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“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.


As we enter the data age, leading organizations are leveraging advanced methods, models, and approaches to improve forecast accuracy, automate forecasting processes, and better understand consumer behavior. The results are tangible: increased cash-flow, reduced inventory, and improved customer service. IBF’s Advanced Demand Planning & Forecasting Boot Camp is a training program designed to give practitioners the tools to take business planning performance to the next level. This is both for practitioners looking to build models themselves, as well leaders who need to understand inputs and outputs to lead advanced analytics projects.

This program takes forecasters and demand planners beyond time series forecasting and opens up the world of AI and predictive analytics, allowing you to extract unprecedented value from the data your company holds, as well external data including social media, product reviews and much more. You’ll learn the different analytics models including Regression, Clustering, Artificial Neural Networks, Decision Trees and others, and how to prepare and manage data to leverage these next level techniques. This includes approaches that can be used for scenario planning and what-if analysis allowing you to react to whatever the future brings, including black swan events that provide the kind of extreme demand and supply shocks we saw in 2020 and 2021.

Why YOU should Attend:

  • Get expert instruction that takes you beyond Time Series forecasting to advanced analytics including AI, predictive analytics and machine learning.
  • Learn cause-and-effect techniques that drive unprecedented consumer insight and improved forecast accuracy.
  • Designed for both practitioners looking to use advanced models and leaders looking to understand the predictive analytics landscape.
  • Learn how to manage and prepare data for advanced analytics.
  • Put your questions to leading S&OP, Demand Planning, Forecasting, Predictive Analytics & Data Science professionals.
  • Gain concrete knowledge of your software’s capabilities and its ability to correctly interpret your software’s output, while understanding the techniques it uses.
  • Learn advanced Data Science applications with machine learning and predictive analytics for forecasting.
  • Learn advanced models like Regression, Decision trees, Clustering, Artificial Neural Networks and more.
  • Prepare for the Advanced IBF certification exams: ACPF
  • Earn 10 points towards IBF recertification
  • All this and much more...
Event Speakers
Sara Brumbaugh
Sara Brumbaugh
Ceres Analytics
Managing Principal

Sara Brumbaugh is Managing Principal of Ceres Analytics, a consultancy specializing in applied mathematics, statistics, and machine learning. Sara’s roots are in business forecasting: she’s worked with the IBF for over 20 years, and is the 2015 recipient of IBF’s Lifetime Achievement Award. Sara’s work in predictive analytics began with construction of forecast drivers to predict stock returns. Her recent work supported genetic brain research at Harvard Medical School. Other recent work includes, patent-pending algorithms to detect financial fraud, and genetic models to predict success of cancer chemotherapy. Sara holds a masters in Economics from Florida State University, and is a currently pursuing a second masters (Biology) at Harvard University.

Eric Wilson, ACPF
Eric Wilson, ACPF
Institute of Business Forecasting & Planning
Director – Thought Leadership

Prior Roles

  • Escalade Sports: Director of Demand Planning
  • Berry Plastics: Director of Demand Planning
  • Tempura Sealy International: Director of Demand Planning & S&OP

Industry Involvement

  • Frequent speaker and panelist for many executive forums and professional conferences
  • Written numerous articles in publications including The Journal of Business Forecasting and APICS Magazine
  • Author of the books Cultural Cycles and Predictive Analytics for Business Forecasting & Planning

