Data Science is an arena of reconstructing unstructured data to a structured model and confer it into knowledge. There are several tools and programming languages that are used in this process, and R is one such effective and required programming language for this purpose. Data Science R Training is one such training program that will help you to learn R Programming for Data Science from basic to advance level.
This training program will let you learn how to use variables, matrix, functions and other models of R programming required for Data Science. At advance level, you learn to use R programming language in collaboration of Machine learning algorithm for Data Science.
Prerequisites
This course has no specific prerequisites.
Fundamental knowledge in any high-level programming language (preferably R) is ideal but not required.
Basic knowledge of statistics would be considered as an added advantage.
Basic knowledge of computer hardware and software is ideal but not required.
What will you gain after this course
Through this course, you can stay on top of others in the talent race.
You will be recognized as a professional Data Scientist.
You will be recognized as an R Programmer, as well.
 With the help of this course, you will be recognized as a Business intelligence (BI) expert.
Jobs you can get with a Data Science R Certification
Google Certified Professional Cloud Architect Certification
Cloud Architect professionals’ have adequate knowledge and skill to integrate Google Cloud infrastructure as part of the core IT platform for the company. These professionals
An overview of CompTIA Server+ Certification: CompTIA Server+ certification recognises both the knowledge and experience of an IT Professional to configure, maintain and troubleshoot the
Competencies of CompTIA A+ certification for an entry-level IT Technician CompTIA A+ certifications certify the set of skill and knowledge required for an entry-level IT
MCSA (Microsoft Certified Solutions Associate) is a certification programme designed for individuals seeking entry-level positions in information technology (IT). It is required for advanced
The roles of IT support technicians are significant for the IT department of any business. They are the key responsible person as the company's IT staff to keep any IT-related
Our Programming and Development course portfolio caters to a wide range of learners, from beginners learning the fundamentals to experienced programmers honing their skills in multiple programming languages. These courses
Online education and training have become more popular and convenient and also saw rapid progress in recent months due to COVID pandemic. But online learning has been around for quite
The rapid increase of modern digital technologies such as IoT, AI, applications and operations of robots have made the business sequences much easier and convenient for organisations and it can
AWS (Azure Web Services) is an enterprise-level cloud platform from Amazon. We offer a list of AWS training to make you prepare to work effectively on this platform. Among the
Get a 10% discount
If you enrol two months in advance
Select your preferred training delivery mode
Who is this certification for?
Mostly the computer professionals are the key target audience of this training program. But the newbie’s may also participate in this training, as well.
Small Groups
With small groups of students, our instructors can work closely with each student.
Flexible Class Schedules
Our class schedules are flexible on weekdays, weekend, or evenings to suit your schedule.
Experienced Instructors
Our instructors follow a modified are personalized approach to engage students during class
Hi-Tech Lab Facilities
Our students can access our lab facilities anytime for practical experience during and after studies.
barplot, a histogram and a density plot, and multivariate analysis
bar plots for categorical variables with geom_bar(), and theme() plotly visualization, geom_freqpoly() frequency plots, multivariate distribution with scatter plots and smooth lines, continuous distribution vs categorical distribution with box-plots, and sub grouping plots
Working with co-ordinates and themes to make graphs more presentable, understanding plotly and various plots, and visualization with ggvis
Geographic visualization with ggmap() and building web applications with shinyR
barplot, a histogram and a density plot, and multivariate analysis
bar plots for categorical variables with geom_bar(), and theme() plotly visualization, geom_freqpoly() frequency plots, multivariate distribution with scatter plots and smooth lines, continuous distribution vs categorical distribution with box-plots, and sub grouping plots
Working with co-ordinates and themes to make graphs more presentable, understanding plotly and various plots, and visualization with ggvis
Geographic visualization with ggmap() and building web applications with shinyR
Categories of statistics, statistical terminology, types of data, measures of central tendency, and measures of spread
Correlation and covariance, standardization and normalization, probability and the types, hypothesis testing, chi-square testing, ANOVA, normal distribution, and binary distribution
Introduction to Machine Learning
Introduction to linear regression, predictive modelling, simple linear regression vs multiple linear regression, concepts, formulas, assumptions, and residuals in Linear Regression, and building a simple linear model
Predicting results and finding the p-value and an introduction to logistic regression
Comparing linear regression with logistics regression and bivariate logistic regression with multivariate logistic regression
Confusion matrix the accuracy of a model, understanding the fit of the model, threshold evaluation with ROCR, and using qqnorm() and qqline()
Understanding the summary results with a null hypothesis, F-statistic, and building linear models with multiple independent variables
Logistic regression concepts, linear vs logistic regression, and math behind logistic regression
Detailed formulas, logit function and odds, bivariate logistic regression, and Poisson regression
Building a simple binomial model and predicting the result, making a confusion matrix for evaluating the accuracy, true positive rate, false-positive rate, and threshold evaluation with ROCR
Finding out the right threshold by building the ROC plot, cross-validation, multivariate logistic regression, and building logistic models with multiple independent variables
What is the classification? Different classification techniques
Introduction to decision trees
Algorithm for decision tree induction and building a decision tree in R
Confusion matrix and regression trees vs classification trees
Introduction to bagging
Random forest and implementing it in R
What is Naive Bayes? Computing probabilities
Understanding the concepts of Impurity function, Entropy, Gini index, and Information gain for the right split of node Overfitting, pruning, pre-pruning, post-pruning, and cost-complexity pruning, pruning a decision tree and predicting values, finding out the right number of trees, and evaluating performance metrics
what is k-means clustering? What is canopy clustering?
