ATOM is a leading training institute that provides training programs in Coimbatore and has been successfully providing the best environment for learning Data Science in Tamil Nadu. Atom provides up-to-date syllabus, reliable course materials, highly proficient trainers in data science field and an advanced computer lab infrastructure possible available in South India with lot of data sets and raw data to process a data driven approach of Data Science. 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:
Syllabus
- Based on the real problems faced by the industry we have created the curriculum.
- Comprehensive advanced concepts are used in formulation of this syllabus.
- Includes all the important tools and methods used in Data science.
- All the recent developments in this segments are taken in account to create such a comprehensive syllabus.
- Our curriculum Includes analyzing many real time case studies and real life examples.
Trainers
- Experts with immense experience in the subject matter handle classes.
- Our resources have in-depth understanding of the concepts and the technologies behind Data Science.
- Our tutors also provide emotional and technical support when required.
- We undertake special doubt clarification sessions every week to help our students practice better and understand better.
Infrastructure
- We have an advanced computer lab with updated open source version of software with cloud support used in Data Science.
- 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 helping the students stay connected at all times.
Placement Support
- Atom is one of the leading training centers that provide 100 % placement assistance to all the students enrolled in this program.
- Highly skilled placement team works round the clock to facilitate job interviews with the leading corporate in this field.
- Our program includes free classes on communication skills, resume preparation and cover letter.
- We conduct mock interviews and sample tests to prepare candidates before the interview.
- There are also other advantages in choosing Atom, the Best Big Data analytics training institute in coimbatore.
- Flexible batch timings which will be suitable for every person in the batch.
- Reasonable fees structure with various perks for the deserved.
- Staff support to setup and practice latest data processing tools, data warehouse tools and cloud computing tools.
DataScience Course Syllabus
Learning Objectives – In this module, you will understand basic concepts of DataScience, motives towards learning a new language and get your set-up ready.
Introduction to R
- What is R?
- Why R?
- Installing R
- R environment
- How to get help in R
- R Studio Overview
Understanding R data structure
- Variables in R
- Scalars
- Vectors
- Matrices
- List
- Data frames
- Cbind,Rbind, attach and detach functions in R
- Factors
- Getting a subset of Data
- Missing values
- Converting between vector types
Importing data
- Reading Tabular Data files
- Reading CSV files
- Importing data from excel
- Loading and storing data with clipboard
- Accessing database
- Saving in R data
- Loading R data objects
- Writing data to file
- Writing text and output from analyses to file
Manipulating Data
- Selecting rows/observations
- Rounding Number
- Creating string from variable
- Search and Replace a string or Number
- Selecting columns/fields
- Merging data
- Relabeling the column names
- Data sorting
- Data aggregation
- Finding and removing duplicate records
Introduction to analytics for unstructured data-MapReduce and Hadoop
- Apply Function Family
- Commonly used Mathematical Functions
- Commonly used Summary Functions
- And String Functions
- User defined functions
- Local and global variable
- Working with dates
R Programming/h4>
- While loop
- If loop
- For loop
- Arithmetic operations
Charts and Plots
- Box plot
- Histogram
- Pie graph
- Line chart
- Scatterplot
- Developing graphs
- Cover all the current trending packages for Graphs
Machine Learning Algorithm:
- Sentiment analysis with Machine learning
- C 5.0
- Support vector Machines
- K Means
- Random Forest
- Naïve Bayes algorithm
Statistics:
- Correlation
- Linear Regression
- Non Linear Regression
- Predictive time series forecasting
- K means clustering
- P value
- Find outlier
- Neural Network
- Error Measure
Leading Topics:
- Overture of R Shiny
- What is Hadoop
- Integration of Hadoop in R
- Data Mining using R
- Clinical research preface in R
- API in R (Twitter and Facebook)
- Word Cloud in R
Data analytics is just a framework which can be used by employing various tools and concepts. there are no official certification for this. 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 Data Science. Our placement program will ensure that all our candidates get good placement opportunities after complete our course.
LEARNING OUTCOMES
On completing our Data science training, you will have many job openings in companies all over the world. Some of the job designations you can apply, are listed below:
- Data Scientist in Business Intelligence
- Data Scientist in Natural Language Processing
- And Data Scientist in Software Programming