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Data Analytics with R Programming Certification Training
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Curriculum Designed by Experts
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Empower your team with Data Analytics with R Programming Certification Corporate Training from Multisoft Virtual Academy. This expert-led course covers data manipulation, visualization, and statistical analysis using R. Designed for corporate professionals, it ensures hands-on learning with real-world projects, enhancing data-driven decision-making. Gain industry-recognized certification and boost your team’s analytical capabilities.
Data Analytics with R training is a specialized course designed to teach participants how to perform advanced data analysis using the R programming language. This training covers data manipulation, statistical analysis, predictive modeling, and data visualization techniques. Aimed at equipping professionals with the skills to extract insights from data, the course emphasizes practical applications in real-world scenarios, making it ideal for those looking to enhance their analytical capabilities in various industries.
- Introduction to terms Business Intelligence, Business Analytics, Data, Information
- How information hierarchy can be improved/introduced
- Understanding Business Analytics and R
- Knowledge about the R language, its community, and its ecosystem
- Understand the use of 'R' in the industry
- Compare R with other software in analytics
- Install R and the packages useful for the course
- Perform basic operations in R using the command line
- Learn the use of IDE R Studio and Various GUI
- Use the ‘R help’ feature in R
- Knowledge about the worldwide R community collaboration
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- Various kinds of data types in R and their appropriate uses
- Built-in functions in R like seq(), cbind (), rbind(), merge()
- Knowledge of the various subsetting methods
- Summarize data by using functions like: str(), class(), length(), nrow(), ncol()
- Use of functions like head(), tail() for inspecting data
- Indulge in a class activity to summarize data
- dplyr package to perform SQL join in R
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- Steps involved in Data Cleaning
- Functions used in Data Inspection
- Tackling the problems faced during Data Cleaning
- Uses of the functions like grepl(), grep(), sub(), Coerce the data, uses of the apply() functions
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- Import data from spreadsheets and text files into R
- Import data from other statistical formats like sas7bdat and spss, packages
- Installation used for database import
- Connect to RDBMS from R using ODBC
- Basic SQL queries in R
- Basics of Web Scraping
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- Exploratory Data Analysis(EDA)
- Implementation of EDA on various datasets
- Boxplots
- Understanding the cor() in R
- EDA functions like summarize(), llist()
- Multiple packages in R for data analysis
- Fancy plots like the Segment plot, and HC plot in R
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- Data Visualization
- Graphical functions present in R
- Plot various graphs like tableplot, histogram, and Boxplot
- Customizing Graphical Parameters to improvise plots
- Understanding GUIs like Deducer and R Commander
- Introduction to Spatial Analysis
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- Introduction to Data Mining
- Understanding Machine Learning
- Supervised and Unsupervised Machine Learning Algorithms
- K-means Clustering
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- Association Rule Mining
- User Based Collaborative Filtering (UBCF)
- Item Based Collaborative Filtering (IBCF)
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- Linear Regression
- Logistic Regression
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- Analysis of Variance (Anova) Technique
- Sentiment Analysis: fetch, extract and mine live data from Twitter
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- Decision Tree
- Entropy
- Gini Index
- Pruning and Information Gain
- Algorithm for creating Decision Trees
- Bagging of Regression and Classification Trees
- Random Forest
- Working on Random Forest
- Features of Random Forest, among others
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- Analyze census data to predict insights on the income of the people based on the factors like age, education, work class, and occupation using Decision Trees
- Logistic Regression and Random Forest
- Analyze the Sentiment of Twitter data, where the data to be analyzed is streamed live from Twitter, and sentiment analysis is performed on the same
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Wide variety of trainings to suit business skill demands
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Free Data Analytics with R Programming Certification Training Assessment
Right from the beginning of learning journey to the end and beyond, we offer continuous assessment feature to evaluate progress and performance of the workforce.
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Data Analytics with R Programming Certification Training Certification
Multisoft Virtual Academy provides a globally recognized training certificate to the participants, after successful completion of a training program. The training certificates are recognized and accepted across the world.
Multisoft Virtual Academy's training certificate comes with lifetime validity.
Aspirants can directly enroll for the desired course from the Book Now Button in the course page. You can also connect on Whatsapp at +91 8130666206 to talk with a training advisor. Multisoft Virtual Academy also offers customized training programs on a wide range of domains and skills.
