Corporate Machine Learning with MATLAB Training Course

Edstellar's instructor-led Machine Learning with MATLAB training course offers personalized guidance to professionals for mastering machine learning techniques using MATLAB. This approach fosters professionals skills in data analysis, predictive modeling, and algorithm implementation, enhancing their contribution to the teams.

Duration

16 - 24 hrs

Delivery Type

Instructor-led Group Training
(Virtual / On-site / Off-site)

Training Available in

10 Languages

Multiple Locations

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About Learning Outcomes Key Benefits Course Outline Target Audience Training Modes Certificate Trainers Request a Training Quote

Drive Team Excellence with Machine Learning with MATLAB Corporate Training

Empower your teams with expert-led on-site, off-site, and virtual Machine Learning with MATLAB Training through Edstellar, a premier corporate training provider for organizations globally. Designed to meet your specific training needs, this group training program ensures your team is primed to drive your business goals. Help your employees build lasting capabilities that translate into real performance gains.

Machine Learning with MATLAB refers to applying machine learning algorithms and techniques using MATLAB, a high-performance language and interactive environment for numerical computation, visualization, and programming. Machine Learning with MATLAB benefits organizations, offering advantages that can significantly enhance their operational efficiency, decision-making processes, and innovation capabilities. This training program introduces professionals to the world of machine learning applications within MATLAB.

Edstellar instructor-led Machine Learning with MATLAB course distinguishes itself by offering both virtual/onsite training options, catering to diverse organizational needs and learning preferences. This flexibility ensures that the teams can engage in the training regardless of their location, providing convenience without compromising the quality of training. This course is tailored to meet each organization's unique needs and goals, ensuring that the learning experience is both highly relevant and directly applicable to the professional scenarios of the teams. Through a blend of theoretical concepts and practical exercises, professionals gain hands-on experience, empowering them to apply machine learning techniques effectively within their roles.

Get Customized Expert-led Training for Your Teams

Customized Training Delivery

Scale Your Training: Small to Large Teams

In-person Onsite, Live Virtual or Hybrid Training Modes

Plan from 2000+ Industry-ready Training Programs

Experience Hands-On Learning from Industry Experts

Delivery Capability Across 100+ Countries & 10+ Languages

Key Skills Employees Gain from instructor-led Machine Learning with MATLAB Training

Machine Learning with MATLAB skills corporate training will enable teams to effectively apply their learnings at work.

Predictive Modeling
Predictive Modeling is the process of using statistical techniques to forecast future outcomes based on historical data. This skill is important for data analysts, marketers, and financial analysts, as it enables informed decision-making and strategic planning.
Data Preprocessing
Data Preprocessing is the technique of cleaning and transforming raw data into a usable format. This skill is important for data analysts and scientists to ensure accurate analysis and insights.
Machine Learning Algorithms
Machine Learning Algorithms involve designing systems that learn from data to make predictions. This skill is important for data scientists and AI engineers to develop intelligent solutions.
Clustering Analysis
Clustering Analysis is a data mining technique that groups similar data points. This skill is important for data scientists and analysts to uncover patterns, enhance decision-making, and drive insights.
Model Optimization
Model Optimization is the process of refining machine learning models to enhance performance and efficiency. This skill is important for data scientists and AI engineers, as it ensures accurate predictions and resource-efficient solutions.
Neural Network Design
Neural Network Design involves creating architectures for AI systems that mimic human brain functions. This skill is important for roles in AI development, data science, and machine learning, as it enables effective problem-solving and innovation in complex data analysis.

Key Learning Outcomes of Machine Learning with MATLAB Training Workshop for Employees

Upon completing Edstellar’s Machine Learning with MATLAB workshop, employees will gain valuable, job-relevant insights and develop the confidence to apply their learning effectively in the professional environment.

Develop predictive models for real-world problems, such as forecasting market trends, enhancing customer segmentation, or improving product recommendations
Implement advanced data preprocessing techniques to clean, normalize, and transform large datasets, ensuring that models are trained on high-quality data for more accurate predictions
Apply various machine learning algorithms, from basic classification and regression techniques to more complex ensemble methods and neural networks, to solve specific industry challenges
Utilize clustering algorithms to uncover hidden patterns and groups in data, enabling businesses to identify new market opportunities or understand customer behavior better
Optimize machine learning models by fine-tuning hyperparameters and selecting relevant features, thereby improving model performance and efficiency in practical applications
Design and evaluate neural network architectures for tasks such as image recognition, natural language processing, or time series forecasting, leveraging MATLAB's deep learning capabilities

Key Benefits of the Machine Learning with MATLAB Group Training

Attending our Machine Learning with MATLAB group training classes provides your team with a powerful opportunity to build skills, boost confidence, and develop a deeper understanding of the concepts that matter most. The collaborative learning environment fosters knowledge sharing and enables employees to translate insights into actionable work outcomes.

