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.

16 - 24 hrs

Instructor-led (On-site/Virtual)

English

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About Learning Outcomes Benefits Course Outline Pricing Target Audience Pre-Requisites Trainers

Drive Team Excellence with Machine Learning with MATLAB Training for Employees

Empower your teams with expert-led on-site/in-house or virtual/online Machine Learning with MATLAB Training through Edstellar, a premier corporate training company for organizations globally. Our tailored Machine Learning with MATLAB corporate training course equips your employees with the skills, knowledge, and cutting-edge tools needed for success. Designed to meet your specific needs, this Machine Learning with MATLAB group training program ensures your team is primed to drive your business goals. Transform your workforce into a beacon of productivity and efficiency.

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.

Key Skills Employees Gain from Machine Learning with MATLAB Training

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

Predictive Modeling
Data Preprocessing
Machine Learning Algorithms
Clustering Analysis
Model Optimization
Neural Network Design

Machine Learning with MATLAB Training for Employees: Key Learning Outcomes

Edstellar’s Machine Learning with MATLAB training for employees will not only help your teams to acquire fundamental skills but also attain invaluable learning outcomes, enhancing their proficiency and enabling application of knowledge in a professional environment. By completing our Machine Learning with MATLAB workshop, teams will to master essential Machine Learning with MATLAB and also focus on introducing key concepts and principles related to Machine Learning with MATLAB at work.

Employees who complete Machine Learning with MATLAB training will be able to:

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 Corporate Training

Attending our Machine Learning with MATLAB classes tailored for corporations offers numerous advantages. Through our on-site/in-house or virtual/online Machine Learning with MATLAB training classes, participants will gain confidence and comprehensive insights, enhance their skills, and gain a deeper understanding of Machine Learning with MATLAB.

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

Machine Learning with MATLAB Training Topics and Outline

Our virtual and on-premise Machine Learning with MATLAB training curriculum is divided into multiple modules designed by industry experts. This Machine Learning with MATLAB training for organizations provides an interactive learning experience focused on the dynamic demands of the field, making it 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

This Corporate Training for Machine Learning with MATLAB is ideal for:

What Sets Us Apart?

Machine Learning with MATLAB Corporate Training Prices

Our Machine Learning with MATLAB training for enterprise teams is tailored to your specific upskilling needs. Explore transparent pricing options that fit your training budget, whether you're training a small group or a large team. Discover more about our Machine Learning with MATLAB training cost and take the first step toward maximizing your team's potential.

Request for a quote to know about our Machine Learning with MATLAB corporate training cost and plan the training initiative for your teams. Our cost-effective Machine Learning with MATLAB training pricing ensures you receive the highest value on your investment.

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Our customized corporate training packages offer various benefits. Maximize your organization's training budget and save big on your Machine Learning with MATLAB training by choosing one of our training packages. This option is best suited for organizations with multiple training requirements. Our training packages are a cost-effective way to scale up your workforce skill transformation efforts..

Starter Package

125 licenses

64 hours of training (includes VILT/In-person On-site)

Tailored for SMBs

Target Audience for Machine Learning with MATLAB Training Course

The Machine Learning with MATLAB training course is ideal for data scientists, data analysts, machine learning engineers, software developers, research scientists, business intelligence professionals, system engineers, product managers, quantitative analysts, and bioinformatics professionals.

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

Machine Learning with MATLAB training for managers

Machine Learning with MATLAB training for staff

Machine Learning with MATLAB training for leaders

Machine Learning with MATLAB training for executives

Machine Learning with MATLAB training for workers

Machine Learning with MATLAB training for businesses

Machine Learning with MATLAB training for beginners

Machine Learning with MATLAB group training

Machine Learning with MATLAB training for teams

Machine Learning with MATLAB short course

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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Bringing you the Best Machine Learning with MATLAB Trainers in the Industry

The instructor-led Machine Learning with MATLAB 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 Machine Learning with MATLAB Access practices.

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Training Delivery Modes for Machine Learning with MATLAB Group Training

At Edstellar, we understand the importance of impactful and engaging training for employees. To ensure the training is more interactive, we offer Face-to-Face onsite/in-house or virtual/online Machine Learning with MATLAB training for companies. This method has proven to be the most effective, outcome-oriented and well-rounded training experience to get the best training results for your teams.

Virtual

Instructor-led Training

Engaging and flexible online sessions delivered live, allowing professionals to connect, learn, and grow from anywhere in the world.

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On-Site

Instructor-led Training

Customized, face-to-face learning experiences held at your organization's location, tailored to meet your team's unique needs and objectives.

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Off-site

Instructor-led Training

Interactive workshops and seminars conducted at external venues, offering immersive learning away from the workplace to foster team building and focus.

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Corporate Machine Learning with MATLAB Training Course

Drive Team Excellence with Machine Learning with MATLAB Training for Employees

Key Skills Employees Gain from Machine Learning with MATLAB Training

Machine Learning with MATLAB Training for Employees: Key Learning Outcomes

Key Benefits of the Machine Learning with MATLAB Corporate Training

Machine Learning with MATLAB Training Topics and Outline

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

This Corporate Training for Machine Learning with MATLAB is ideal for:

What Sets Us Apart?

Machine Learning with MATLAB Corporate Training Prices

Target Audience for Machine Learning with MATLAB Training Course

Prerequisites for Machine Learning with MATLAB Training

Assess the Training Effectiveness

Bringing you the Best Machine Learning with MATLAB Trainers in the Industry

Request a Training Quote

Training Delivery Modes for Machine Learning with MATLAB Group Training

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