All training programs offered by Multisoft Virtual Academy are delivered by certified industry experts, who have years of experience in the relevant domains. Multisoft Global Subject Matter Experts impart knowledge on a wide variety of training courses through one –on-one and corporate training sessions.
Multisoft Virtual Academy training certification can help participants stand out in the competitive job market. Since the training certificates are internationally accepted, participants can showcase their skills and knowledge to employers across the world.
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Corporate training refers to a system of professional development activities provided to educate employees. The primary goal of corporate training is to enhance the skills, knowledge, and effectiveness of individuals and teams to boost overall business performance and efficiency.
Available programs include leadership training, technical skills development, soft skills enhancement, compliance, diversity and inclusion workshops, and role-specific certifications. These programs are tailored to industry needs and can address areas such as project management, communication, data analysis, and IT tools for professional and organizational growth.
Our training sessions can be delivered in various formats including online, in-person, and hybrid models. We utilize the latest technology to provide interactive webinars, virtual classrooms, and on-demand courses, as well as traditional face-to-face workshops.
Training customization begins with assessing business objectives, skill gaps, and workforce requirements. Programs are then designed to address these needs, integrating industry-specific content, hands-on learning, and relevant case studies. Customization ensures that training aligns with company goals and delivers measurable outcomes.
Sessions are led by experienced professionals, certified trainers, and subject matter experts with in-depth industry knowledge. Trainers use interactive methods, real-world examples, and hands-on activities to deliver engaging and impactful learning experiences tailored to participant needs.
We cater to industries like IT, healthcare, manufacturing, retail, finance, hospitality, and education. Our programs are tailored to meet the unique needs of these sectors, ensuring relevance and effectiveness for diverse organizational goals and workforce requirements.
Yes, participants receive certificates upon successfully completing our training programs. These certificates serve as recognition of the skills and knowledge gained during the training.
Registration can be completed online through our website. You can also contact our customer service team for assistance with registration and to discuss any specific training requirements or scheduling preferences. To contact Multisoft Systems you can mail us on enquiry@multisoftvirtualacademy.com or can call for course enquiry on this number+91 8130666206
We offer both group and individual training sessions. Individual training can be tailored specifically to a person’s role within the company, focusing on their particular development needs.
We understand that business needs can change, so we offer flexible scheduling options. If you need to reschedule a training session, we will work with you to find a new date that suits your team’s availability without additional rescheduling fees.
For any specific inquiries or detailed information about our training programs, you can contact our dedicated customer service team or training coordinators via phone (+91 8130666206), email (enquiry@multisoftvirtualacademy.com), or through our website’s contact form.
Corporate training improves employee productivity, fosters innovation, enhances job satisfaction, and ensures alignment with the company’s strategic objectives. It also helps organizations stay competitive in a rapidly changing business environment.
Absolutely. We provide remote training options that allow employees from different locations to join sessions simultaneously, promoting a unified learning experience.
Yes, many of our training programs focus on teamwork, communication, and collaboration, enhancing employees’ ability to work together effectively.
We prioritize flexibility to meet your needs, so there is no minimum team size required to start corporate training at Multisoft Systems. Whether you have a single participant or a large team, we offer tailored training solutions with all program inclusions to ensure a comprehensive learning experience.
Live virtual classrooms at Multisoft Systems are real-time, instructor-led online sessions designed to provide an interactive and engaging learning experience. Participants can interact with instructors and peers, just like in a physical classroom.
Blended learning at Multisoft Systems combines online and instructor-led training to deliver a personalized, flexible, and engaging education experience. Using tools like videos, apps, and hands-on projects, learners can study at their own pace, anytime and anywhere. This hybrid model enhances understanding, skill retention, and satisfaction, making it ideal for professionals seeking a stress-free learning approach.
Training session durations vary depending on the topic and depth. Programs can range from one-day workshops to multi-week courses. Specific timelines are customized to meet organizational schedules and learning objectives while ensuring thorough knowledge transfer.
Effectiveness is measured using pre- and post-training assessments, participant feedback, performance evaluations, and business impact analysis. These methods help track knowledge retention, skill improvement, and the practical application of training outcomes.
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