Corporate Machine Learning With R Training Course

Edstellar's instructor-led Machine Learning with R training course provides comprehensive guidance on leveraging R for data analysis and predictive modeling. They learn to develop sophisticated models, automate tasks, and make data-driven decisions. Empower professionals to extract insights, drive innovation, and enhance operational efficiency.

32 - 40 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 R Training for Employees

Empower your teams with expert-led on-site/in-house or virtual/online Machine Learning With R Training through Edstellar, a premier corporate training company for organizations globally. Our tailored Machine Learning With R 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 R 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 R refers to applying machine learning algorithms and techniques using the R programming language. ML with R offers organizations a powerful toolkit for data analysis, predictive modeling, and decision-making. This training provides comprehensive guidance and practical experience, ensuring professionals have the knowledge and skills necessary to apply machine learning techniques effectively.

Edstellar instructor-led Machine Learning with R course offers a unique blend of virtual/onsite training options, allowing flexibility to accommodate various learning preferences and logistical constraints. The course content is also customizable to address specific organizational needs and objectives, ensuring relevance and applicability. professionals benefit from hands-on practical experience, working on real-world projects and case studies to reinforce learning outcomes and gain valuable insights.

Key Skills Employees Gain from Machine Learning with R Training

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

Custom Algorithm Development
Data Visualization with R
Data Preprocessing Automation
Statistical Analysis
Machine Learning with R Programming
Business Forecasting

Machine Learning With R Training for Employees: Key Learning Outcomes

Edstellar’s Machine Learning With R 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 R workshop, teams will to master essential Machine Learning With R and also focus on introducing key concepts and principles related to Machine Learning With R at work.

Employees who complete Machine Learning With R training will be able to:

Develop predictive models that can forecast business outcomes, identify customer trends, and optimize operational processes, utilizing R's extensive suite of statistical and machine learning libraries
Implement various data mining and statistical techniques to uncover hidden patterns in large datasets, thereby informing strategic decision-making and revealing actionable insights
Apply R programming to create custom algorithms for classification, regression, clustering, and anomaly detection tasks tailored to specific industry needs, enhancing accuracy and efficiency
Leverage R's powerful data visualization libraries to create intuitive and interactive graphs and charts, enabling stakeholders to understand complex data analyses and model predictions easily
Automate data cleaning, preparation, and preprocessing workflows in R, improving data quality and ensuring models are trained on accurate and relevant information

Key Benefits of the Machine Learning With R Corporate Training

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

Upskill your teams by providing them with the latest tools and methodologies for machine learning in R
Develop expertise in preprocessing, modeling, and evaluating data through interactive learning sessions
Equip your team with practical knowledge and hands-on experience in implementing machine learning algorithms using R
Learn advanced machine learning techniques and R programming skills to tackle complex data analysis challenges with confidence

Machine Learning With R Training Topics and Outline

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

Machine Learning vs Statistical Modeling & Supervised vs Unsupervised Learning

Machine learning languages, types, and examples
- Introduction to machine learning languages
- Types of machine learning
- Examples of machine learning applications
Machine learning vs statistical modeling
- Comparing machine learning and statistical modeling
- When to use machine learning or statistical modeling
Supervised vs unsupervised learning
- Definition and differences
- Applications and examples
Supervised learning classification
- Introduction to classification in supervised learning
- Common classification algorithms
Unsupervised learning
- Exploring unsupervised learning algorithms
- Applications of unsupervised learning

Supervised Learning - I

K-nearest neighbors
- How do k-nearest neighbors work?
- Choosing the right k value
Decision trees
- Basics of decision trees
- How to build and prune decision trees?
Random forests
- Understanding random forests
- Building a random forest model
Reliability of random forests
- Assessing the reliability
- Improving model reliability
Advantages & disadvantages of decision trees
- Benefits of using decision trees
- Limitations and considerations

Supervised Learning - II

Regression algorithms
- Types of regression algorithms
- Applying regression in supervised learning
Model evaluation
- Introduction to model evaluation
- Common evaluation metrics
Model evaluation: Overfitting & underfitting
- identifying overfitting and underfitting
- Strategies to avoid them
Understanding different evaluation models
- Exploring various model evaluation techniques
- Choosing the right evaluation model

Unsupervised Learning

K-means clustering plus advantages & disadvantages
- How does k-means clustering work?
- Pros and cons of k-means clustering
Hierarchical clustering plus advantages & disadvantages
- Basics of hierarchical clustering
- Benefits and limitations
Measuring the distances between clusters - Single linkage clustering
- Single linkage clustering explained
- When to use single linkage clustering
Measuring the distances between clusters - Algorithms for hierarchy clustering
- Different algorithms for hierarchical clustering
- Selecting the appropriate algorithm
Density-based clustering
- Understanding density-based clustering
- Applications and examples

Dimensionality Reduction & Collaborative Filtering

Dimensionality reduction: feature extraction & selection
- Techniques for dimensionality reduction
- Feature extraction vs feature selection
Collaborative filtering & its challenges
- Introduction to collaborative filtering
- Overcoming challenges in collaborative filtering

This Corporate Training for Machine Learning With R is ideal for:

What Sets Us Apart?

Machine Learning With R Corporate Training Prices

Our Machine Learning With R 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 R training cost and take the first step toward maximizing your team's potential.

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

Request for a Quote

Our customized corporate training packages offer various benefits. Maximize your organization's training budget and save big on your Machine Learning With R 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 R Training Course

Machine Learning with R training course is ideal for data scientists, statisticians, analysts, researchers, business intelligence analysts, data engineers, quantitative analysts, healthcare analysts, and market researchers.

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

Machine Learning With R training for managers

Machine Learning With R training for staff

Machine Learning With R training for leaders

Machine Learning With R training for executives

Machine Learning With R training for workers

Machine Learning With R training for businesses

Machine Learning With R training for beginners

Machine Learning With R group training

Machine Learning With R training for teams

Machine Learning With R short course

Prerequisites for Machine Learning With R Training

Professionals should have a basic understanding of basic programming principles, particularly in R, including variables, data types, and control structures, to take the Machine Learning with R training course.

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Bringing you the Best Machine Learning With R Trainers in the Industry

The instructor-led Machine Learning With R 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 R Access practices.

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Training Delivery Modes for Machine Learning With R 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 R 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 R Training Course

Drive Team Excellence with Machine Learning With R Training for Employees

Key Skills Employees Gain from Machine Learning with R Training

Machine Learning With R Training for Employees: Key Learning Outcomes

Key Benefits of the Machine Learning With R Corporate Training

Machine Learning With R Training Topics and Outline

Machine Learning vs Statistical Modeling & Supervised vs Unsupervised Learning

Supervised Learning - I

Supervised Learning - II

Unsupervised Learning

Dimensionality Reduction & Collaborative Filtering

This Corporate Training for Machine Learning With R is ideal for:

What Sets Us Apart?

Machine Learning With R Corporate Training Prices

Target Audience for Machine Learning With R Training Course

Prerequisites for Machine Learning With R Training

Assess the Training Effectiveness

Bringing you the Best Machine Learning With R Trainers in the Industry

Request a Training Quote

Training Delivery Modes for Machine Learning With R Group Training

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