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    Why Attend

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    Pre-Conference Workshop

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    About Us

Reserve Your Space Without Obligation

This event was very informative and there were great ideas presented that I will be using to improve our forecasting process.
Barbara Thomas, Demand Planning Manager, Ecolab, Inc.

IBF’s 5th Annual Predictive Business Analytics, Forecasting & Planning Conference is a comprehensive program covering everything about predicting the future using new sources of data, methods, tools, talent management approaches, and more to become confident with our decision making and business plans.

Why YOU should Attend:

  • Understand how to create a data driven culture in your organization and win
  • Learn how to turn Big Data into valuable insights for better operations planning
  • Learn how to apply predictive analytics to the S&OP process for maximum impact
  • Learn how to use social media, point-of-sale (POS), syndicated data, and other attributes to predict sales
  • Gain knowledge on emerging technology tools for predictive analytics & business forecasting that are making organizations more profitable
  • Learn how to optimize inventory and customer service through improved business analytics
  • See the significant financial benefits that can result from improving the analytics capabilities within your organization
  • Learn how to mitigate risk through predictive analytics
  • And much more
Past Conference Schedule
Download Schedule (PDF, ~2mb)
  • Pre-Conference Workshop
    Apr 28, 2020
  • Conference Day 1
    Apr 29, 2020
  • Conference Day 2
    Apr 30, 2020
April 28, IBF Members Only
12:30 PM - 1:30 PM
Pre-Conference Workshop Registration
1:30 PM - 4:30 PM
Hands-On Data Science & Predictive Analytics - 1/2 Day Workshop

This workshop will provide practical tips to incorporate into your own organization, where you’ll learn to leverage the cutting-edge of analytics technology. We will focus on data science applications for forecasting and best practices using Python. Recent advances in forecasting, often called Predictive Analytics techniques, involve the use of Big Data, including analysis of textual data like that created by social media (Facebook etc.). In this workshop, you will fully develop and script your own analytics solutions while simultaneously learning Python and its capabilities. This ½ day masterclass will be especially helpful for demand planners and forecasters looking to implement the latest advancements and next-level techniques.

I. Introduction

II. Software Overview

  • Popular Data Science tools
  • Python 101

III. Environment

  • Reading and summarizing data
  • Merging data objects
  • Feature engineering
  • Installing and initiating packages

IV. Data Cleansing & Preparation

  • Feature Scaling
  • Univariate vs Multivariate Outlier Detection
  • DBSCAN clustering, anomaly extraction

V. Machine Learning Module 1 – Regression

  • Machine Learning Defined
  • Comparison to Statistical Methods
  • Artificial Neural Networks

VI. Model Optimization

  • K-Fold Cross Validation
  • Parameter Selection
  • Assessing model accuracy, stability
  • Combining models to improve accuracy

VII. Machine Learning Module 2 – Classification

  • Overview of Ensemble Modeling
  • Random Forest Trees

VIII. Machine Learning Module 3 – Advanced Topics

  • Gradient Boosted Trees
  • Explaining model behavior
  • Extended R Programming

IX. Data Visualization

  • Plotting Basics
  • Advanced Graphics

X. Topics of Exploration & Closing

5:00 PM - 7:00 PM
Early Conference Registration
Pricing
Super Early Bird Rate
(Expires in 33 days, 2 hours)
SILVER
$1,699.00
$1,499
GOLD
$1,849.00
$1,649
4TH FREE - GOLD GROUP
(4 PERSONS FOR PRICE OF 3)
$5,547.00
$4,947
GOLD CERTIFY PACKAGE
$3,049.00
$2,849
GOLD GROUP PACKAGE
(2 PERSONS)
$3,598.00
$3,198
SILVER GROUP PACKAGE
(2 PERSONS)
$3,298.00
$2,898
PREDICTIVE BUSINESS ANALYTICS CONFERENCE
APRIL 29-30, 2020
BREAKFAST and/ or REFRESHMENTS
LUNCH
EVENING COCKTAIL RECEPTION
APRIL 29, 2020
PRE-CONFERENCE DATA SCIENCE WORKSHOP
APRIL 28, 2020 (IBF Members ONLY)
IBF MEMBERSHIP (1 YEAR)
IBF CPF CERTIFICATION EXAMS
FUNDAMENTALS OF DEMAND PLANNING & FORECASTING BOOK
Put the IBF to Work for You!

Become an IBF Member and Start Improving Your Forecasting & Planning Performance Today.

The IBF Advantage:

IBF members include well-known company professionals that span a broad array of business sectors. By joining our organization, you can make certain that your company sets up the right forecasting & planning process and uses the best techniques available. Moreover, you can be sure that your forecasting and demand planning staff has the proper knowledge and skill set for success.

As an IBF member you receive:

  • A subscription to the Journal of Business Forecasting, which is primarily written by and geared toward practitioners.
  • Our Research Reports which include valuable benchmarking information and provide you with eye opening information on various topics in Business Forecasting and Planning.
  • Special discounts on our Conferences, Workshops, Training Seminars, Certification Program, as well as on any new products and services we will offer in the future.
  • Access to Journal of Business Forecasting Past Articles (FREE)Access to our growing online Knowledge section & Action Templates
  • Complimentary 1-day Tutorials at select Global events ($1000 USD Value)
Upcoming Events & Trainings
March 11, 2020
Germany, Frankfurt am Main
Meet-Up
February 10 – 12, 2020
Scottsdale, Arizona USA
w/ 1-day Supply Chain Planning Workshop...
June 18 – 19, 2020
Chicago, Illinois USA
...
Event Location
Harrah's Hotel
Poydras St, 228, New Orleans, Louisiana, USA
IBF Sleeping Room Special Rate: $219 (USD)/ night + tax
Group code: S05IBF9
Reservations: +1-877-466-7847

*Harrah's will assess a $15 fee for all reservations made via the telephone call center. This fee will not apply to reservations made via the internet.
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