Contact Us info@learnquest.com

??WelcomeName??
??WelcomeName??
photo

Thank you for your interest in LearnQuest.

Your request is being processed and LearnQuest or a LearnQuest-Authorized Training Provider will be in touch with you shortly.

photo

Thank you for your interest in Private Training.

We look forward to helping you develop the perfect training solution to help you meet your company's goals.

For immediate assistance, speak with one of our representatives using the chat module below. Otherwise, LearnQuest or a LearnQuest-Authorized Training Provider will be in touch with you shortly.

photo

Thank you for your interest in LearnQuest!

Now, you will be able to stay up-to-date on our latest course offerings, promotions, and training discounts. Watch your inbox for upcoming special offers.

title

Date: xxx

Location: xxx

Time: xxx

Price: xxx

Please take a moment to fill out this form. We will get back to you as soon as possible.

All fields marked with an asterisk (*) are mandatory.

Introduction to Data Science: Building Recommender Systems

Course content updated by LearnQuest
Price
2,495 USD
3 Days
DS-BRS-E1XC
Classroom Training, Online Training
Cloudera Training
Prices reflect a 22.5% discount for IBM employees.
Prices shown are the special AWS Partner Prices.
Prices reflect the Capgemini employee discount.
Prices reflect the UPS employee discount.
Prices reflect the ??democompanyname?? employee discount.
GSA Private/Onsite Price: ??gsa-private-price??
For GSA pricing, please go to GSA Advantage.
This course is eligible for the IBM Full Access Training Pass
Enroll today and save 10% on this course. Use promo code CLOUD10 when registering.
Working on a laptop
Gain access to IBM’s library of digital, on-demand courses for one low annual subscription fee
IBM Full Access Training Pass
$500 off any IBM Full Access Training Pass Option
See Offer
Get a 30% Discount on IBM Self-Paced Courses
See Offer

Class Schedule

Delivery Formats

Sort results

Filter Classes

Guaranteed to Run

Modality

Location

Language

Date

    Sorry, there are no public classes currently scheduled in your country.

    Please complete this form, and a Training Advisor will be in touch with you shortly to address your training needs.

View Global Schedule

Course Description

Overview

Data scientists build information platforms to ask and answer previously unimaginable questions. Learn how data science helps companies reduce costs, increase profits, improve products, retain customers, and identify new opportunities. Cloudera Universityâ??s three-day course helps participants understand what data scientists do and the problems they solve. Through in-class simulations, participants apply data science methods to real-world challenges in different industries and, ultimately, prepare for data scientist roles in the field.


 

Objectives

  • The role of data scientists, vertical use cases, and business applications of data science
  • Where and how to acquire data, methods for evaluating source data, and data transformation and preparation
  • Types of statistics and analytical methods and their relationship
  • Machine learning fundamentals and breakthroughs, the importance of algorithms, and data as a platform
  • How to implement and manage recommenders using Apache Mahout and how to set up and evaluate data experiments
  • Steps for deploying new analytics projects to production and tips for working at scale
     
  • Audience


     

    Prerequisites


       

    Topics

    Introduction

      Data Science Overview

      • What Is Data Science?
      • The Growing Need for Data Science
      • The Role of a Data Scientist

      Use Cases

      • Finance
      • Retail
      • Advertising
      • Defense and Intelligence
      • Telecommunications and Utilities
      • Healthcare and Pharmaceuticals

      Project Lifecycle

      • Steps in the Project Lifecycle
      • Lab Scenario Explanation

      Data Acquisition

      • Where to Source Data
      • Acquisition Techniques

      Evaluating Input Data

      • Data Formats
      • Data Quantity
      • Data Quality

      Data Transformation

      • Anonymization
      • File Format Conversion
      • Joining Datasets

      Data Analysis and Statistical Methods

      • Relationship Between Statistics and Probability
      • Descriptive Statistics
      • Inferential Statistics

      Fundamentals of Machine Learning

      • Overview
      • The Three Cs of Machine Learning
      • Spotlight: Naïve Bayes Classifiers
      • Importance of Data and Algorithms

      Recommender Overview

      • What Is a Recommender System?
      • Types of Collaborative Filtering
      • Limitations of Recommender Systems
      • Fundamental Concepts

      Introduction to Apache Mahout

      • What Apache Mahout Is (and Is Not)
      • A Brief History of Mahout
      • Availability and Installation
      • Demonstration: Using Mahoutâ??s Item-Based Recommender

      Implementing Recommenders with Apache Mahout

      • Overview
      • Similarity Metrics for Binary Preferences
      • Similarity Metrics for Numeric Preferences
      • Scoring

      Experimentation and Evaluation

      • Measuring Recommender Effectiveness
      • Designing Effective Experiments
      • Conducting an Effective Experiment
      • User Interfaces for Recommenders

      Production Deployment and Beyond

      • Deploying to Production
      • Tips and Techniques for Working at Scale
      • Summarizing and Visualizing Results
      • Considerations for Improvement
      • Next Steps for Recommenders

      Conclusion

        Appendix A : Hadoop Overview

          Appendix B: Mathematical Formulas

            Appendix C : Language and Tool Reference


               
            • HBase for Developers

              DBNS-105
              • Duration: 3 Days
              • Delivery Format: Classroom Training, Online Training
              • Price: 2,100.00 USD
            2020 Top 20 Training Industry Company - IT Training

            Need Help?

            Call us toll free at 877-206-0106 or e-mail us at info@learnquest.com

            Personalized Solutions

            Need a personalized solution for your training? Contact us, and one of our advisors will help you find the best solution to your training needs.

            Contact us

            Need Help?

            Do you have a question about the courses, instruction, or materials covered? Do you need help finding which course is best for you?

            Talk to us

            Self-Paced Training Info

            Learn at your own pace with anytime, anywhere training

            • Same in-demand topics as instructor-led public and private classes.
            • Standalone learning or supplemental reinforcement.
            • e-Learning content varies by course and technology.
            • View the Self-Paced version of this outline and what is included in the SPVC course.
            • Learn more about e-Learning

            Course Added To Shopping Cart

            bla

            bla

            bla

            bla

            bla

            bla

            Self-Paced Training Terms & Conditions

            ??spvc-wbt-warning??
            ??group-training-form-area??
            ??how-can-we-help-you-area??
            ??personalized-form-area??
            ??request-quote-area??

            Sorry, there are no classes that meet your criteria.

            Please contact us to schedule a class.
            Nothing yet
            here's the message from the cart

            To view the cart, you can click "View Cart" on the right side of the heading on each page
            Add to cart clicker.

            Purchase Information

            ??elearning-coursenumber?? ??coursename??
            View Cart

            Need more Information?

            Speak with our training specialists to continue your learning journey.

             

            Delivery Formats

            Close

            By submitting this form, I agree to LearnQuest's Terms and Conditions

            heres the new schedule
            This website uses third-party profiling cookies to provide services in line with the preferences you reveal while browsing the Website. By continuing to browse this Website, you consent to the use of these cookies. If you wish to object such processing, please read the instructions described in our Privacy Policy.
            Your use of this LearnQuest site affirms your consent to our use of session and persistent cookies to track how you use our website.