R Programming for Machine Learning

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Machine learning is a subset of AI and Data Science. It is an algorithmic approach of data mining and predictive modelling that enables software applications to become more accurate in predicting outcomes without being explicitly programmed. The essence is to ask your computer to self-learn massive data to look for hidden patterns. The Machine Learning approach of predictive data analysis is changing the traditional way how a company gets business insight from the company data. Consider taking the first step to get yourself prepared for the imminent Big Data era.



Training for your business?

TIME
Mon
8 weeks
19:30 -21:30
PREREQUISITES
None, but Basic Programming Encouraged
LANGUAGE
All course materials are prepared in English. Lectures are conducted in Cantonese (supplemented with English)
CERTIFICATE
- Digital (Linkedin, CV)
- Physical (Employer)

Overview


This is a practical course that will equip you with the R Programming techniques to get familiar with an array of popular machine learning models, ranging from the basic Multiple Linear Regression, K-Means Clustering, Random Forest to the advanced Artificial Neural Network and Convolutional Neural Network (CNN). In particular, you will understand why a computer can recognize your hand-written digits and an image with application of Deep Learning techniques.

It is worth mentioning that this is a unique course that combines Financial Data Analysis, Machine Learning and elementary Deep Learning techniques. You will learn from the basics and no programming skill is assumed.

To many people, data science is a difficult mathematical subject. Instead, we would not adopt a rigorous mathematical teaching approach during the curriculum. Our experienced trainer will use many life-like analogies to illustrate abstract concepts, you will certainly be able to learn Machine Learning Models with confidence and fun.

What you‘ll learn


Unit 1 :
"Coding for Absolute Beginners Guide"

Meet your Instructors and Support Team

Course Fees

Standard Price


Standard Tuition Fee


Course Features

This is for:

  • Anyone looking to supplement their current career with fresh skills in coding
  • Anyone interested in learning how computational thinking works
  • Anyone who wants to gain knowledge in predictive analytics
  • Anyone who wants a taste of Data Science
  • Startup Founders
  • Consultants who want to understand tech problems
  • Anyone who is worried about their job getting automated

You will get:

  • 8 weeks, 2 hours a week of class time
  • Interactive learning with R and related tools
  • Practical hands-on experience
  • The beginning of your machine learning portfolio
  • Expert instruction and mentorship
  • Implement solutions to data analytics problems with AI technologies
  • A digital and physical certificate to showcase your experience

A realm of possibilities:

  • New skills for your career
  • Pave the way for a new career as a Data Analyst or Data Scientist
  • Enhanced data analytics problem solving skills
  • For some, leverage a salary boost
  • A new network of like-minded professionals
  • The tools you need to improve or start your business

Course Schedule

CohortDateSeatsApply
12019 Oct
Full
In Progress

What do Students say about us

Certificate

You will receive the following certificate upon completing the course. Xccelerate certificates will be issued digitally for you to add to your LinkedIn as well as your CV and resume. Xccelerate certificates are recognised as the industry standard with hundreds of employers, start-ups and leading tech companies and enterprises. Xccelerate skills allow talent to up-skill fast, gain career advancement and industry recognition.

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Our Campus

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