eTechno Soft is a prominent name in the bangalore's best data science training institutes. We are one stop solution for people looking for top and best data science training institutes in & at Bangalore. We offer best data science course training at BTM Layout, Bangalore with experienced trainers in data science industry. We provide 100% placement assistance and make you work on live projects.
eTechno Soft is rated as one of the Best data science Training Institute in Bangalore based on Google and other third party reviews. We have completed over 500 Training classes in data science and provided 100% placement assistance to students. Over the past 5 years, Team at eTechno Soft is dedicated to provide High-Quality Training in data science.
Trainers at eTechno Soft are handpicked from data science Industry and they have a minimum of 7 years of experience in implementing data science Technology. All data science Trainers are Professional real-time working consultants who offer hands on experience based on live scenarios.
Our data science training center in Bangalore is well equipped with lab facilities and excellent infrastructure for providing you real time training experience. We also provide data science certification training program. We have successfully trained and provided placement for many of our students in major MNC Companies, after successful completion data science Training course. We provide 100% placement support for our students.
We provide Class room trainings, online training, Weekend classes and Fast track course for best data science Training in Bangalore. Students have the option to select the course timings according to their convenience.
Course Material for Data Science is designed as per current scenarios and will help students in understanding the Data Science concept in detail. Our Data Science Training Syllabus covers all the topics related to Data Science Technology and gives a clear understanding of live scenario to students. Our Data Science experts at eTechno Soft Training Institute, Bangalore have developed a unique way of teaching Data Science in an efficient manner.
DATA SCIENCE TRAINING COURSE CONTENT
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
Using functions in R
- Apply Function Family
- Commonly used Mathematical Functions
- Commonly used Summary Functions
- Commonly used String Functions
- User defined functions
- local and global variable
- Working with dates
R Programming
- 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 Science Training Batch Details in Bangalore
Data Science Training - Regular Batches (Morning, Day time & Evening)
Batch Size : 15 (maximum)Data Science Training - Weekend Batches (Saturday, Sunday & Holidays)
Batch Size : 15 (maximum)Data Science Training - Fast Track Batches
Batch Size : 10 (maximum)
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eTechno Soft Solutions
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