What is this course about?
This Data Science course gives you a clear understanding about work in Statistical Analytics, Hypothesis Testing ,Machine Learning With Python, R ,SAS & Excel With Macros. We are covering basics of Data mining, Hadoop in R, Statistics, Twitter API in R. In advanced we are helping to deep understanding of Machine Learning Algorithm with Python and R.
This course is taught hands-on, you learn by doing.
What are the course objectives?
At end of this training, you will be able to,
- Creating user defined package in R
- Automation of any data and publish in R itself
- Able to analyse big data
- Competent to work in data mining, Machine learning and statistics
What you can expect from the Data Science Course?
With the data science online course with 4S IT Solutions you can expect to learn concepts from live sessions conducted by industry experts. A professional looking portfolio with the project code and video that can be shared with the recruiter. All our online sessions are recorded and access is granted to the enrolled student to review any of the topics in the data science online course/training. Trainers at 4S IT Solutions have decades of experience as a full-time industry architect. Our projects provide you with the experience of real case studies helping you solve problems in the real world. 24/7 access to our portal and a dedicated support team to clear up any queries.
Who should do this course?
Data science Training will be suitable for,
- Data Scientist
- Data/Web analyst
- Hadoop Professionals who want to learn R and ML techniques
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
- Data frames
- Cbind,Rbind, attach and detach functions in R
- Getting a subset of Data
- Missing values
- Converting between vector types
- 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
- 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
- While loop
- If loop
- For loop
- Arithmetic operations
Charts and Plots
- Box plot
- Pie graph
- Line chart
- 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
- Linear Regression
- Non Linear Regression
- Predictive time series forecasting
- K means clustering
- P value
- Find outlier
- Neural Network
- Error Measure
- 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
How i can practice ?
Detailed installation of required software will be displayed in your LMS. Our support team will help you to setup software if you need assistance. Hardware requirements need to be fulfilled by participants.
Who is my instructor?
Top-notch professionals in that field who understands how to convey things in technical as well as subject matter experts.
What are the modes of training offered for this course?
We offer this course in “Live Instructor-Led Online Training” mode. Through this way you won’t mess anything in your real-life schedule. You will be shared with live meeting access while your session starts.
Is any programming is required for learning R?
Don’t need any predecessor knowledge to get into R but aware of basic statistics is an added advantage.
What are the system requirements to install R?
Basically >2GB RAM will be fine for installing either LAMP stack or WAMP stack. Even if you have MAC there is MAMP stack available for free.
Can I attend a demo session?
You can get a sample class recording to ensure you are in right place. We ensure you will be getting complete worth of your money by assigning a best instructor in that technology.
How about group discounts (or) corporate training for our team?
We are absolutely loved to talk in-person about group training (or) corporate training. So, please get in touch with our team through “Quick Enquiry”, “Live Chat” or “Request Call-back” channels.
What are the payment options?
Payments can be made using any of the following options and a receipt of the same will be issued to you automatically via email.
- Visa Debit Card / Credit Card
- American Express
- Master Card
- Google pay
I have more queries?
For Devops Online Classes You can reach us through ind : +91-6300679708 / +91-9949613708 US No : +1(510) -322-3649, +1(510)-399-5946 Or you can share your quires through firstname.lastname@example.org. Estimated turnaround time will be 24 hours for emails.
Data Science Certification
At end of our course, you will be assigned to work a real-time project. Once you completed assigned project with expected results we (Experts Team from 4S IT Solutions) will verify and issue Data Science Certificate. If you are not able to deliver expected results in project we will support you by clarifying doubts and help you to re-attempt the project.