Retail Analytics and Demand Forecasting Corporate Training
Forecast demand accurately and turn forecasts into stock decisions.
This instructor-led program gives your team the complete retail analytics toolkit: forecasting methods, demand drivers, accuracy measurement, and inventory translation, closing with a capstone that designs a forecasting center of excellence for your business.
Instructor-led group trainingVirtual / on-site / off-site10 languagesDelivered inEnglish, Spanish, Mandarin, German, Arabic, Portuguese, Hindi, French, Japanese, Italian100+ countriesWe have delivered inUnited States, United Kingdom, India, Canada, Germany, France, Netherlands, UAE, Saudi Arabia, Singapore, Australia, Japan, Brazil, South Africa and 90+ more countries
How we build a forecast-driven retail team
The Edstellar RETAIL ANALYTICS Capability Model
Diagnose
Assess your team's analytics maturity, forecast accuracy, and the planning gaps costing sales and margin.
Standardize
Define common forecasting methods, accuracy metrics, and review cadences your planners share.
Practice
Run guided labs on forecasting models, driver analysis, and replenishment planning with instructor feedback.
Measure
Track lab outputs and capstone designs against your forecast accuracy and availability goals.
Scale
Roll the program to more categories and banners with a shared forecasting practice.
Need more than one program?Get a group quote
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Program Overview: What is Retail Analytics and Demand Forecasting?
Retail Analytics & Demand Forecasting is Edstellar's instructor-led program for merchandising, planning, and analytics teams responsible for stocking shelves. Participants build retail analytics foundations, compare forecasting methods and model selection, and master demand drivers, promotions, and seasonality. Topics include forecast accuracy, bias correction, and turning forecasts into inventory and replenishment decisions.
Participants work on realistic retail data throughout. They select forecasting methods, build promotion-aware models, review accuracy and bias, calculate safety stock, and design store-level allocation in guided labs. Instructors coach each team through accuracy reviews and continuous improvement routines, challenging every modeling assumption with direct feedback. The program closes with a capstone: a forecasting center of excellence design with metrics and governance, built for a real retail business.
Retail teams often forecast on gut feel: promotions surprise planners, seasonal spikes cause stockouts, and excess inventory eats margin. This program teaches your team to choose the right forecasting methods, correct for bias, and connect forecasts directly to replenishment. Availability improves while working capital drops.
The capstone is a forecasting center of excellence blueprint: methods, metrics, bias reviews, and governance, designed for the team's own business and defended before reviewers. Planners return with a working forecasting practice their organization can run quarter after quarter.
Across six modules your team moves from analytics foundations to a forecasting center of excellence capstone. Guided labs cover method selection, promotion-aware forecasting, accuracy and bias reviews, safety stock math, and store-level allocation. The capstone asks each team to design a complete forecasting practice, with metrics and governance, for a real retail business and defend it in an instructor review, so the skills land ready to use.
What's Included in this Workshop for Your Enterprise Teams
- 1
Analytics foundations
Retail data, KPIs, and descriptive analytics.
- 2
Forecasting methods
From baselines to machine learning models.
- 3
Demand drivers
Promotions, pricing, and seasonality modeling.
- 4
Accuracy and inventory
Bias reviews, safety stock, and replenishment.
- 5
Capstone lab
Design a forecasting center of excellence.
- Instructor-led sessions, virtual, onsite, or hybrid
- 24 hours of guided hands-on labs
- Analytics templates: forecast models, accuracy trackers
- Tailored scenarios from your categories and banners
- Capstone forecasting practice design with review
- Post-program rollout support
Build your team's skills. Anywhere in the world.
Real-world use cases
from day one
Instructor-led training
for your teams
Delivered globally
in 100+ countries
Enterprise Training Solutions Customized for Your Company
One partner for instructor-led corporate training, delivered the way your teams work.
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Retail Analytics and Demand Forecasting Course Topics and Program Outline
Six modules move your team from retail analytics foundations to a forecasting center of excellence capstone, with guided labs at every step.
