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Deep Learning with MATLAB Intermediate

The Deep Learning with MATLAB course equips engineers, scientists, and researchers with practical skills to design, train, and evaluate deep neural networks for real-world applications. It solves the critical pain point of implementing AI without requiring deep learning expertise, enabling professionals to rapidly deploy models using MATLAB’s GPU-accelerated tools. With 90% of Fortune 500 companies using AI in some capacity, this training meets surging demand for applied deep learning proficiency.

This course prepares learners for advanced deep learning implementation and enhances career readiness in AI-driven roles. Backed by Koenig Solutions’ Guaranteed-to-Run scheduling and official MATLAB courseware, it ensures reliable access to expert-led instruction. Participants gain hands-on experience that translates directly to innovation in industries leveraging AI at scale.

16 Hours (2 Days)
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Course Overview

Deep Learning with MATLAB by MATLAB is a two-day instructor-led course designed for engineers, scientists, and researchers seeking to apply deep learning techniques to real-world problems without requiring prior expertise in the field. While there is no formal certification exam tied directly to the course, it aligns with practical skills recognized in roles such as Machine Learning Engineer, Data Scientist, and Computer Vision Specialist. The course is endorsed by NVIDIA’s Deep Learning Institute, reflecting industry demand—over 70% of AI practitioners in engineering and scientific domains now use MATLAB for rapid prototyping and deployment. Participants gain hands-on experience in building, training, and evaluating deep neural networks using MATLAB’s intuitive environment.

The course covers key technologies including Convolutional Neural Networks (CNNs), Long Short-Term Memory (LSTM) networks, Transfer Learning, Deep Network Designer, and MATLAB’s GPU-accelerated training workflows. Hands-on labs are conducted in the MATLAB environment, leveraging NVIDIA GPUs via cloud-based resources to accelerate training, eliminating the need for local hardware. Students work through real-world scenarios such as image classification, sequence forecasting, and semantic segmentation, culminating in a project where they fine-tune pretrained networks like GoogLeNet for custom image regression tasks. These labs emphasize practical implementation, including data preprocessing with image datastores and performance optimization using training progress plots and augmented datastores.

Deep Learning with MATLAB prepares professionals for AI-driven roles in industries ranging from autonomous systems to medical imaging, where demand for MATLAB-based deep learning skills continues to grow. Graduates are equipped to pursue advanced projects or roles with average salaries ranging from $95,000 to $130,000 in the U.S., depending on specialization and experience. Koenig Solutions enhances this learning path with Guaranteed-to-Run scheduling, official MathWorks courseware, and access to expert instructors for 1-on-1 support, ensuring mastery of complex concepts. Upon completion, learners are positioned to lead AI initiatives, deploy scalable deep learning models, and drive innovation in data-intensive applications.

What You'll Learn

Import image and sequence data efficiently with MATLAB's Deep Learning Toolbox
Design convolutional neural networks in MATLAB for advanced image recognition tasks
Implement transfer learning with MATLAB networks to accelerate model development
Train deep neural networks using MATLAB's optimized tools for faster results
Evaluate network performance accurately in MATLAB to ensure reliable AI models
Perform sequence forecasting with MATLAB LSTM networks for time-series analysis

Skills You'll Gain

MATLAB Deep Learning Convolutional Neural Networks LSTM Networks Image Classification Sequence Classification Transfer Learning Semantic Segmentation Image Regression Sequence Forecasting Neural Network Training Training Options Pretrained Networks Feature Extraction Data Augmentation Directed Acyclic Graphs Activation Visualization Deep Network Designer
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Certification Exam

Everything you need to know about the Deep Learning with MATLAB certification exam

Exam Details
Exam Name
Deep Learning with MATLAB
Exam Cost
Not applicable
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Not applicable
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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Mastering Transfer Learning with MATLAB
Utilizing pretrained networks with trainNetwork Managing data using imageDatastore Implementing transfer learning Performing network evaluation using analyzeNetwork Analyzing layer activations Extracting features for ML Training custom neural networks Deep learning architecture design Optimizing convolution filters with GPU acceleration
2
Day 2– Advanced Network Architectures and Training
Hyperparameter tuning using Bayesian Optimization Monitoring training progress with trainingOptions Validating model accuracy Configuring training options for Parallel Computing Toolbox Building complex acyclic graphs using layerGraph Using augmentedImageDatastore for data augmentation Applying regression transfer learning
3
Day 3– Sequence Data and Semantic Segmentation
Executing semantic segmentation workflows Deploying LSTM networks for sequence data Automating sequence classification Refining sequence preprocessing techniques Mastering sequence forecasting

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Hands-On Lab

Live Lab Sandbox

Real Environment

Practice in a real lab environment with full access to the tools and services covered in the course.

30+ Guided Labs

30+

Step-by-step lab exercises designed to reinforce each module with practical, hands-on tasks.

Lab Manual Included

Full Guide

Comprehensive lab guide with detailed instructions, screenshots, and troubleshooting tips.

Post-Training Access

30 Days

30 days of extended lab access after your training ends so you can continue practicing.

Career Outcomes

88%

of Deep Learning with MATLAB certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Deep Learning with MATLAB certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Deep Learning Engineer
  • Computer Vision Engineer
  • AI Research Scientist
  • Machine Learning Developer
  • Embedded AI Engineer
  • Applied AI Engineer

Companies Hiring

5,000+
MathWorks NVIDIA Intel Lockheed Martin General Motors Siemens Northrop Grumman Deloitte IBM Medtronic

and 5,000+ organizations worldwide seeking Deep Learning with MATLAB certified professionals

Real Transformations

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.”

    Rahul M.

    Rahul M.

    Azure Administrator

    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.”

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  • ★★★★★

    “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.”

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    Business Intelligence Lead

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  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

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  • ★★★★★

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  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

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    SC-300 Certified ✓ Verified
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    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

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    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

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    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    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.”

    Rahul M.

    Rahul M.

    Azure Administrator

    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.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    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.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    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.”

    Rahul M.

    Rahul M.

    Azure Administrator

    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.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    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.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    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.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    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.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    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.”

    Aisha N.

    Aisha N.

    Security Analyst

    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.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    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.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    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.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    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.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    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.”

    David L.

    David L.

    AI Engineer

    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.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
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