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  • Dynamic Pricing using Multi Armed Bandit(Reinforcement Learning)

Dynamic Pricing using Multi Armed Bandit(Reinforcement Learning)

  • Master the pricing dynamics with reinforcement learning.
  • Hands-on Python with fully worked out project code.

Created by Selva Prabhakaran

  • 10 Video Lessons

  • English

  • English captions

Validity Period: 365 days

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Already Subscribed? Click here to access your courses

  •  Course Certificate
  • Code Walkthroughs
  • Practice Data
  • Money Back if not satisfied
  • Algorithms explanation
  • 2h 26m of Self-paced videos
  • Downloadable resources
  • Q&A sessions with experts

What you will learn

01

Understand the Basics of
Dynamic Pricing

02

Introduction to Multi-Armed
Bandit Problems

03

Understand the fundamentals of
Reinforcement learning

04

Explore MAP algorithms: UCB,
Thompson Sampling, Epsilon
Greedy

05

Application of MAB in
Dynamic pricing

06

Hands-on Python with fully
worked out Project Code

Course Curriculum

7 Modules      |    15 Sessions     |    1 hour 47 min Total Time  

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Dynamic Pricing and Bandits

Sessions: 6 | Time: 45 min expand_more

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Greedy Algorithm

Sessions: 1| Time: 6 min expand_more

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Epsilon Greedy Algorithm

Sessions: 2| Time: 5 min expand_more

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Upper Confidence Bound

Sessions: 1| Time: 8 min expand_more

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Thompson Sampling

Sessions: 1| Time: 12 min expand_more

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Begin Experiments

Sessions: 3| Time: 25 min expand_more

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Improving the Algorithm

Sessions: 1| Time: 6 min expand_more

Requirements

  • Courses Page1 Basic Maths and Logical Reasoning
  • Courses Page1 Curiosity about Data Science
  • Courses Page1 Learning Mindset

Who should attend this course?

  • Future Data Scientists and ML Engineers

  • Product Managers, Program Managers, Scrum Masters working in ML/Data science project

  • Software/Data engineers interested in quantitative analysis

  • Software engineers interfacing with data science team

  • Executives who have to lead or interact with Data Scientists

Instructor

Selva Prabhakaran Principal Data Scientist

My name is Selva, and I am super excited to mentor you on this project!
I head the Data Science team for a global Fortune 500 company and over the last 10 years of my data science experience I’ve deployed 20+ global products. I’m also the Founder & Chief Author of Machine Learning Plus, which has over 4M annual readers.
I specialize in covering the in-depth intuition and maths of any concept or algorithm. And based on my existing student requests, I’ve put up the series of courses and projects with detailed explanations – just like an on the job experience. Hope you love it!

  • 4.5+Instructor rating

  • 200+ reviews

  • 10K+students

  • 15+ Courses

Validity Period: 365 days

Get Subscription

Already Subscribed? Click here to access your courses

  •  Workshop Certificate
  • Code Walkthroughs
  • Practice Data
  • Money Back if not satisfied
  • Algorithms explanation
  • 2h 26m of Self-paced videos
  • Downloadable resources
  • Q&A sessions with experts