Data Analysis & Machine Learning Using R Training in Kolkata
C | DAMLUR
Data Analysis & Machine Learning Using R Training in Kolkata from Indian Cyber Security Solutions will teach you How general predictive modeling and unsupervised learning are implemented in R, How data is classified using classification algorithms and clustering in R, The concept of regression, forecasting and visualizing the time series data, Important models such as tree-based, support vector machines and other fundamentals.
Machine learning is a branch in computer science that studies the design of algorithms that can learn. If you want to work with big data then you have to understand machine learning and R is the most popular platform for applied machine learning. Indian Cyber Security Solutions provide Machine Learning using R for those who see themselves as future analysts. This Data Analysis & Machine Learning using R training in Kolkata at Indian Cyber Security Solutions dives into the basics of R and Machine Learning. Join now for a complete hands-on training for Data Analysis & Machine Learning using R in Kolkata and get the Machine learning certification using R that increases your chances of getting hired.
Eligibility Criteria – Basic knowledge of a programming language
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Syllabus for Data Analysis & Machine Learning Using R Training in Kolkata
Module 1: Introduction to R
- What is R?
- Why R?
- Installing R
- R environment
- How to get help in R
- R console and Editor
- R Studio
- Variables in R
- Data frames
- Using c
- attach and detach functions in R Factors
Module 2: Data Processing using R
- Reading Data
- Writing Data Loading different types of dataset in R
- Arranging the data
- Slicing of Data
- Merging Data
- Apply functions
- Cleaning data with DPLYR
- Grouping with DPLY
- Chaining with DPLYR
- Tidying data
Module 3: Graphics Using R
- Box plot
- Pareto charts
- Pie graph
- Line chart
- Developing graphs
- Visualization in R with ggplot2
Module 4: Programming in R
- Name matching of arguments
Module 5: Introduction to Machine Learning
What Is Machine Learning?
Machine Learning Use-Cases
Machine Learning Categories
- Supervised Learning
- Linear Regression
- Logistic Regression
Implementing Linear Regression Model In R
Implementing Logistic Regression Model In R
Module 6: Classification
- What is Classification and its use cases?
- What is Decision Tree?
- Algorithm for Decision Tree Induction
- Creating a Perfect Decision Tree
- Confusion Matrix
- Implementing Linear Random Forest in R
- Implementing Navies Bayes model in R
- Implementing Support Vector Machine in R
Module 7: Unsupervised Learning
- What is Clustering & its Use Cases?
- What is K-means Clustering?
- What is C-means Clustering?
- What is Canopy Clustering?
- What is Hierarchical Clustering?
- Implementing K-means Clustering in R
- Implementing C-means Clustering in R
- Implementing Hierarchical Clustering in R
Module 8: Recommender Engine
What is Association Rules & its use cases?
What is Recommendation Engine & it’s working?
- Types of Recommendation Types
- User-Based Recommendation
- Item-Based Recommendation
- Difference: User-Based and Item-Based Recommendation
- Recommendation Use-case
- Implementing Association Rules in R
- Building a Recommendation Engine in R
Module 9: The concepts of text-mining
- The concepts of text-mining
- Text Mining Algorithms
- Quantifying text
- Implementing Bag of Words approach in R
- Implementing Sentiment Analysis on twitter Data using R
INR – 13,000/- [ Class Room Hands on Training ]
INR – 15,000/- [ Online Training LIVE]
3 Months (2 Hours per class)
Get a Call from us – ENROLL NOW
Gradation System: (on total marks obtained)
E Excellent Performer (90% – 100% marks)
A+ (80% – 89% marks)
A (70% – 79% marks)
B+ (60% – 69% marks)
B (50% – 59% marks)
C (not qualified – reappear all the modules)
Why Choose Indian Cyber Security Solutions ?
- Get trained from Industry Experts with 10 years of experience.
- Certificate recognized by government and private organizations in more than 160 countries.
- 100 % placement assistance
- Life time access to our online library “ HACKERS LAB ” containing case studies, video tutorials, interview questions.
Best Data Analyis & Machine Learning using R Training in Kolkata
Best Data Analysis & Machine Learning using R Training in Kolkata by Indian Cyber Security Solutions is the most demanded course in Kolkata as well as in India.
Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine learning focuses on the development of computer programs that can access data and use it learn for themselves.
The process of learning begins with observations or data, such as examples, direct experience, or instruction, in order to look for patterns in data and make better decisions in the future based on the examples that we provide. The primary aim is to allow the computers learn automatically without human intervention or assistance and adjust actions accordingly.
Machine learning engineers are some of the most in-demand jobs in artificial intelligence. They are most sought by companies and are immediately recruited for operations if found suitable. Machine learning engineers come with competencies on software, natural language processing, statistics, applied math and working knowledge of tools such as IntelliJ, Eclipse and more. If you are an AI aspirant, you might want to consider more about becoming a machine learning engineer. You can grow your career in Machine Learning field after completion of Data Analysis & Machine Learning using R Training in Kolkata. While Machine Learning became the buzzword very recently, the term artificial intelligence (AI) has been around for 60 years. At present, AI has become an integral part of how we bank, invest, and get insured. Some financial institutions have been investing in AI for years. Other firms are now beginning to catch up thanks to advances in big data, open-source software, and cloud computing, and faster processing speeds.
30 + certified Machine Learning Engineer will be your trainer for 3 months. We provide class room training for Machine Learning using R Training in Kolkata center and have online training facility for outstation and international students. Our training institute is located in the city of joy Kolkata famous for its food and IT industry located in Salt Lake. Indian Cyber Security Solutions is located in salt lake sector 2 Kolkata in between the IT hub Kolkata Sector V and Sector I surrounded by MNC’s like wipro, cognizant, TCS. The commercial market in Kolkata is also growing on a large scale due to demand from global companies. Salt Lake city kolkata have been the developing zone for new commercial hubs. Who has been to Kolkata or has some idea about the IT industry there is more than willing to make Kolkata his/her workplace for it is said to be one of the most economical metro cities but due to lack of growth opportunities they tend to move towards other cities such as Bangalore and Hyderabad. Let’s hope that things will be changing in coming years for the betterment of bengal as a whole. There is a great chance for young generation to build their career in Machine Learning field by doing Best Data Analysis & Machine Learning using R Training in Kolkata from Indian Cyber Security Solutions.
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