Built by Edstellar with retail analytics and demand planning practitioners
Built by professionals who forecast demand and plan inventory for retailers, shaped around your categories and channels.
We map your team's analytics maturity, forecast accuracy, and planning pain points so labs target your real availability gaps.
Instructor-led sessions with live demos cover retail data, forecasting methods, and the accuracy metrics that matter.
Guided hands-on labs where your team builds forecasts, models demand drivers, and plans replenishment with instructor feedback.
A capstone lab where your team designs a forecasting center of excellence for a real retail business.
24 hours of guided hands-on labs plus a full forecasting practice design capstone.
Delivered as
Delivered virtual, onsite, or hybrid to fit your team's schedule. Labs run in browser-based models and spreadsheets so skills transfer directly to your planning workflows.
Explore a sample retail dataset and build a KPI dashboard view for a category team.
learna)Retail data sources: POS, loyalty, supply chain
b)KPI hierarchies: sales, margin, inventory
c)Descriptive analytics for category teams
d)Building an analytics-ready data mindset
Compare forecasting methods on sample SKU data and select the best fit for each scenario.
learna)Time series basics: trend, seasonality, cycles
b)Statistical methods: moving averages to ARIMA
c)Machine learning forecasting approaches
d)Choosing models by data and decision context
Build a promotion-aware forecast for a seasonal category using driver-based modeling.
practicea)Promotional uplift and cannibalization
b)Price elasticity in demand models
c)Seasonality and event calendars
d)New product and short-lifecycle forecasting
Run a forecast accuracy review on sample data and design the corrective actions.
practicea)Accuracy metrics: MAPE, WAPE, bias
b)Forecast value-add analysis
c)Consensus forecasting and S&OP
d)Root-causing misses and improving models
Convert a forecast into a replenishment plan with safety stock for a multi-store sample.
practicea)Translating forecasts into order plans
b)Safety stock and service-level math
c)Replenishment parameters and review cycles
d)Allocation and store-level execution
Present your forecasting center of excellence design and defend the rollout plan in an instructor review.
applya)End-to-end forecasting practice design
b)Metrics, governance, and review cadence
c)Change plan for planners and merchants
d)Capstone review with instructor feedback
Customize this program tailored to your team?
Tell us your training needs: what your team already works with, the level they’re at, and the topics you want them to focus on. We’ll adjust the modules, duration and hands-on labs, and send you a customized outline for your group.
Key Skills and Outcomes Your Team Will Gain
Practical analytics and forecasting skills your team applies to its own categories right away.
Retail analytics foundations
Read retail data confidently and build KPI views that guide category decisions.
Forecasting method selection
Match methods to data and decision context, from simple baselines to machine learning.
Demand driver modeling
Model promotions, pricing, and seasonality so forecasts reflect what actually moves demand.
Forecast accuracy and bias control
Measure accuracy honestly, detect bias, and run reviews that improve forecasts over time.
Consensus forecasting and S&OP
Run cross-functional forecast reviews that align planning, merchandising, and supply.
Inventory and replenishment translation
Turn forecasts into safety stock, order plans, and store allocations that protect availability.
Forecasting practice design
Build the metrics, governance, and rollout plan for a lasting forecasting capability.
Teams that Benefit from this Retail Analytics and Demand Forecasting Group Training
Built for retail teams that own planning, buying, or supply. Content adapts to each cohort's roles and experience, so every group practices the analytics workflows it owns.
Forecast demand with rigor and confidence
Planners learn method selection, driver modeling, and accuracy reviews that lift forecast quality.
Workflow friction
- Method-by-habit forecasting
- Unmeasured forecast error
- Slow reaction to demand shifts
How the program helps
- Higher forecast accuracy
- Less bias in plans
- Faster planning cycles
Practice use cases
- method selection
- accuracy reviews
- driver modeling
- S&OP inputs
Buy and assort with data behind you
Merchants learn to use forecasts and analytics in buying, ranging, and promotional decisions.
