Besant Technologies offers the best Machine Learning using R Training in Marathahalli with the aid of the most talented and well experienced professionals. Our instructors are working in Machine Learning using R and related technologies for quite a number of years in leading multi-national companies around the world. What makes us trusted masters in this field is the fact that we are clearly aware of industry needs and we are offering training in a very much practical way.
Our team of Machine Learning using R trainers offers Machine Learning using R Training in various different modes such as Classroom training, Machine Learning using R Online Training, Machine Learning using R Corporate Training, Fast track training and One-to-One training. Our team of experts has framed our Machine Learning using R syllabus to match with the real world requirements and industry expectations right from beginner level to advanced level. Our training will be held either on weekdays or weekends depending upon the participant’s requirement.
The major topics we cover under this Machine Learning using R course Syllabus are Introduction to R, Data Processing using R, Programming in R, Graphics Using R, Machine Learning, with real time experience.
Every topic will be covered in the most practical way with the assistance of various real-time examples. And also we will give overview on recurrent networks, generative models, variational inference, dynamic programming, value function approximation and policy gradients, integrating learning and planning, exploration and exploitation
Besant Technologies Provides Machine Learning using R Training Courses in Marathahalli & BTM Layout at Bangalore. Our Training Institute has now started providing certification oriented Machine Learning using R Training in Bangalore. Our participants will be eligible to clear all type of interviews at the end of our sessions. We are building a team of Machine Learning using R trainers and participants for their future help and assistance in subject. Our training will be focused on assisting in placements as well. We have a separate HR team professionals who will take care of all your interview needs. Our Machine Learning using R Training Course Fees is very moderate compared to others. We are the only Machine Learning using R training institute who can share video reviews of all our students. We mentioned the course timings and start date as well below.
Total Duration : 42:00:00 hrs
Module 1- Introduction to Data Analytics
Duration : 04:00:00 hrs
Objectives:
- This module introduces you to some of the important keywords in R like Business Intelligence, Business Analytics, Data and Information.
- You can also learn how R can play an important role in solving complex analytical problems.
- This module tells you what is R and how it is used by the giants like Google, Facebook, etc.
- Also, you will learn use of ‘R’ in the industry, this module also helps you compare R with other software in analytics, install R and its packages.
- Business Analytics, Data, Information
- Understanding Business Analytics and R
- Compare R with other software in analytics
- Install R
- Perform basic operations in R using command line
- Learn the use of IDE R Studio
- Use the ‘R help’ feature in R
Module 2- Introduction to R programming
Duration : 03:00:00 hrs
Objectives:
- This module starts from the basics of R programming like datatypes and functions.
- In this module, we present a scenario and let you think about the options to resolve it, such as which datatype should one to store the variable or which R function that can help you in this scenario.
- You will also learn how to apply the ‘join’ function in SQL.
- Variables in R
- Scalars
- Vectors
- Matrices
- List
- Data frames
- Using c, Cbind, Rbind, attach and detach functions in R
- Factors
Module 3- Data Manipulation in R
Duration : 04:00:00 hrs
Objectives:
- In this module, we start with a sample of a dirty data set and perform Data Cleaning on it, resulting in a data set, which is ready for any analysis.
- Thus using and exploring the popular functions required to clean data in R.
- Data sorting
- Find and remove duplicates record
- Cleaning data
- Recoding data
- Merging data
- Slicing of Data
- Merging Data
- Apply functions
Module 4- Data Import techniques in R
Duration : 04:00:00 hrs
Objectives:
- This module tells you about the versatility and robustness of R which can take-up data in a variety of formats, be it from a csv file to the data scraped from a website.
- This module teaches you various data importing techniques in R.
- Reading Data
- Writing Data
- Basic SQL queries in R
- Web Scraping
Module 5- Exploratory data Analysis
Duration : 05:00:00 hrs
Objectives:
- In this module, you will learn that exploratory data analysis is an important step in the analysis.
- EDA is for seeing what the data can tell us beyond the formal modeling or hypothesis. You will also learn about the various tasks involved in a typical EDA process.
