Data Storytelling for Beginners
Explore effective data storytelling techniques, blending math, science, art, and communication, with real-world examples from Shopify's practices.
Recommendation Systems for Digital Out of Home Advertising
Explore probabilistic modeling for digital out-of-home advertising content recommendations. Learn strategies for effective ad distribution across digital screens and gain insights into data-driven decision-making for content selection and placement.
Changing the Face of Parking: Lessons Learned from SpotHero's Intelligent, Dynamic Rate Board
Optimize parking pricing with real-time data and machine learning. Learn how SpotHero revolutionized the $30B parking industry using IoT sensors and ML models for dynamic, minute-by-minute rate adjustments.
Using Constraint Programming to Improve Grocery Picking Efficiency at Loblaws
Explore constraint programming techniques to optimize grocery picking efficiency, reduce costs, and improve profitability in online retail operations.
The Framework for Great ML Products
Discover a framework for aligning ML projects with business goals, bridging the gap between data scientists and stakeholders.
The Risks of Excluding the Disengaged From Your Dataset
Explore the importance of inclusive datasets in machine learning for accurate predictions and reliable insights across various domains.
Optimal Beer Pricing: An Optimization Layer for Price Elasticities
Explore mathematical optimization for beer pricing, balancing profit, revenue, and market share objectives while considering price elasticities and model constraints.
Challenges and Learnings of Machine Learning at Scale
Explore challenges and learnings of training millions of models efficiently, optimizing costs, and achieving high-performance daily predictions in machine learning.
Creating an ML Model as a Business User
Validate use cases, build models, and develop business cases for ML deployment as a non-technical user.
Launching Scotiabank's Customer-Facing Chatbot - From Strategy to Implementation
Explore Scotiabank's journey in building and launching an in-house chatbot, from strategic planning to implementation, focusing on data-driven prioritization and cross-functional collaboration.
De-Risk Your AI Efforts by Removing Friction From Your MLOps Processes
Remove friction from MLOps processes to deliver trusted, agile, and controlled AI models faster. Learn strategies to overcome industrialization challenges and accelerate value delivery from analytics.
Creating an ISI Spinout: Maximizing Success and Raising Capital
Maximize startup success: Learn risk mitigation, funding strategies, and essential preparations for raising capital in this venture capitalist's guide to launching an ISI spinout.
Literate Statistical Programming for Reproducible Data Science
Learn a reproducible, auditable workflow for data science projects using Literate Statistical Programming principles, tools, and techniques for improved experimentation and iteration.
My Story as a Data Visualization Freelancer - Ups, Downs, and Lessons Learned
Discover the journey of a data visualization freelancer, exploring challenges, motivations, and valuable insights for success in the field.
Introduction to Dataverse for Low Database Maturity Businesses
Explore structured data organization with Dataverse, ideal for businesses with low database maturity seeking to enhance their data management practices.
Should I Become a Manager in IT?
Explore key decision points, essential traits, and training needed for a successful transition to IT management. Learn to support employees and drive organizational success.
Timespan Fact Tables: Handling Historical Data in Data Warehousing
Explore practical applications of Timespan Fact Tables for handling historical data, including row effective dates, expiration dates, and current row indicators.
Navigating Tech Job Interviews: Asking the Right Questions About Work Culture
Learn to ask insightful questions about work culture during tech job interviews, covering company values, team dynamics, work-life balance, and professional growth opportunities.
Fueling Your Future - Embracing the Rewards of Data Platform Community Involvement
Discover the benefits of active participation in the data platform community through speaking, volunteering, blogging, mentoring, and organizing, enhancing both personal and professional growth.
Power Query in 20 Minutes - How it Works
Explore Power Query's internals and gain a deeper understanding of this increasingly prevalent tool in Power BI and Fabric technologies.
Ageing Gracefully Through Tech: Addressing Ageism in the Technology Industry
Explore strategies to combat ageism and maintain relevance in the tech industry as an older professional. Learn to leverage experience and adapt to evolving technologies.