Hima10. Human in the Loop (HITL) Machine LearningWe have heard in the news of Microsoft’s Twitter chatbot turning racist, Tesla on Autopilot killing 2 people or Amazon’s internal AI…Aug 30, 2023Aug 30, 2023
Hima9. Model Metrics That Matter / AI Product ManagementHowdy friends! So far we have discussed how to choose the right problem to solve using AI, define the success metrics, how to create a…Jul 20, 2023Jul 20, 2023
Hima8. Common training data errors / AI Product ManagementIn the last post, we talked about building a dataset with the business problem in mind. In this post, we will discuss the common errors…Jul 10, 2023Jul 10, 2023
Hima7. How do we build a dataset with the business problem in mind? / AI Product ManagementA business operator or product manager/owner has a lot of domain knowledge and know-how about the product and can identify the areas within…Jun 29, 2023Jun 29, 2023
Hima6. Do we have the right data? / AI Product ManagementIn Machine Learning, the data is key to the performance of your model and hence the outcomes of your product. If you want a model to learn…Jun 24, 2023Jun 24, 2023
Hima5. Define success metrics to track / AI Product ManagementAccording to 2022 global research from Accenture, while the majority of organizations that use artificial intelligence (AI) are still…Jun 6, 2023Jun 6, 2023
Hima4. How to choose the right problem to solve? (Goldilocks problem) / AI Product ManagementIncorporating AI into the products in your organisation doesn’t mean utilising machine learning or deep learning algorithms to solve every…May 27, 20231May 27, 20231
HimaAI Product Management / 3. Start with the business goalsPart 3 of the AI Product Management series of blogsMay 17, 2023May 17, 2023
HimaAI Product Management / 2. Machine Learning Concepts & Basic AlgorithmsPart 2 of the AI Product Management series of blogsMay 10, 2023May 10, 2023
HimaAI Product Management / 1. Why is AI so relevant now?Part 1 of AI Product Management series of blogs wherein I share my learnings after working on a few AI projects. In this series of blogs, I…May 8, 2023May 8, 2023