Sungkyunkwan University - Artificial Intelligence and Machine Learning for Business
- Offered byFutureLearn
Artificial Intelligence and Machine Learning for Business at FutureLearn Overview
Artificial Intelligence and Machine Learning for Business
at FutureLearn
Duration | 4 weeks |
Total fee | ₹1,564 |
Mode of learning | Online |
Credential | Certificate |
Artificial Intelligence and Machine Learning for Business
Table of content
- Overview
- Highlights
- Course Details
- Curriculum
Artificial Intelligence and Machine Learning for Business at FutureLearn Highlights
Artificial Intelligence and Machine Learning for Business
at FutureLearn
- Complete 90% of course steps and all of the assessments to earn your certificate.
Artificial Intelligence and Machine Learning for Business at FutureLearn Course details
Artificial Intelligence and Machine Learning for Business
at FutureLearn
Skills you will learn
More about this course
- On this course, you will understand how predictive analytics can be used to get useful information out of your data. You will identify how techniques like machine learning and data mining can help you become a data-centred project manager who can solve business problems, and drive revenue.
- Predictive analytics encompasses a variety of statistical techniques in big data analysis and machine learning.
- Alongside data science experts at Sungkyunkwan University (SKKU), you will get foundational training in the concepts and principles that underlie data science and statistical modelling techniques.
- The course will take you through a series of real-world business problems, solving each by using key predictive analytics methods.
- These include statistical methodologies and algorithms such as artificial neural networks, clustering, text mining, decision trees, and natural language processing.
- You will discover the essentials of machine learning, which can be a vital tool in analysing and making use of data.
- Discover the difference between supervised machine learning where you can collect data based on previous experience and unsupervised machine learning where you can find new data patterns.
- Along the way, you will learn how to use predictive tools to extract knowledge from data, connect actual business problems with data science solutions, and lead a data science-orientated team.
Artificial Intelligence and Machine Learning for Business at FutureLearn Curriculum
Artificial Intelligence and Machine Learning for Business
at FutureLearn
Data Analytic Thinking
Introduction
Independent variable vs. dependent variable
Quiz
What is predictive analytics?
Data analytic problems and solutions
Models and prediction
Innovation and quality.
Quiz
Supervised learning
Classification tree & Employee retention
Determinants of housing price
What is deep learning
Quiz
Unsupervised learning
Nearest neighbour & Breast cancer study
Distance measures
Clustering & Titanic survivors
Quiz
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