaluation, and deployment—using techniques like cross-validation, hyperparameter tuning, and ensemble learning to solve practical problems in predictive analytics.
Graduates of MATLAB for Data Analytics and Machine Learning are well-prepared for roles requiring advanced data modeling, with certified professionals seeing career advancement opportunities in high-growth sectors like AI and automation. According to industry data, MATLAB-skilled engineers command competitive salaries, with systems engineers earning median compensation well above industry benchmarks. Koenig Solutions enhances learning outcomes with 1-on-1 training and a Guaranteed-to-Run schedule, ensuring consistent access to official courseware and hands-on labs. Completing this program positions learners to drive data-informed innovation and assume leadership roles in data science and machine learning initiatives.
What You'll Learn
Skills You'll Gain
Prerequisites
- Proficiency in MATLAB R2022b or later, including script development and function definition as documented at https://www.mathworks.com/help/matlab/getting-started-with-matlab.html
- Familiarity with MATLAB table data types and categorical arrays for data preprocessing as outlined in https://www.mathworks.com/help/matlab/import_data/working-with-tables.html
- Foundational knowledge of linear algebra and matrix operations, specifically matrix multiplication and decomposition techniques
- Understanding of core statistical concepts including probability distributions and hypothesis testing
- Working knowledge of the Statistics and Machine Learning Toolbox functions for model training and validation as referenced in https://www.mathworks.com/help/stats/index.html
- Completion of the MATLAB Onramp training module available at https://matlabacademy.mathworks.com/details/matlab-onramp/gettingstarted
Certification Exam
Everything you need to know about the MATLAB for Data Analytics and Machine Learning certification exam
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Career Outcomes
of MATLAB for Data Analytics and Machine Learning certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the MATLAB for Data Analytics and Machine Learning certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- Data Scientist
- Machine Learning Engineer
- Data Analyst
- Quantitative Analyst
- Research Scientist
- Analytics Engineer
Companies Hiring
and 5,000+ organizations worldwide seeking MATLAB for Data Analytics and Machine Learning certified professionals
Course Student Reviews
Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.
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“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
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“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified -
★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified -
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
-
★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified -
★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified
-
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified -
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified
-
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
Resources
Learn more about MATLAB for Data Analytics and Machine Learning before you enroll
Understanding the Role of MATLAB in Signal and Image Analysis
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Read ArticleHappiness Guarantee
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