All in One Offer! | Access Unlimited Courses in any category starting at just $29. Offer Ends in:

Browse Library

  • Business Solutions
  • Become an Instructor
  • 0
    Shopping Cart

    Your Cart is empty. Keep shopping to find a course!

    Browse Courses
Get Unlimited Learning Access
$29
6 days left at this price!
30-Day Money-Back Guarantee

This plan includes

  • Instant access to 11,000+ online courses
  • Play & Pause Course Videos
  • HD Video Recorded Lectures
  • Learn on Mobile/PC/Tablet
  • Quizzes and Real Projects
  • Lifetime Course Certificate
  • Instructor Chat Support
  • Cancel Plan Anytime
Subscribe to Learnfly’s top courses
Get this course, plus 11,000+ of our top-rated courses for one year with Go Annually Plan.
$348 $244 a year Save 30%
6 days left at this price!
30-Day Money-Back Guarantee

This plan includes

  • Instant access to 11,000+ online courses
  • Play & Pause Course Videos
  • HD Video Recorded Lectures
  • Learn on Mobile/PC/Tablet
  • Quizzes and Real Projects
  • Lifetime Course Certificate
  • Instructor Chat Support
  • Cancel Plan Anytime
$29
$244
  • Basic theory of association rule mining
  • Basic metrics of association rule mining

   Welcome to the association rule mining course. This course is an introductory course. You will learn basic knowledge of association rule mining in this course.

  Association rule mining is a useful technique to explore associations between variables. It contributes to effective cross-selling and has been applied to construct recommender system in EC sites. We can use it not only in marketing analytics but also other fields in business analytics.

  This course intends to provide you with theoretical knowledge as well as python coding. Theoretical knowledge is important to understand the algorithm of data mining, and it can be a useful foundation for more advanced learning.

  This course consists of 4 sections. In the first section, you will learn what an association rule is. In Session 2, you will learn the basic metrics of association rule mining. Session 3 covers apriori algorithm that is a useful method to identify important associations between variables. Session 4 is a Hands-On chapter, where you will learn how to implement association rule mining in Python.

  I’m looking forward to seeing you in this course!

Source of Pictures:

Course Image: Gerd Altmann from Pixabay
PV:
- Beer: Hans Braxmeie from Pixabay
- Pretzel: Couleur from Pixabay
- Potatoes: RitaE from Pixabay
- Diaper: PublicDomainPictures from Pixabay

  • Knowledge of Python. Novice level is OK.
  • Beginners in association rule mining
View More...
  • Section 1 : What is Association Rule Mining? 6 Lectures 00:17:25

    • Lecture 1 :
    • Lecture 2 :
    • What is Association Rule Mining?
    • Lecture 3 :
    • Comparison with Similar Methods
    • Lecture 4 :
    • Basic Terms
    • Lecture 5 :
    • Basic Math: Set Theory
    • Lecture 6 :
    • What is Association Rule Mining?
    • Basic understanding of association rule mining
  • Section 2 : Basic Metrics 6 Lectures 00:32:23

    • Lecture 1 :
    • Support
    • Lecture 2 :
    • Basic Math: Conditional Probability
    • Lecture 3 :
    • Confidence
    • Lecture 4 :
    • Lift
    • Lecture 5 :
    • Comprehension
    • Lecture 6 :
    • Summary
  • Section 3 : Apriori Algorithm 6 Lectures 00:25:53

    • Lecture 1 :
    • The Role of Apriori Algorithm
    • Lecture 2 :
    • Apriori Principle
    • Lecture 3 :
    • Apriori Algorithm--Phase 1
    • Lecture 4 :
    • Apriori Algorithm--Phase 2
    • Lecture 5 :
    • Summary
    • Lecture 6 :
    • Apriori Algorithm
    • Check your understanding of Apriori Algorithm
  • Section 4 : Market Basket Analysis with Python 4 Lectures 00:26:08

    • Lecture 1 :
    • Dataset
    • Lecture 2 :
    • Data Preparation
    • Lecture 3 :
    • Basic Metrics
    • Lecture 4 :
    • Apriori Algorithm
  • Section 5 : Thank You! 1 Lectures 00:00:37

    • Lecture 1 :
    • Thank You!
  • How do i access the course after purchase?

    It's simple. When you sign up, you'll immediately have unlimited viewing of thousands of expert courses, paths to guide your learning, tools to measure your skills and hands-on resources like exercise files. There’s no limit on what you can learn and you can cancel at any time.
  • Are these video based online self-learning courses?

    Yes. All of the courses comes with online video based lectures created by certified instructors. Instructors have crafted these courses with a blend of high quality interactive videos, lectures, quizzes & real world projects to give you an indepth knowledge about the topic.
  • Can i play & pause the course as per my convenience?

    Yes absolutely & thats one of the advantage of self-paced courses. You can anytime pause or resume the course & come back & forth from one lecture to another lecture, play the videos mulitple times & so on.
  • How do i contact the instructor for any doubts or questions?

