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#Demand Forecasting

Showing: 31 courses
NPTEL

Supply Chain Analytics

21 rewiews
Learn to optimize supply chains using analytics, forecasting, inventory management, network design, and decision-making under uncertainty. Gain practical skills for strategic planning and operational efficiency.
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40 Lesons
22 hours
On-Demand
Free-Video
Devika's Commerce & Management Academy

Business Economics

1 rewiews
Comprehensive overview of business economics, covering demand, supply, elasticity, forecasting, market structures, and break-even analysis. Ideal for competitive exam preparation and understanding core economic concepts.
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16 Lesons
3 hours 30 minutes
On-Demand
Free-Video
NPTEL

Economics - Management - Entrepreneurship

0 rewiews
In this course, we will be learning functions of Management, Demand forecasting, Exercises on Economics, Entrepreneurship and Decision making under Certainty, Risk and Uncertainty.
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50 Lesons
1 day 21 hours
On-Demand
Free-Video
NPTEL

Marketing Analytics

0 rewiews
Learn R programming and advanced marketing analytics techniques, including consumer behavior, segmentation, pricing, forecasting, and data-driven decision-making for business success.
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67 Lesons
1 day 5 hours
On-Demand
Free-Video
MLOps World: Machine Learning in Production

How to Iterate and Productionize Machine Learning Models with Speed

0 rewiews
Explore strategies to overcome deployment challenges and accelerate the productionization of machine learning models for faster impact.
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1 Lesons
34 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

What Every Product Manager Delivering AI Solutions Should Know

0 rewiews
Explore key insights for product managers in AI/ML, focusing on user adoption, team communication, and impactful solution development. Learn from industry experts' experiences and best practices.
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1 Lesons
50 minutes
On-Demand
Free-Video
Great Learning

Market Basket Analysis - Apriori Algorithm Explained - Time Series

0 rewiews
Learn market basket analysis, Apriori algorithm, sales prediction, text analysis, and sentiment analysis for business intelligence. Gain practical skills in data-driven decision-making and customer behavior prediction.
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9 Lesons
2 hours 56 minutes
On-Demand
Free-Video
Devika's Commerce & Management Academy

Managerial Economics and Financial Analysis

0 rewiews
Comprehensive guide to accounting, economics, and financial analysis, covering fundamental concepts, practical applications, and problem-solving techniques for beginners and professionals.
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56 Lesons
11 hours
On-Demand
Free-Video
Devika's Commerce & Management Academy

MEFA - BEFA for B.Tech Students

0 rewiews
Comprehensive economics and accounting course covering business fundamentals, financial analysis, and capital budgeting for B.Tech students. Includes practical problems and solutions.
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79 Lesons
20 hours
On-Demand
Free-Video
GERAD Research Center

Impacts of Different Contracts and Policy Constraints in a Distributional Robust Approach

0 rewiews
Explorez les solutions algorithmiques pour les problèmes d'équilibre à deux niveaux dans les chaînes d'approvisionnement décentralisées, en tenant compte de la demande dynamique et des contraintes environnementales.
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1 Lesons
35 minutes
On-Demand
Free-Video
Open Data Science

What's Japan Got to Do with World-Class Success in AI and Data

0 rewiews
Explore Japan's AI and data landscape, challenges, and opportunities across industries. Insights from DataRobot Japan's CEO on transformational projects and strategies for fast growth in a unique market.
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16 Lesons
46 minutes
On-Demand
Free-Video
Databricks

Intermittent Demand Forecasting at Scale Using Meta-Modeling - Deep Auto-Regressive Linear Dynamic Systems

0 rewiews
Discover Walmart's innovative solution for predicting demand of slow-moving items using meta-modeling, combining linear dynamic systems and deep auto-regressive networks for accurate forecasts across thousands of SKUs and stores.
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11 Lesons
28 minutes
On-Demand
Free-Video
Databricks

Implementing End-to-End Demand Forecasting with Databricks and MLflow

0 rewiews
Discover how to implement a scalable demand forecasting solution using Databricks and MLflow, improving retail efficiency and reducing food waste through accurate production and delivery planning.
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16 Lesons
36 minutes
On-Demand
Free-Video
IMSA

Mathematics in Supply Chain Management

0 rewiews
Explore mathematical models and optimization techniques for effective supply chain management, enhancing decision-making skills in inventory control and logistics.
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1 Lesons
57 minutes
On-Demand
Free-Video
GERAD Research Center

Demand Information Acquisition Strategy in a Dual Channel Supply Chain

0 rewiews
Explore demand information acquisition strategies in dual-channel supply chains, examining impacts on retailers, manufacturers, customers, and society.
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1 Lesons
1 hour
On-Demand
Free-Video
Australian Water School