What is hierarchical clustering?
Introduction to unsupervised learning
Feature extraction, clustering algorithms, and the k-means clustering algorithm
Theoretical aspects of k-means, k-means process flow, k-means in R, implementing k-means and finding out the right number of clusters using a scree plot it in R
Explanation of Principal Component Analysis (PCA) in detail and implementing PCA in R
London IT Training helped me kick start my Networking career with Cisco CCNA. They were very professional and flexible with the class schedules. It helped me plan my time between studies and the hectic schedule of my job.
M. Abdulla
London IT Training helped me kick start my Networking career with Cisco CCNA. They were very professional and flexible with the class schedules. It helped me plan my time between studies and the hectic schedule of my job.
Alberto
I did my CompTIA A+ certification at London IT Training. I liked the teaching style of my instructor.
Mr.Ahmed
I’I can confidently recommend London IT Training to anyone looking to learn networking technologies as it’s an excellent training center. The resources and conduciveness of the learning center is above the mark, I am very thankful to the management and academic staff for their support during my course period.
Liz Maryse
I did a fast track CCNP course in London IT Training, and it was one of the best decisions I made. Lecturers are friendly and are well conversant with the course and are very excellent in delivering the course to the students. Advantages in London IT Training is that its Lecturers are familiar in industrial standard network infrastructure and functions.
I was able to find employment easily due to the reputation of London IT Training centre, even after my completion of the course I was able to consult the lecturers on any issues and continued my training which made me efficient in the job sector.
Mr.Hani
I went to London IT Training to learn CCNA. The overall appeal of the environment was pleasant and suitable for learning, the fees structure was reasonable and the staff where very pleasant and patient in explain all the details of the course structure. On completion of my course they helped me find a suitable employment, readied me for the real time challenges I would face in my job which made me an efficient worker.
The center had students from different part of the Country and World, which made the place appealing. As considering the training, I was amazed how the academic staff had an in depth knowledge of the subjects and delivered them easily to students for easy understanding. They coached us excellently throughout our course period.
Choosing a training center for any IT course is not an easy task. In order to earn extra credential to your IT career that will add values, you can undoubtedly choose London IT Career not only for the proven reputation but also for the opportunity to get highly skilled and experienced trainers. You will be highly motivated to accelerate you IT career in collaboration with London IT Training once you get the references from many other successful IT professionals working at well recognized and reputed IT companies, who had successfully completed IT courses from here.
You can expect to get excellent facilities from London IT Training for your preferred IT course. At London It Training, you will get well designed IT courses with updated resources, which are designed to be taught under the most meritorious trainers, over the UK. You can surely look ahead to get quality training along with desirable facilities that meet the global standard at London IT Training. Here, you can pick your required IT course at your convenient time as London IT Training is offering flexible schedule for the courses. Beside of these, you will get the access to the resources of your courses at anytime from anywhere, as London IT Training has uploaded all the course content online for its candidates.
At London IT Training, you will get both academic and administrative support, whenever you need and as per your requirement. We have a team of highly skilled and professional individuals who are ready to serve you by all means. You will find our trainers available even after the scheduled class time. London IT Training is also arrange group discussion among the participants and the Instructors, that will help you to get more out from the IT course you are attending. London IT Training is also helping the candidates for a better job placement, who have successfully completed the IT courses from here.
London IT Training continuously update the course content as the paradigm and practice of IT industry is changing and evolving more rapidly than ever before. Our courses are well organized, which will help you to get deep inside the subject matter without facing any difficulties. At London IT Training, the instructors are always keeping themselves busy not only to deliver the subject matter in a quality manner but also concerned about any changes that are required for the curriculum of the course.
In terms of recognition, you have nothing to worry about the IT courses offered by London IT Training. We have already earned the reputation as a training institute in the UK by putting our consistent effort on the training that we offered and also by working in collaboration with a significant number of reputed IT companies across the UK, for our Job placement program. IT professionals, who had successfully completed IT courses from London IT Training, are working with an outstanding reputation regarding the skill and experience, at their workplace and this is one of the key competencies of our training center.
Certification
Data Science R