Machine Learning with R

R is an open-source, free programming language and environment for statistical computing, data analysis, and graphics. You will learn how to manipulate data, data visualization and build statistical models such as regression, clustering, classification and other modelling techniques with R.
Learn via
Classroom/Virtual
Duration
2 days or 4 evenings
Level
Advance
Type
Course
  • Overview
  • Prerequisites
  • Learning Outcomes
  • What's included
  • Course Outline

R is an open-source, free programming language and environment for statistical computing, data analysis, and graphics. R is becoming commonly used by data scientists, statisticians, analysts who need to make sense of data. Well designed for effective data handling and storage facility. This course introduces delegates to the R environment, delegates will learn how to manipulate data, data visualization and build statistical models such as regression, clustering, classification and other modelling techniques.

Knowledge of programming with R.

At the end of this course, you will be able to:
• Import a variety of data formats into R
• Iteration and evaluation of Data with R
• Clean & pre-process data in preparation for analysis
• Pre-process unstructured data for text-mining
• Partitioning Data for Modelling and Modelling Techniques
• Apply regression, clustering and classification in R

•Interactive training classes in 2 days (daytime timetable) or 4 evenings (evening timetable)
•Hands-on practice after the classes with a work-based assignment in 14-21 days
•Access to support by our mentors during the course period
•Pairview Certification for achieving this competency

• What Is Machine Learning
• Applications of Machine Learning
…and more.

• Types of Data
• Why Preprocess the Data
…and more.

• Finding Relation Between Variables
• Dimensionality Reduction
…and more.

• Clustering: K Means and Hierarchical
…and more.

• Regression: Logistic and Linear
• Classification: Decision Trees, Naïve Bayes, Random Forest, SVM
…and more.

• Introduction to NLP
• Reading Textual Data
…and more.

• Accuracy
• Precision, Recall, F-Score
…and more.

• K-Means Clustering
• Hierarchical Clustering
• Linear Regression
…and more.

What You Will Benefit From

Our expert knowledge and job-focused approach sets us apart in our quest to offer excellent services to our delegates and deliver on their career development goals.

Get Real Employable Skills

Our job-focused courses and quality curriculum is designed and taught by industry experts and highly experienced professionals, not academics, so you learn the high-impact skills that top companies want.

Gain Best Real-World Practices

Apply your skills in real time through interactive trainer-led practices during the classes, and after-class assignments. As you do so, you are empowered with the problem-solving skills and job market insights needed to capture most new job opportunities in this field or take your career to the next level.

Achieve Professional Certification

Obtain Pairview Certification for completing this course, recognised by many employers in the industry.

Personalised Support and Career Consultancy

You will have access to tailored support by our dedicated mentors while you learn and practise. Our mentors guide your learning and are focused on answering your questions, motivating you and keeping you on track. They also give you valuable advice on professional and career development.

What They Think

Personalised Career Development Add-ons

We provide Add-on Services customised for your needs at every step of your learning journey to ensure your success.

  • Project-based Work Experience
  • CV Surgery
  • Placement Support
  • Recruitment Coaching

Gain indispensable experience with our projects

Gain work experience by undertaking real-world projects deriving from our consultancy work with global corporate clients. You will work on some of the most popular problems faced by businesses across industry sectors.

Learn by doing leads to real skills mastery and business acumen competency.

 

PROJECTS BY THE NUMBERS

92%+   of delegates completed their projects with Merit or Distinction

4.6+   service ratings

 

PROJECT SERVICES

  • 2 months of work experience
  • Assigned Project Manager for supervision and support
  • Weekly support sessions
  • Project presentation and personalised feedback
  • Unlimited submissions and feedback loops
  • Practical tips and industry best practices

Perfect your CV with our bespoke CV Surgery

Marketing yourself effectively to employers is critical so you can get the job you want for the best pay possible.

We will work with you personally on a one-to-one basis to perfect your CV. We will ensure it is a clear and accurate picture of your capabilities, is professionally written, and can capture interest of most recruiters and bring maximum opportunities of job interviews for your relevant roles.

 

CV SURGERY BY THE NUMBERS

100%   of final CVs captured job opportunities in the first few days

4.9+   service ratings

 

CV SURGERY SERVICES

  • One personalised review and edit
  • Various templates sourced from successful job placements
  • Resume optimisation tips

Have access to our extensive recruitment network

We help our corporate clients solve skill shortage challenges and provide talent security in the hardest to find skill sets on the market. Gain access to the best job opportunities within our extensive recruitment network and channels.

 

PLACEMENT SUPPORT BY THE NUMBERS

98%+   of delegates got jobs or progressed their career upon completion

4.7+   service ratings

 

PLACEMENT SUPPORT SERVICES

  • Personal assistance in your job search
  • Job opportunities from our corporate partners
  • 1-on-1 calls
  • Helps expand your professional network

Maximise your job opportunities and salary negotiation

Our Recruitment Consultant will help you target the most potential, relevant job opportunities across all available channels for job interviews and provide you with all the necessary interview preparation and techniques to enable you to successfully manage interviews and salary negotiations.

The Consultant will cover responses to those awkward or sensitive questions you may be asked and work with you to increase your level of personal impact and credibility at referral meetings and interviews through role play and practice. You will learn to project what you have to offer calmly and with confidence.

 

RECRUITMENT COACHING BY THE NUMBERS

98%+   of delegates got jobs or progressed their career upon completion

4.7+   service ratings

 

RECRUITMENT COACHING SERVICES

  • Weekly recruitment consultancy sessions
  • Personalized feedback and career guidance
  • Demystifying the hiring process for you
  • Advice on recruitment tests
  • Advice on interview questions and techniques
  • Advice on negotiating job offers
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Machine Learning with R

£1,068.00£1,188.00

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