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Training
Forecasting and Predictive Analytics Certificate - Live Event
Oct. 7–Oct. 8, 2019
|
Corporate College, Bridgeton, MO
| Live online
Conference details

This certificate is Part 4 of the Data Analyst Certificates Bundle, a comprehensive five-part program that provides training and practical guidance on the topic of data analytics.

This Forecasting and Predictive Analytics Certificate event will teach you fundamental techniques used for predictive analytics: regression, classification, clustering, optimization, and simulation. Beginning with basic models for revealing and establishing relationships, you will learn to apply increasingly sophisticated modeling techniques for practical data analysis, as well as commonly encountered problems so you can determine the fit and usefulness for prediction of your models and apply them to typical business problems.

As you develop your understanding of applied predictive analytics, you'll learn how to perform basic forecasting using time-based data to predict future values from a model. You will also learn how to model and calculate scenarios based on distance and space. You will get practice with classification, including naive Bayesian classification; create basic decision trees; and use various techniques for clustering and linear optimization to solve common business problems; as well as learn techniques for assessing the effectiveness of your solutions.

Note: It is recommended that you complete the Data Analytics Modeling Certificate, or ensure you have equivalent knowledge and skills, before starting this certificate course.

Learning Labs: This is an interactive learning program that includes bonus hands-on learning labs that will expose you to the tools needed to implement an analytics practice in a practical way and equip you to deploy those tools as needed within your organization. You will practice using various technologies for preparing, analyzing and managing datasets in the real world. *Time spent on learning labs does not award CPE and completing learning labs is not a requirement for earning the certificate.

Digital Badge: On completion of this certificate event, you will receive a digital badge to share with your online professional network, which is available as a downloadable PDF certificate suitable for printing and framing.

Learning Objectives

  • Identify the different techniques of predictive analytics: regression, classification, clustering, optimization, and simulation.
  • Calculate varying types of regressions using R and Excel.
  • Apply classification and clustering algorithms.
  • Apply business process optimization to problems by identifying goals and constraints.
  • Analyze the various probabilities of outcomes by applying Monte Carlo simulation.
  • Calculate performance of predictive analytic algorithms.

Who Should Attend

  • Accounting and finance professionals, especially those interested in learning and applying data analysis techniques to help their organizations' make informed, data-driven business decisions.

Free Self-Study Course
A benefit of this live event purchase is access to the self-study material of the Forecasting and Predictive Analytics Certificate at no additional cost. If you decide to cancel the live event, access to the self-study material will be removed from your AICPA Store account and your refund will be prorated for any portion of self-study material completed prior to your cancellation. You can access the self-study material and learning labs by logging in to your AICPA Store account and going to My Purchases > My Online Learning.

Attendance options
Forecasting and Predictive Analytics Certificate - Live Event
Oct 07-Oct 08, 2019

Step away from your desk, and join us in Bridgeton, MO. You’ll interact directly with thought leaders and have the advantage of dedicated networking time with your professional community. (16 CPE credits).

Pricing:
Full Registration Rate
AICPA member: $1,395.00
Nonmember: $1,795.00
Agenda

Day One

8:30 AM - 9:00 AM

Registration & Breakfast

9:00 AM - 10:45 AM

Module 1: Bivariate regression

10:45 AM - 11:15 AM

Lab 1: Linear Regression in Excel - Big Mac and GDP

11:15 AM - 11:45 AM

Lab 2: Multiple Linear Regression in Excel - Ice cream consumption  

11:45 AM - 12:00 PM

Break (15 min)

12:00 PM - 1:15 PM

Module 2: Multivariate regression

 

Lab 3: Linear Regression in R - Big Mac and GDP*

 

Lab 4: Multiple Linear Regression in R - Ice cream consumption*

1:15 PM - 1:45 PM

Lunch (30 min)

1:45 PM - 2:20 PM

Module 3: Other regressions

 

Lab 5: Logistic Regression in Excel - Phone Plan change*

 

Lab 6: Logistic Regression in R - CPA Pass/Fail*

2:20 PM - 3:00 PM

Module 4: Forecasting in time

 

Lab 7: Forecasting in Time – Analyzing Quarterly Profit in Excel*

3:00 PM - 3:15 PM

Break (15 min)

