Machine Learning using R Training
Machine Learning using R Course:
Machine Learning is one of the most sought after skillset in current industry. Pre-requisite for course is descent understanding of R. Math Foundation & data working skillset can be learnt in http://zekelabs.com/courses/data-analysis-using-r-training-bangalore/. Here, one will learn supervised machine learning like - regression & classification. Unsupervised algorithm like kmeans & many more. Data preprocessing is discussed here to make analysis much better. It's a complete hand's on course with lot of emphasis on code write & industry level project development. More than 5 projects will be shared with learners
Machine Learning using R Course Curriculum
information-based learning, similarity-based learning, probability-based learning, and error-based learning.
Analyze Data: Understand the information available that will be used to develop a model.
Evaluate Algorithms: Develop a robust test harness and baseline accuracy from which to improve and spot check algorithms.
Present Results: Describe the problem and solution so that it can be understood by third parties.
Model identification
Model validation
Diagnostic tests
Cross validation
Diagnostic tests
Step-wise function -selecting variables
Lasso
Preparing data for KNN & SVM
Validation models
CART Trees introduction
Plotting tree
Introduction to K-Means Clustering
Plotting results
Introduction to dimension reduction
Principle components
Combine Model Predictions Into Ensemble Predictions
Increase The Accuracy Of Your Models
Stacking Algorithms
Introduction to Feed Forward network
Implementing ANN and CNN
Plotting results
Frequently Asked Questions
This "Machine Learning using R" course is an instructor-led training (ILT). The trainer travels to your office location and delivers the training within your office premises. If you need training space for the training we can provide a fully-equipped lab with all the required facilities. The online instructor-led training is also available if required. Online training is live and the instructor's screen will be visible and voice will be audible. Participants screen will also be visible and participants can ask queries during the live session.
Participants will be provided "Machine Learning using R"-specific study material. Participants will have lifetime access to all the code and resources needed for this "Machine Learning using R". Our public GitHub repository and the study material will also be shared with the participants.
All the courses from zekeLabs are hands-on courses. The code/document used in the class will be provided to the participants. Cloud-lab and Virtual Machines are provided to every participant during the "Machine Learning using R" training.
The "Machine Learning using R" training varies several factors. Including the prior knowledge of the team on the subject, the objective of the team learning from the program, customization in the course is needed among others. Contact us to know more about "Machine Learning using R" course duration.
The "Machine Learning using R" training is organised at the client's premises. We have delivered and continue to deliver "Machine Learning using R" training in India, USA, Singapore, Hong Kong, and Indonesia. We also have state-of-art training facilities based on client requirement.
Our Subject matter experts (SMEs) have more than ten years of industry experience. This ensures that the learning program is a 360-degree holistic knowledge and learning experience. The course program has been designed in close collaboration with the experts working in esteemed organizations such as Google, Microsoft, Amazon, and similar others.
Yes, absolutely. For every training, we conduct a technical call with our Subject Matter Expert (SME) and the technical lead of the team that undergoes training. The course is tailored based on the current expertise of the participants, objectives of the team undergoing the training program and short term and long term objectives of the organisation.
Drop a mail to us at [email protected] or call us at +91 8041690175 and we will get back to you at the earliest for your queries on "Machine Learning using R" course.
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