- Box plot
- Histogram
- Pareto charts
- Pie graph
- Line chart
- Scatterplot
- Developing Graphs
Module 6- Basics of Statistics & Linear & Logistic Regression
Duration : 05:00:00 hrs
Objectives:
- This module touches the base of Descriptive and Inferential Statistics and Probabilities & ‘Regression Techniques’.
- Linear and logistic regression is explained from the basics with the examples and it is implemented in R using two case studies dedicated to each type of Regression discussed.
- Basics of Statistics
- Inferencial statistics
- Probability
- Hypothesis
- Standard deviation
- Outliers
- Correlation
- Linear & Logistic Regression
Module 7- Data Mining: Clustering techniques, Regression & Classification
Duration : 04:00:00 hrs
Objectives:
- Linear and logistic regression is explained from the basics with the examples and it is implemented in R using two case studies dedicated to each type of Regression discussed.
- The two Machine Learning types are Supervised Learning and Unsupervised Learning and the difference between the two types.
- We will also discuss the process involved in ‘K-means Clustering’, the various statistical measures you need to know to implement it in this module.
- Introduction to Data Mining
- Understanding Machine Learning
- Supervised and Unsupervised Machine Learning Algorithms
- K- means clustering
Module 8- Anova & Sentiment Analysis
Duration : 02:00:00 hrs
Objectives:
- This module tells you about the Analysis of Variance (Anova) Technique.
- The algorithm and various aspects of Anova have been discussed in this module
- Additionally, this module also deals with Sentiment Analysis and how we can fetch, extract and mine live data from Twitter to find out the sentiment of the tweets.
- Anova
- Sentiment Analysis
Module 9- Data Mining: Decision Trees and Random Forest
Duration : 03:00:00 hrs
Objectives:
- This module covers the concepts of Decision Trees and Random Forest.
- The algorithm of Random Forests is discussed in a step-wise approach and explained with real-life examples.
- Decision Tree
- Concepts of Random Forest
- Working of Random Forest
- Features of Random Forest
Module 10- Project work
Duration : 10:00:00 hrs
- 2 Real-time projects
Machine Learning using R Certification Training in Marathahalli
We will guide you to clear the (Machine Learning With R Certification) that we are providing is an integrated process that consists of a series of classes and expert lecture sessions. By the end of the certification process, we conduct assessments to test your skills and later award you with certificate as an indicator of your expertise in the subject and technology.
I would like to thank Besant Technologies for their wonderful support and the assistance offered during the course of my Machine Learning using R training process. The trainers were extremely experienced and resourceful which helped us in getting a better grasp on all the subjects. Also, the study materials which were provided was of immense value
The training I obtained in Besant Technologies has helped me a lot in gaining knowledge about Machine Learning using R Technology. I will now recommend Besant Technologies to all my friends and family. Their training has played a major role in aligning my focus with technology and being able to comprehend it.
Key Features
- Qlikview: 30 – 45 Days Practical Classes
- In Class, You Get In-Depth Practical Knowledge on each Topic
- Weekdays Classes
- Weekend Classes
- Location: Courses are run in our Bangalore training centres (BTM Layout, Marathahalli, Jayanagar)
- Can be on-site at client locations (Corporate Training and Online Sessions)
- Pay only after Attending FREE DEMO CLASS
- Highly cost effective Training Fees
- Real Time Case Studies To Practice
- Free Wifi to learn subject
- Latest Study Material
- Attend 1st Class Free
- Fast Track courses
TIM Training Academy enjoys strong relationship with multiple staffing companies in India and have +60 clients across the globe. If you are looking out for exploring job opportunities, you can pass your resumes once you complete the course and we will help you with 100% job assistance.
- Lots of MNC Companies and Recruitment Firms contacts us for our students profiles on regular basis
- We help our students prepare their Resumes
- We Provide Assistance for Interview Preparation
- Latest and Update Course Contents as per corporate standards.
- ONE-to-ONE Tuitions to make Students Data Analytics Experts
We provide 24X7 support by email for issues or doubts clearance for Class Room training.
Why We are No.1 Institute in Bangalore?
- Experienced MNC Trainers
- Best Infrastructure in Bangalore
- Quality Based Training
- 100% Placement Assistance
- Learn,Improve and Achive