ATOM is a leading training institute that provides training programs in Coimbatore and
therefore has been successfully providing the best environment for learning Data Science with R training in Tamil Nadu. Since, Atom provides up-to-date syllabus, reliable course materials, highly proficient trainers and an advanced computer lab infrastructure it is considered to be the one of the best institutes in South India. Moreover, we have the best-ever placement care as the result of the developed training programs we create. Few of the features of our training are given below:
- Comprehensive advanced concepts are used in formulation of this syllabus, primarily, based on current industry requirements by field experts.
- Our ultimate goal in creating this syllabus is to produce future experts and thus, equip the industry with the man power it requires.
- All the recent developments in this segments are taken in account to create such a comprehensive syllabus.
- Our curriculum Includes writing real time programs in R and performing real-time tasks to analyze Data science concepts with various test case scenarios.
- Experts with immense experience in the subject matter handle classes.
- Our resources have in-depth understanding of the concepts and the technologies.
- Out tutors possess good communication and soft skills.
- Our tutors also provide emotional and technical support when required.
- We undertake special doubt clarification sessions every week in order to, help our students practice better and understand better.
- We have an advanced computer lab with updated version of R Program and many data science tools as per requirement.
- We provide student friendly classrooms with digital board to explain concepts.
- Periodical Video Conferencing with the industry experts in various topics, case classes and trouble shooting sessions keeps our students in tempo with what’s happening in the industry.
- Our facilities are Wifi enabled at all times hence, helping the students stay connected at all times.
- We provide 100 % placement assistance to all the students enrolled in this program.
- Highly skilled placement team works round the clock therefore, it facilitate setting up job interviews with leading corporates in this field.
- Our program includes free classes on communication skills, resume preparation and cover letter.
- We conduct mock interviews and sample tests in R programing and data science field ultimately, to prepare candidates before the interview.
DataScience with R Syllabus
CHAPTER 1: Introduction
- What is R?
- Why R?
- Installing R
- R environment
- How to get help in R
- R console and Editor
- Packages in R
- How to check package by date
- Data Types
- Data structure
- Converting variable types
- Missing values
CHAPTER 2: Importing and Exporting in R
- Loading data from file(Text,Csv,Excel)
- Loading data from clipboard
- Connecting MySQL in R
- How to remove lines while importing
- Saving R data format
- Exporting in R(Excel,Text)
CHAPTER 3: Data cleaning process:
- Concentrating strings
- Find and replace
- How to split string
- Position based spliting
- Semi matching condition
- Condition based row/column selection
- Renaming column names
CHAPTER 4: Data manipulation
- Data sorting
- Find and remove duplicates record
- Recoding data
- Merging data
- Data aggregation
- User defined functions
- Local and global variables
- Date and Time format in R
- Table function
- If else
CHAPTER 6: Visualization in R:
- Bar, stacked bar chart
- Pie chart
- Line chart
- Scatter plot
- Column chart
- Doughnut chart
- Trending visualization charts in R
CHAPTER 7: Advanced concept
- Social media analysis(Twitter)through API
- Web apps in R
CHAPTER 8:Statistics and machine learning:
- Standard deviation
- Linear regression
- Multiple regression
- Logistic regressions
- Chi square
- Decision tree
- K-NN Algorithm
There are no official certification for Data Science with R training. However, Atom provides its own certification program. On successful completion of the course the candidates will receive course completion certificates.
When you are studying at the best institute in Coimbatore, you don’t have to worry about certification to get a job or propel your career. Our training program will help you develop
your own skill sets in both Data Science and R training, therefore our placement program will ensure that all our candidates get good placement opportunities after completing our course.
On completing our Data Science with R training at Atom, our candidates will have many job openings in companies all over the world. Some of the job designations you can apply, are listed below:
- R Developer – Machine Learning/Data Science
- Business Analyst with R
- Data Scientist with R
- Data Analyst