    Most of these courses have general questions & answers already covered within the course lectures. However, if you need any further help from the instructor, you can use the inbuilt Chat with Instructor option to send a message to an instructor & they will reply you within 24 hours. You can ask as many questions as you want.
  • Do i need a pc to access the course or can i do it on mobile & tablet as well?

    Brilliant question? Isn't it? You can access the courses on any device like PC, Mobile, Tablet & even on a smart tv. For mobile & a tablet you can download the Learnfly android or an iOS app. If mobile app is not available in your country, you can access the course directly by visting our website, its fully mobile friendly.
  • Do i get any certificate for the courses?

    Yes. Once you complete any course on our platform along with provided assessments by the instructor, you will be eligble to get certificate of course completion.
  • For how long can i access my course on the platform?

    You require an active subscription to access courses on our platform. If your subscription is active, you can access any course on our platform with no restrictions.
  • Is there any free trial?

    Currently, we do not offer any free trial.
  • Can i cancel anytime?

    Yes, you can cancel your subscription at any time. Your subscription will auto-renew until you cancel, but why would you want to?

63805 Course Views

1 Courses

Profile Summary: Dr. Takuma Kimura is an internationally recognized scholar in business and management fields. His expertise includes research in organizational behavior, and practical business analytics in human resource management and marketing. He teaches these subjects in universities and industrial companies. Professional Details: He published more than 10 academic papers in internationally prominent journals such as Journal of Business Ethics, International Journal of Management Reviews, Industrial Marketing Management. He is awarded as one of the World Top Reviewers from Publons, and as a Recognized Reviewer from European Management Journal. He is technically skilled for Statistical Analysis, Machine Learning, Data Science, Qualitative Analysis. And he has abundant knowledge in management theory, especially in organizational behavior and psychology.
View More...
  • Unmatched Variety and Value!
    Learnfly's monthly subscription offers unlimited access to a vast range of courses. Affordable pricing, compared to competitors, makes it the ultimate choice for continuous learning.
    Jessica M.

    4.7

    JM
  • Top-Notch Quality, Affordable Rates!
    High-quality courses with certified instructors make Learnfly stand out. The affordable pricing is a game-changer for those seeking premium education.
    Alex P.

    4.5

    AP
  • Certified Excellence Every Time!
    Learnfly's courses, taught by certified instructors, ensure top-notch learning experiences. The course completion certificates add significant value to one's skill set.
    Sarah R.

    4.3

    SR
  • Round-the-Clock Support!
    Learnfly goes the extra mile with 24/7 course support. Their dedication to helping students succeed is commendable.
    Ryan K.

    4.1

    RK
  • Learn Anywhere, Anytime!
    Whether on mobile, PC, or tablet, Learnfly's platform offers flexibility. Learning on the go has never been easier.
    Emily S.

    4.7

    ES
  • Job-Ready Skills!
    Learnfly's job-oriented courses equip learners with practical skills for the workplace. An investment in career growth!
    Jake M.

    4.2

    JM
  • Budget-Friendly Brilliance!
    Learnfly's pricing is a steal for the quality and variety of courses offered. Quality education without breaking the bank.
    Olivia T.

    4.5

    OT
  • Instructor Excellence Unleashed!
    Learn from the best with Learnfly's certified instructors. The platform ensures that knowledge is imparted by industry experts.
    Daniel L.

    4.0

    DL
  • Achievement Unlocked!
    Learnfly not only offers courses but also recognizes your efforts with course completion certificates. A sense of accomplishment with every course finished.
    Maya H.

    4.6

    MH
  • Learning Revolution!
    Learnfly's platform is a revolution in education. Access to unlimited courses at affordable rates is a game-changer.
    Ethan W.

    4.7

    EW
  • google-tensorflow-hands-on-with-python-latest

    Google TensorFlow Hands on with Pyt...

    By : UNP United Network of Professionals

    Lectures 51 Beginner 3:48:44
  • learn-elixir-programming-from-zero-to-hero

    Learn ELIXIR programming from Zero ...

    By : Pranjal Srivastava

    Lectures 35 Beginner 3:12:57
  • create-your-own-programming-language-from-scratch

    Create your OWN Programming Languag...

    By : Harshit Srivastava

    Lectures 6 Intermedite 0:42:43
  • getting-started-with-coding

    Getting started with coding

    By : Devansh ‎

    Lectures 27 Beginner 3:37:31
  • superb-python-course-become-certified-python-developer

    Superb Python Course - Become Certi...

    By : Paul Carlo Tordecilla

    Lectures 91 Beginner 2:49:20
  • c-from-the-beginning

    C# from the beginning

    By : Igor Evdokimov

    Lectures 31 Beginner 2:46:54

Students learning on Learnfly works with Fortune 500 companies around the globe.

Sign Up & Start Learning
By signing up, you agree to our Terms of Use and Privacy Policy
Reset Password
Enter your email address and we'll send you a link to reset your password.