3:15 PM - 4:15 PM

Module 5: Measuring Distance

 

Lab 8: Calculating Distances with Multiple formulas in Excel*

4:15 PM - 5:30 PM

Module 6: Classification k Nearest Neighbor (KNN)

 

Lab 9: K Means in Excel - Clustering Inventory for retail

 

Lab 10: K Means in R - Assessing Auditor Qualification*

Day Two

8:30 AM - 9:00 AM

Breakfast

9:00 AM - 10:00 AM

Module 7: Classification Naïve Bayes

10:00 AM - 10:15 AM

Break (15 min)

10:15 AM - 11:15 AM

Module 8: Classification Support Vector Machine

11:15 AM - 12:15 PM

Module 9: Classification Decision Trees

12:15 PM - 1:00 PM

Lunch (45 min)

1:00 PM - 2:00 PM

Module 10: Clustering

 

Lab 11: kNN in Excel - Assessing Auditor Qualification*

 

Lab 12: kNN in R - Assessing Auditor Qualification*

 

Lab 13: Simulation in Excel - Forecasting Profits*

2:00 PM - 2:15 PM

Break (15 min)

2:15 PM - 3:15 PM

Module 11: Optimization

3:15 PM - 5:00 PM

Module 12: Simulation

 

Lab 14: Hierarchical clustering in R - Housing Prices*

 

Lab 15: Simulation in R - Forecasting Profits*

* Labs are considered homework and are not factored into the length of the course. Labs should be completed outside of the training UNLESS the instructor chooses to weave a portion of the labs into the training day.

More details

Does your organization qualify for group registration?

If 10 or more individuals register for a single conference (or fewer people attend multiple conferences to total 10 or more registrations), you qualify for our group conference program. Benefits include:

  • Significant savings
  • Invoicing before or after event
  • Guidance through the registration process

Please reach out to the person in your firm that coordinates conference registrations to ensure you qualify for the best group discount. If you don’t have a firm contact or don’t know who that is, you can get more information or register your group by contacting conference group sales at: groupconference@aicpa-cima.com.

If you would like to register 2-9 individuals for a conference or to learn more about group registrations, please contact the AICPA customer service team at 888.777.7077 or conference group sales at groupconference@aicpa-cima.com.

On-Site/Flex Pass Conference: You may cancel without penalty if cancellation request is received up to and including 45 days prior to the start of the conference. Due to financial obligations incurred by the AICPA, a credit less 50% of the registration fee will be issued for requests received up to and including 21 days prior to the start of the conference. No refunds or credits will be issued on cancellation requests received less than 21 days prior to the start of the event.

For more information about AICPA's conference cancellation policy, contact the AICPA Service Center at 1-888-777-7077 or service@aicpa.org.

Resolution of Disputes

Transactions at this site are covered by binding arbitration. Any controversy or claim arising out of or relating to the use of this Web site that cannot be settled to your satisfaction by our member satisfaction team shall be settled by arbitration in New York, New York. Such disputes will be administered by the American Arbitration Association (https://www.adr.org/), 335 Madison Avenue, 10th floor, New York, New York 10017-4605, (800) 778-7879, in accordance with its Arbitration Rules, and judgment upon the award rendered by the arbitrator(s) may be entered in any court having jurisdiction thereof.

Should you feel that there has been a breach to the integrity or security of this site, please contact the service center immediately at 888.777.7077.

Ratings and reviews
PRICING SUMMARY
Forecasting and Predictive Analytics Certificate - Live Event (In person)
$1,395.00–$1,795.00
$1,795.00
CREDIT INFO
CPE credits
Training
: 16.0
NASBA Field of Study
Statistics
Level
Intermediate
Prerequisites
Recommended: Complete the Data Analytics Modeling Certificate or ensure you have equivalent knowledge and skills.
ADVANCE PREPARATION
None
Delivery Method
Group Live

Location & Accommodations

Location:

3221 McKelvey Road
Bridgeton, MO 63144

Hotels:

3099 Rider Trail S.
Bridgeton, MO 63044

13735 Riverport Dr.
Maryland Heights, MO 63043

13615 Riverport Dr.
Maryland Heights, MO 63043

Dress code:

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