Workflow friction
- Gut-feel buying
- Overcommitted promotions
- Slow-moving inventory
How the program helps
- Data-backed buying plans
- Smarter promo commitments
- Cleaner assortment resets
Practice use cases
- buy planning
- promo forecasting
- assortment analytics
- markdown timing
Turn forecasts into flowing inventory
Supply teams learn replenishment math, allocation, and the execution routines that protect availability.
Workflow friction
- Bloated buffers
- Allocation guesswork
- Stockout-driven firefighting
How the program helps
- Right-sized safety stock
- Smoother replenishment
- Higher on-shelf availability
Practice use cases
- safety stock
- replenishment
- allocation
- OTIF tracking
Grow categories with analytics
Category teams learn KPI hierarchies, driver analysis, and the reporting that guides range and space decisions.
Workflow friction
- Report overload
- Slow insight cycles
- Weak vendor data sharing
How the program helps
- Clearer category KPIs
- Faster insight to action
- Stronger vendor conversations
Practice use cases
- category KPIs
- driver analysis
- space analytics
- vendor reviews
Cohorts can mix roles; labs adapt to the analytics workflows each group owns.
Prerequisites: This program suits demand planners, merchandisers, supply chain, and category teams in retail and CPG businesses. Basic familiarity with spreadsheets and retail or CPG operations helps, but no prior statistics or data science experience is required. Each cohort works on scenarios matched to its own categories.
Planning analyst to forecasting practice lead
Each skill row maps to the modules where it is taught, so your team sees exactly how capability builds from foundations to the capstone practice design.
One program that grows with retail analytics careers, from KPI basics to forecasting practice ownership.
Different Teams, Locations, Time Zones, or Languages? We've Got You Covered.
Whether your teams are spread across countries, time zones, languages, or experience levels, we deliver tailored training programs that ensure a consistent learning experience across your global workforce.
Certificate of Training Completion.
On successful completion, employees receive an Edstellar course completion certificate, recognizing their commitment to ongoing learning and professional development. It validates the skills they have built and motivates them to keep growing and contribute to organizational success.
Earned, not attended. Awarded on completion of all hands-on labs and the capstone project.
Training Delivery Modes: Onsite, Virtual and Hybrid
Choose the format that fits your teams and their planning calendars.
Onsite Training
The instructor comes to your location and runs every module, including the capstone, with your teams in the room.
- Instructor at your location
- Labs on your category data
- Team-based capstone work
- Direct stakeholder access
Live Virtual Training
Fully live online delivery with breakout labs, shared models, and real-time instructor feedback on every exercise.
- Live instructor, no recordings only
- Breakout rooms for lab work
- Shared screen model walkthroughs
- Digital capstone review
Hybrid Training
Blend live virtual sessions with onsite lab days, so distributed teams learn together and practice side by side.
- Live instructor across both formats
- Onsite days for capstone labs
- Shared models and templates
- One cohort, one schedule
Need a customized training format that works for your team?
Our training delivery is customized to your team's schedule, full days, half days, sessions spread across weeks, or modular formats. Share your preferred timeline, and we'll plan the training around it.
Frequently Asked Questions
Share your team size and preferred dates through the request form and our advisors will send a tailored proposal within one business day.
Yes. A short discovery call helps us map your categories, planning maturity, and analytics goals before we finalize the plan.
Yes. The program runs fully live online with breakout labs and shared models, led by an instructor throughout.
Yes. Onsite delivery is available at your offices or planning centers, ideal for capstone days on your own data.
The program runs 24 hours across six modules, typically delivered over three to four days or in weekly blocks.
Question not answered here?
Put it in the request. A training specialist answers it directly, within one business day.
Where this Training Fits in Your Team's learning path.
Retail analytics and demand forecasting come second, after retail operations basics. Your team needs to understand stores, ranges and replenishment before forecasting demand. The path then moves into inventory optimisation and finally into retail and CPG operations shaped by AI.
RETAIL OPS BASICS
Retail Operations Management Training
Learn store operations, merchandising and replenishment, the context every retail forecast serves.
FORECAST DEMAND
Retail Analytics & Demand Forecasting Training
Analyse sales, basket and promotion data and forecast demand by product, store and season.
