DataScience using R Training
We are the best Training institute for learning DataScience using R Training in Chennai . We have expert trainers and excellent materials to transform your skills to fit into the job market .
After completion of this course, you will be able to:
- 1. Gain better insights into the roles and responsibilities of a Data scientist
- 2. Understand Data science Project Life Cycle, Data Acquisition and Data Collection
- 3. Execute various Machine Learning Algorithms
- 4. Implement Recommenders with Apache Mahout and Data Transformation
- 5. Understand the functioning of R-Calculator
- 6. Master Vector Creation and Assigning Values to Variables
- 7. Generate Repeats and Factor levels
- 8. Gain insight into Database Connectivity , Reading data to ODBC Tables, Linear Regression, Logistic Regression
- 9. Understand the use of Clustering and Vectorizing documents (unstructured data)
- 10. Gain insight into Classifiable Data
- 11. Learn the concept of Logistic Regression
- 12. Understand Euclidean Distance Measure basic concepts
- 1. Strong interest in learning Data Science
- 2. Exposure to basic C Programming language and mathematical concepts will be beneficial.
Module 1 : Business Analytics Foundation With R Tools
- 1. Business Analytics Foundation With R Tools Preview
- 2. Objectives Preview
- 3. Analytics Preview
- 4. Places Where Analytics is Applied
Module 2 : Introduction to Analytics
- 1. Introduction to Analyics
- 2. analytics vs analysis
- 3. What is Analytics
- 4. Popular Tools
- 5. Role of a Data Scientist
- 6. Data Analytics Methodology
- 7. Problem Definition
- 8. Summarizing Data
- 9. Data collection
- 10. Data Dictionary
- 11. Outlier Treatment
Module 3 : Statistical Concepts And Their Application In Business
- 1. Statistical Concepts And Their Application In Business
- 2. Descriptive Statistics
- 3. Probability Theory
- 4. Tests of Significance
- 5. Non-parametric Testing
Module 4 : Basic Analytic Techniques – Using R
- 1. Introduction
- 2. Data Exploration
- 3. Data Visualization
- 4. Pie Charts
- 5. Correlation
- 6. Analysis of variance
- 7. Chi-squared test
- 8. T-test
- 9. Summary
Module 5 : Predictive Modelling Techniques
- 1. Predictive Modelling Techniques
- 2. Regression Analysis and Types of regression models
- 3. Linear Regression
- 4. Coefficient of determination R
- 5. How good is the model
- 6. How to find Liner regression equation
- 7. Commands to perform linear regression
- 8. Linear regression to predict sales
- 9. Case Study – Linear Regression
- 10. Case Study – Classification
- 11. Logistic regression
- 12. Example – Logistic regression in R
- 13. Logistic Regression Predicting recurrent visits to a web site
- 14. Cluster Analysis
- 15. Command to perform clustering in R
- 16. Hierarchical Clustering
- 17. Case Study – Implement K means and Hierarchical Clustering
- 18. Time Series
- 19. Cyclical versus seasonal analysis
- 20. Decomposition of Time Series
- 21. Caes Study- Time Series Analysis
- 22. Decomposing Non-Seasonal Time Series
- 23. Exponential Smoothing
- 24. Exponential smoothing and forecasting in R
- 25. Example – Holt Winters
- 26. White Noise
- 27. Correlogram Analysis
- 28. Box-Jenkins forecasting Models
- 29. Case Study – Time Series Data using ARMA
- 30. Business Case
- 31. Summary
- 32. Advantages and Diadavantages of Exponential Smoothing
Why choose SimplyAnalytics for DataScience using R Training in Chennai?
- 1.100% Practical and placement oriented training.
- 2.We are registered training organization.
- 3.Expert trainers from IT industries.
- 4.Placements Assistance.
- 5.Flexible timings.
- 6.Weekdays and weekend batches.
- 7.Affordable fees.
- 8.Air conditioned classroom.
- 9.Wi-Fi enabled training institute.
- 10. Best Lab specialities.
Are you located in any of these areas – Adambakkam, Camp Road, Chromepet, Ekkattuthangal, Guindy, kovilambakkam, Madipakkam, Medavakkam, Nanganallur, Navalur, Nungambakkam, OMR, Pallikaranai, Perungudi, Rajakilpakkam, Saidapet, Sholinganallur,Siruseri, St.Thomas Mount, T. Nagar, Tambaram, Tambaram East, Thiruvanmiyur, Thoraipakkam, Velachery, and West Mambalam.
Our Medavakkam office is just few kilometre away from your location. If you need the best DataScience using R training in Chennai travelling of extra kilometres is worth it .
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- Lectures 1
- Quizzes 1
- Duration 50 hours
- Skill level All level
- Language English
- Students 0
- Assessments Self