Continuous Innovation: The Future of Water Delivery Data Science

0 rewiews
Explore data science innovations transforming water management, including demand forecasting and anomaly detection. Learn how to leverage data for improved efficiency and build a data-driven culture in your organization.
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10 Lesons
57 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Data-Driven Load Profiles and the Complex Dynamics of Electricity Consumption

0 rewiews
Explore data-driven load profiles and complex dynamics of electricity consumption, uncovering insights into energy usage patterns and consumer behavior.
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1 Lesons
54 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Machine Learning at Amazon by Rajeev Rastogi

0 rewiews
Explore machine learning applications at Amazon, from product recommendations to size prediction, with insights on challenges and innovative approaches in e-commerce AI.
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46 Lesons
1 hour
On-Demand
Free-Video
SK AI SUMMIT 2024

Data and Digital Tech Optimization for Field Operations - Case Study

0 rewiews
Discover how SK Rentacar leverages data analytics and digital technology to optimize Jeju car rental operations, predict market demands, and implement automated service processes for enhanced business efficiency.
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1 Lesons
25 minutes
On-Demand
Free-Video
Data Science Conference

Using AI to Solve Complex Business Problems: Optimizing Fashion Industry Markdowns

0 rewiews
Discover how AI-powered markdown optimization helped fashion retailers tackle inventory challenges during Covid-19, combining demand forecasting and linear programming for profitable stock clearance.
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1 Lesons
16 minutes
On-Demand
Free-Video
Data Science Conference

Riddles in Supply Chain Management - How AI Solves Them?

0 rewiews
Discover how AI revolutionizes supply chain management through optimized inventory, production planning, and demand forecasting, with practical applications in distribution and manufacturing.
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1 Lesons
26 minutes
On-Demand
Free-Video
Data Science Conference

Use Case in Demand Forecasting at Fortenova Group DataLab

0 rewiews
Discover how DataLab implements demand forecasting at Konzum and Mercator, from cloud data migration to modeling and industrialization, while exploring the evolution of this data analytics center of excellence.
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1 Lesons
28 minutes
On-Demand
Free-Video
Data Science Conference

Container Tracking and Demand Forecasting for Bosch Tools Supply Chain Operations

0 rewiews
Discover how BOSCH Power Tools leverages neural forecasting models in AWS cloud to optimize demand forecasting, reduce inventory costs, and enhance supply chain stability for millions of product time series.
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1 Lesons
28 minutes
On-Demand
Free-Video
Data Science Conference

AI-Enhanced Demand Forecasting and Supply Chain Planning Platform

0 rewiews
Discover how AI and GPT transform supply chain optimization through advanced demand forecasting, inventory management, and user-friendly chatbot integration for improved decision-making.
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1 Lesons
22 minutes
On-Demand
Free-Video
Eric Kimberling - Digital Transformation

How Artificial Intelligence Is Disrupting Supply Chain Management

0 rewiews
Explore AI's transformative impact on supply chain management, from demand forecasting to logistics optimization, enhancing efficiency and decision-making across the entire value chain.
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6 Lesons
14 minutes
On-Demand
Free-Video
Data Science Festival

AI Demand Forecasting: Building a Scalable Machine Learning System for Thousands of Products

0 rewiews
Explore ASOS's journey in building a scalable AI demand forecasting system, addressing challenges in ML modeling, data processing, and integration for improved stock management.
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1 Lesons
41 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Boosting Retail Margins: Price Optimization with Machine Learning

0 rewiews
Discover how machine learning revolutionizes price optimization in retail, boosting gross margins by 28%. Learn algorithms and techniques that led to significant revenue gains in a luxury retail experiment.
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1 Lesons
37 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

All You Need Is Consistent Promotions - AI-Driven Retail Demand Planning

0 rewiews
Explore AI-driven retail promotion planning, focusing on monotonicity and smoothness in demand estimation. Learn about Kinaxis' Optimize product and model-agnostic methodologies for consistent promotions.
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1 Lesons
42 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Vision, Mission and Strategic Management in Business

0 rewiews
Explore key business concepts including strategic approaches, value chains, demand forecasting, and profitability analysis to enhance organizational performance.
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1 Lesons
51 minutes
On-Demand
Free-Video
Data Science Festival

To Buy or Not to Buy: Predicting Shopper Behavior in Grocery Retail

0 rewiews
Explore demand modeling in grocery retail: forecasting sales, diagnosing performance, and optimizing pricing strategies. Learn key requirements, challenges, and solutions in this high-level overview.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

ML-Based Time Series Regression - Concepts from Demand Forecasting

0 rewiews
Explore ML-based time series regression for demand forecasting in retail. Learn to optimize replenishment and pricing using AI for accurate predictions and automated decision-making at scale.
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1 Lesons
2 hours
On-Demand
Free-Video