OPTIMISE INVENTORY
Inventory Optimization & Multi-Echelon Planning Training
Use demand forecasts to set stock levels across stores, warehouses and supply tiers.
AI-ERA RETAIL
Retail & CPG Operations in the AI Era Training
Apply AI across retail and CPG operations, from pricing and assortment to supply decisions.
Why Choose Edstellar as Your Retail Analytics and Demand Forecasting Corporate Training Provider
Edstellar delivers instructor-led retail analytics training shaped around your categories, your banners, and your planning goals.
EXPERT TRAINERS
YEARS DELIVERING
ORGANIZATIONS TRAINED
CERTIFIED
Tailored
Scenarios, labs, and the capstone are shaped around your categories, banners, and planning calendars.
Proven Methodology
A learn, practice, apply arc moves your team from analytics basics to a forecasting practice design in 24 hours.
Practice-Based Learning
Guided labs build real skill, from forecasting models and driver analysis to replenishment planning.
Expert Trainers
Instructors with retail planning experience bring field-tested forecasting judgment to every session.
Global Scale
We deliver to distributed retail teams with consistent curriculum and shared templates.
Measurable Outcomes
Lab reviews and the capstone design show exactly what your team can forecast and improve after the program.
Connect Retail Forecasting Decisions to Replenishment and Measurable Accuracy
Edstellar connects retail forecasting techniques with the replenishment decisions they inform. Participants compare methods, model promotional and seasonal effects, investigate bias, and calculate inventory requirements using sample data. A forecasting governance design brings analysis and operating routines together, with feedback on accuracy measures, corrective actions, and accountable planning.
- Step 01
Consult
We review spreadsheet confidence, category planning responsibilities, and recurring forecast bias to identify gaps in method selection, promotion modeling, and replenishment decisions.
- Step 02
Plan
Retail data analysis leads to forecasting methods, seasonal and promotional drivers, accuracy review, safety stock, and forecasting governance design.
- Step 03
Align
Demand-planning expertise is aligned with merchandising and supply chain roles, keeping statistical explanations accessible and spreadsheet work appropriate to the cohort.
- Step 04
Customize
Sample SKU histories and multi-store scenarios reflect relevant categories, including seasonal demand and promotion effects that require explicit forecasting assumptions.
- Step 05
Execute
Participants compare forecasting methods, investigate bias, and convert demand estimates into replenishment plans, with feedback on model suitability and stock assumptions.
- Step 06
Evaluate
We review forecast evidence and the center-of-excellence design for credible accuracy measures, corrective actions, planning ownership, and practical governance routines.
Also from Edstellar
Talent assessments
Psychometric, behavioral, leadership and 360-degree assessment.
→Training needs analysis
Needs analysis, gap identification, and a training roadmap.
→L&D consulting
Learning strategy, content, technology and ROI measurement.
→OD consulting
Org design, succession planning and cultural change.
→Managed training services
Training outsourcing, vendor management, logistics and administration.
→Coaching solutions
Executive and manager coaching that keeps skills in use.
Start an RFP shaped to your needs.
Answer three quick questions about team size, scope, and how often you need the program run, then send the request from the last step. Everything you choose travels with it, so you only fill this in once.
How many team members need training?
Retail Analytics & Demand Forecasting Training Packages & Pricing
Where L&D holds an annual budget, license packages price the whole year at once instead of raising a purchase order per workshop. Hours and licenses are pooled across teams, programs and locations, so unused capacity is not stranded in one department.
Starter
120
trainee licenses64 hours of group training
Tailored for SMBs
Growth
320
trainee licenses160 hours of group training
Ideal for growing SMBs
Enterprise
800
trainee licenses400 hours of group training
Designed for large corporations
Custom
Unlimited
trainee licensesDuration set by the rollout
Multi-region and multi-year
Training Packages & Pricing
Choose the training format that works for your team. Pricing is customized based on your requirements, cohort size, and delivery needs.
Request a Quote for Retail Analytics and Demand Forecasting Training for Your Team
Tell us about your teams and planning maturity, and we will tailor the program to your categories and forecasting goals.