Data Science using R Training
Data Science using R Course:
R is a software package that provides a language and an environment for data manipulation and statistics calculation. The resulting statistics can be displayed graphically as well. This course covers Data Mining Patterns, Data Mining Sequences, Text Mining, Data Analysis – Regression Analysis, Data Analysis – Correlation, Data Analysis – Clustering etc.
Data Science using R Course Curriculum
Cluster analysis
K-medoids clustering
Expectation-maximization
Density estimation
Show outliers
Calculating anomalies
Mine for associations
Patterns
Using eclat to find similarities in adult behavior
An focusing on highest frequency
Mining the Agrawal data for frequent sets
Evaluating associations in a shopping basket
Determining sequences in training and careers
Sequence metrics
Packages
Creating a corpus
Word graphics
Packages
Multiple regression
Robust regression
Packages
Visualizing correlations
Pearson correlation
Tetrachoric correlation
Partial correlation
Packages
Optimal number of clusters
The cascadeKM function
Affinity propagation clustering
Hierarchical clustering
Packages
The latticist package
Mapping
Plotting points on a world map
The ggplot package
Packages
Regression line
scatterplot
splom – display matrix data
Density scatter plots
Bar plot
ggplot
Packages
Lattice Cloud – D scatterplot
scatterd
RgoogleMaps
Big Data
bigmemory
Rcpp
microbenchmark
SAP integration
bioconductor
pipes
Packages
Data partitioning
Linear model
Logistic regression
Least squares regression
Stepwise regression
Naïve Bayes
predict
K-means clustering
AdaBoost
Random forests
Automatic forecasting packages
The SMA function
Exponential smoothing
Correlogram
Holt exponential smoothing
ARIMA
Packages
Decision tree
Neural network
Ensemble learning
Bayesian learning
Unsupervised learning
Density estimation
Hidden Markov models
Frequently Asked Questions
This "Data Science 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 "Data Science using R"-specific study material. Participants will have lifetime access to all the code and resources needed for this "Data Science 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 "Data Science using R" training.
The "Data Science 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 "Data Science using R" course duration.
The "Data Science using R" training is organised at the client's premises. We have delivered and continue to deliver "Data Science 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 "Data Science using R" course.
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