Learn advanced machine learning techniques and algorithms in MATLAB, enabling you to tackle complex data analysis challenges and improve decision-making processes
Equip your team with the skills to efficiently preprocess, visualize, and analyze large datasets, enhancing your organization's ability to derive actionable insights from data
Develop custom machine learning models tailored to your specific business needs, leading to more accurate predictions, optimizations, and strategic outcomes
Gain knowledge in both supervised and unsupervised learning methods, broadening your analytical capabilities and applications in various domains
Upskill in the use of MATLAB for machine learning, including how to leverage its extensive libraries and toolboxes for rapid development and deployment of models

Topics and Outline of Machine Learning with MATLAB Training

Our virtual and on-premise Machine Learning with MATLAB training curriculum is structured into focused modules developed by industry experts. This training for organizations provides an interactive learning experience that addresses the evolving demands of the workplace, making it both relevant and practical.

Introduction to Machine Learning with MATLAB

Overview of machine learning
- What is machine learning?
- Categories of machine learning
Getting started with MATLAB for machine learning
- Setting up the environment
- Basic MATLAB operations for machine learning

Importing and Organizing Data

Understanding data types
- Numerical and categorical data
- Dealing with missing values
Working with tables in MATLAB
- Creating and manipulating tables
- Table operations and indexing
Preparing data for machine learning
- Data cleaning
- Data normalization and standardization

Finding Natural Patterns in Data

Introduction to unsupervised learning
- Defining unsupervised learning
- Applications of unsupervised learning
Exploring clustering methods
- K-means clustering
- Hierarchical clustering
- DBSCAN and other clustering techniques
Evaluating and interpreting clusters
- Cluster validation techniques
- Interpreting cluster results

Building Classification Models

Fundamentals of supervised learning
- Defining supervised learning
- Applications of supervised learning
Training and validation in supervised learning
- Splitting data into training and test sets
- Validation techniques
Classification techniques in MATLAB
- Logistic regression
- Decision trees and random forests
- Support vector machines

Improving Predictive Models

Techniques for cross-validation
- K-fold cross-validation
- Leave-one-out cross-validation
Optimizing hyperparameters
- Grid search
- Random search
- Bayesian optimization
Feature engineering and selection
- Feature transformation methods
- Selecting features for model performance
Implementing ensemble learning
- Boosting
- Bagging
- Stacking

Building Regression Models

Parametric vs. nonparametric regression
- Linear regression
- Polynomial regression
- K-nearest neighbors and decision trees
Evaluating regression models
- Mean squared error and mean absolute error
- R-squared and adjusted R-squared

Creating Neural Networks

Clustering with Self-Organizing Maps (SOM)
- Introduction to SOM
- Applications of SOM in clustering
Classification with feed-forward neural networks
- Designing a feed-forward neural network
- Training and validating neural network models
Regression with feed-forward networks
- Neural networks for regression tasks
- Evaluating regression models with neural networks

Who Can Take the Machine Learning with MATLAB Training Course

The Machine Learning with MATLAB training program can also be taken by professionals at various levels in the organization.

Data Scientists
Machine Learning Engineers
MATLAB Developers
Software Engineers
Research Scientists
IT Professionals
Data Analysts
AI Specialists
Systems Engineers
Technical Leads
ML Managers
Data Science Managers

Prerequisites for Machine Learning with MATLAB Training

Professionals should have a basic understanding of fundamental concepts of programming languages like Python, C++, or Java and algorithms and data analysis techniques to take the Machine Learning with MATLAB training course.

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Delivering Training for Organizations across 100 Countries and 10+ Languages

Corporate Group Training Delivery Modes
for Machine Learning with MATLAB Training

At Edstellar, we understand the importance of impactful and engaging training for employees. As a leading Machine Learning with MATLAB training provider, we ensure the training is more interactive by offering Face-to-Face onsite/in-house or virtual/online sessions for companies. This approach has proven to be effective, outcome-oriented, and produces a well-rounded training experience for your teams.

Edstellar's Machine Learning with MATLAB virtual/online training sessions bring expert-led, high-quality training to your teams anywhere, ensuring consistency and seamless integration into their schedules.

With global reach, your employees can get trained from various locations

The consistent training quality ensures uniform learning outcomes

Participants can attend training in their own space without the need for traveling

Organizations can scale learning by accommodating large groups of participants

Interactive tools can be used to enhance learning engagement

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Edstellar's Machine Learning with MATLAB inhouse training delivers immersive and insightful learning experiences right in the comfort of your office.

Higher engagement and better learning experience through face-to-face interaction

Workplace environment can be tailored to learning requirements

Team collaboration and knowledge sharing improves training effectiveness

Demonstration of processes for hands-on learning and better understanding

Participants can get their doubts clarified and gain valuable insights through direct interaction

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Edstellar's Machine Learning with MATLAB offsite group training offer a unique opportunity for teams to immerse themselves in focused and dynamic learning environments away from their usual workplace distractions.