Award

  • IBF Excellence in Business Forecasting & Planning

Certification

  • IBF Advanced Certified Professional Forecaster (ACPF)
Event Speakers
Sara Brumbaugh
Sara Brumbaugh
Ceres Analytics
Managing Principal
Eric Wilson, ACPF
Eric Wilson, ACPF
Institute of Business Forecasting & Planning
Director – Thought Leadership
Virtual Boot Camp Schedule
  • Boot Camp Day 1
    Nov 6, 2024
  • Boot Camp Day 2
    Nov 7, 2024
  • Boot Camp Day 3 (optional)
    Nov 8, 2024
Day #1: Introduction to Business Forecasting, Planning & Leadership
10:00 AM - 11:00 AM (ET)
MODULE 1: The Role of Predictive Analytics, Machine Learning and AI
  • To define Predictive Analytics & how it works
  • Clarify the current & future role of Analytics in demand planning, supply planning & forecasting
  • Increase understanding of how demand planners, supply planners & forecasters can utilize advanced models to take planning & forecasting more accurate & efficient
  • The steps for cleansing big data used in AI-related technologies
11:00 AM - 11:15 AM (ET)
Morning Break
11:15 AM - 11:30 AM (ET)
MODULE 2: Worst Practices in Predictive Analytics & Demand Planning
  • Identify common worst practices across processes, data analytics, people and technology
  • Understand myths about demand planning & forecasting
  • Understand what can go wrong if worst practices are followed
  • Increase understanding of how to avoid worst practices & implement best practices in all critical areas of demand planning and forecasting
11:30 AM - 12:00 PM (ET)
MODULE 3: Predictive Analytics and Business Forecasting Process
  • Understanding the 5 step process
  • Considerations and principles in defining a forecasting project or process
  • Training all types of models and the importance of data splitting
  • How to manage results and communicate technical forecasts
12:00 PM - 1:00 PM (ET)
Lunch
1:00 PM - 2:15 PM (ET)
MODULE 4: The Role of Data Analytics
  • Explain data analysis and how it enables predictive analytics
  • Clarify what constitutes big data and how to manage it
  • How to identify and techniques to manage data anomalies and issues
  • The importance and how to visualize data to find and communicate insights
2:15 PM - 2:30 PM (ET)
Afternoon Break
2:30 PM - 3:15 PM (ET)
MODULE 5: Building Predictive Analytics, Machine Learning Models
  • Learn different types of models and how they are used
  • Introduction to some of the most common advanced methods
  • Techniques to build strong models such as bagging and boosting
  • Tips and recommendation on how to build the right model
3:15 PM - 4:00 PM (ET)
MODULE 6: Cluster Analysis for Predictive Analytics, Forecasting
  • To define segmentation, classification, and clustering
  • How clustering is used in business forecasting and demand planning
  • Types of models and how they are commonly used for segmentation
  • The steps and fundamentals of K-means method
Pricing
Onsite Rate
(Expires in 0 days 0 hours)
SILVER PACKAGE
$1,099

Member’s discount: -$50

GOLD PACKAGE
$1,349
PLATINUM PACKAGE
$1,548

Member’s discount: -$50

DIAMOND PACKAGE
$1,798
4th FREE - DIAMOND GROUP
Best Value (Group) (4 persons for price of 3)
$5,394
DIAMOND ACPF CERTIFICATION PACKAGE
Best Value (+ACPF Certification)
$3,028
DIAMOND CPF CERTIFICATION PACKAGE
Best Value (+CPF Certification)
$3,048
DIAMOND GROUP PACKAGE
(2 Persons)
$3,546
PLATINUM GROUP PACKAGE
(2 PERSONS)
$3,046
ADVANCED FORECASTING BOOT CAMP
NOVEMBER 6-7, 2024
PREDICTIVE ANALYTICS & THE USE OF BIG DATA WORKSHOP
NOVEMBER 8, 2024
1 YEAR SUBSCRIPTION TO JOURNAL OF BUSINESS FORECASTING
(INCLUDED WITH IBF MEMBERSHIP)
ACCESSS TO 40+ YEARS OF ARTICLES AND IBF RESEARCH
(INCLUDED WITH IBF MEMBERSHIP)
COST OF FORECAST ERROR CALCULATOR
(BUILD BUSINESS CASE FOR PLANNING RESOURCES (INCLUDED WITH IBF MEMBERSHIP)
SIGNIFICANT DISCOUNTS AT FUTURE IBF EVENTS
(INCLUDED WITH IBF MEMBERSHIP)
FREE FORECASTING TUTORIAL AT SELECT IBF EVENTS
(INCLUDED WITH IBF MEMBERSHIP, $1000 Value)
BENCHMARKING RESEARCH REPORTS
(INCLUDED WITH IBF MEMBERSHIP)
ACPF CERTIFICATION EXAMS
3 EXAMS
CPF CERTIFICATION EXAMS
3 EXAMS
BOOK: PREDICTIVE ANALYTICS FOR BUSINESS FORECASTING & PLANNING
(FREE SHIPPING)
BOOK: FUNDAMENTALS OF DEMAND PLANNING & FORECASTING
(FREE SHIPPING)
Sponsors
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
February 3 – 5, 2025
Miami
w/ 1-Day Supply Chain Planning Workshop...