We write in-depth about eCommerce, price monitoring and pricing strategies.
Product matching in Price2Spy Previous topic: (Part #6) Evaluating ML training results Next topic: (Part #8) Testing on various industries/languages This part was logically the most difficult to comprehend, at least for me. Let’s give it a try: We have 50K products...
Product matching in Price2Spy Previous topic: (Part #5) ML training Implementation Next topic: (Part #7) Post-processing How do you know if your ML model works fine? The answer is seemingly simple: you run all of the potential matching combinations through Random Forest...
Product matching in Price2Spy Previous topic: (Part #4) Preparing the ML training set Next topic: (Part #6) Evaluating ML training results Our very first implementation step was a bit non-standard. While most of ML is done in Python, Price2Spy is...
Product matching in Price2Spy Previous topic: (Part #3) For ML experts – why is product matching so difficult? Next topic: (Part #5) ML training Implementation This part was particularly tough. When performing the product matching, one would need to...
Product matching in Price2Spy Previous topic: (Part #2) Product matching via Machine Learning - Important decisions to be made Next topic: (Part #4) Preparing the ML training set This chapter is of technical nature, and it explains the difficulties Price2Spy’s...
Product matching in Price2Spy Previous topic: (Part #1) Product matching via Machine Learning - Introduction to the project Next topic: (Part #3) Product matching via Machine Learning - For ML experts - why is product matching so difficult? Before kicking the project...
Product matching in Price2Spy Previous topic: Abstract Next topic: Product matching via Machine Learning - Important decisions to be made In the last couple of years, we have all witnessed the rise of new technology - Artificial Intelligence, or as we in Price2Spy prefer...
Product matching in Price2Spy Next topic: (#Part1) Product matching via Machine Learning - Introduction to the project Price2Spy will soon be launching something no other price monitoring tool in the world offers – Product matching assisted by Machine Learning (ML). ML as an AI...
Repricing, or a more popular synonym dynamic pricing is one of the most used terms in today's business. However, when you google this term, you'll find numerous posts, but very general ones. That's why we decided to be on point. Knowing how it works it's great,...
Price2Spy clients are already familiar with the fact that when it comes to product matching we are so sensitive. We have 3 different methods; Manual matching, Automatch, Hybrid Automatch, and whatever method we advise, we always make sure to offer the best one based on your...