Distraction-free environment improves learning engagement

Team bonding can be improved through activities

Dedicated schedule for training away from office set up can improve learning effectiveness

Boosts employee morale and reflects organization's commitment to employee development

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Edstellar: Your Go-to Machine Learning with MATLAB Training Company

Experienced Trainers

Our trainers bring years of industry expertise to ensure the training is practical and impactful.

Quality Training

With a strong track record of delivering training worldwide, Edstellar maintains its reputation for its quality and training engagement.

Industry-Relevant Curriculum

Our course is designed by experts and is tailored to meet the demands of the current industry.

Customizable Training

Our course can be customized to meet the unique needs and goals of your organization.

Comprehensive Support

We provide pre and post training support to your organization to ensure a complete learning experience.

Multilingual Training Capabilities

We offer training in multiple languages to cater to diverse and global teams.

Testimonials

What Our Clients Say

We pride ourselves on delivering exceptional training solutions. Here's what our clients have to say about their experiences with Edstellar.

"The Machine Learning with MATLAB training provided me with comprehensive capabilities that elevated my expertise. As a Senior Business Intelligence Developer, I needed to understand strategic frameworks deeply, and this expert-led workshops gave me hands-on experience with industry best practices. I now handle complex technical scenarios with enhanced confidence and systematic efficiency. Highly recommend for anyone serious about this field.”

Jerry Porter

Senior Business Intelligence Developer,

Predictive Analytics Firm

"The Machine Learning with MATLAB training provided critical insights into industry best practices that enhanced my consulting capabilities. As a Principal Data Architect, I now leverage hands-on exercises with expertise exercises on interactive labs prepared me perfectly for real-world client scenarios. Our solution delivery efficiency and quality have increased substantially across the board, demonstrating immediate value from this investment.”

Alessio Ferrari

Principal Data Architect,

AI Solutions Platform Provider

"As a Lead MLOps Engineer overseeing technical mastery initiatives, the Machine Learning with MATLAB training significantly elevated our team's capabilities. The course expertly covered advanced methodologies, operational effectiveness. Our team delivered record-breaking results in the subsequent quarter, exceeding all targets. Our department has achieved remarkable improvements, demonstrating this course's lasting organizational impact.”

Ilyas Samir

Lead MLOps Engineer,

ML Model Development Platform

“Edstellar’s IT & Technical training programs have been instrumental in strengthening our engineering teams and building future-ready capabilities. The hands-on approach, practical cloud scenarios, and expert guidance helped our teams improve technical depth, problem-solving skills, and execution across multiple projects. We’re excited to extend more of these impactful programs to other business units.”

Aditi Rao

L&D Head,

A Global Technology Company

Get Your Team Members Recognized with Edstellar’s Course Certificate

Upon successful completion of the training course offered by Edstellar, employees receive a course completion certificate, symbolizing their dedication to ongoing learning and professional development.

This certificate validates the employee's acquired skills and is a powerful motivator, inspiring them to enhance their expertise further and contribute effectively to organizational success.

We have Expert Trainers to Meet Your Machine Learning with MATLAB Training Needs

The instructor-led training is conducted by certified trainers with extensive expertise in the field. Participants will benefit from the instructor's vast knowledge, gaining valuable insights and practical skills essential for success in Access practices.

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Edstellar is a one-stop instructor-led corporate training and coaching solution that addresses organizational upskilling and talent transformation needs globally. Edstellar offers 2000+ tailored programs across disciplines that include Technical, Behavioral, Management, Compliance, Leadership and Social Impact.

Corporate Machine Learning with MATLAB Training Course

Drive Team Excellence with Machine Learning with MATLAB Corporate Training

Key Skills Employees Gain from instructor-led Machine Learning with MATLAB Training

Key Learning Outcomes of Machine Learning with MATLAB Training Workshop for Employees

Key Benefits of the Machine Learning with MATLAB Group Training

Topics and Outline of Machine Learning with MATLAB Training

Introduction to Machine Learning with MATLAB

Importing and Organizing Data

Finding Natural Patterns in Data

Building Classification Models

Improving Predictive Models

Building Regression Models

Creating Neural Networks

Who Can Take the Machine Learning with MATLAB Training Course

Prerequisites for Machine Learning with MATLAB Training

Corporate Group Training Delivery Modes for Machine Learning with MATLAB Training

Explore Our Customized Pricing Package forMachine Learning with MATLAB Corporate Training

Edstellar: Your Go-to Machine Learning with MATLAB Training Company

Experienced Trainers

Quality Training

Industry-Relevant Curriculum

Customizable Training

Comprehensive Support

Multilingual Training Capabilities

What Our Clients Say

Get Your Team Members Recognized with Edstellar’s Course Certificate

We have Expert Trainers to Meet Your Machine Learning with MATLAB Training Needs

Other Related Corporate Training Courses

Explore More Courses

Corporate Group Training Delivery Modes
for Machine Learning with MATLAB Training

Explore Our Customized Pricing Package for
Machine Learning with MATLAB Corporate Training