PinnedJelal SultanovinDataDrivenInvestorReal-World Examples and Benefits — MLOpsMachine learning (ML) has the potential to transform businesses but realizing that potential requires a new approach to software…3 min read·Feb 3, 2023--1--1
PinnedJelal SultanovinDataDrivenInvestorWhat does a successful Data Scientist look like?TOP 3 skills necessary for a successful Data Scientist4 min read·May 4, 2021----
PinnedJelal SultanovWhat is not taught in object detection tutorials and books?False Positives/Negatives, True Positives/Negatives! How to annotate background images? Power of background images.5 min read·Dec 18, 2020--1--1
Jelal SultanovRevolutionize Your Machine Learning Workflow with AutoML.The Power of Automated Machine Learning on Google Cloud2 min read·Mar 7, 2023----
Jelal SultanovAutoML on Real-World Use Case: Predicting Housing PricesIn this article, we will explore how to use Google Cloud’s AutoML service to predict housing prices. The dataset used for this example is…4 min read·Mar 6, 2023----
Jelal SultanovMaximizing MLOps Efficiency with Vertex: Pro Tips for Success?How to leverage pre-built models, data versioning, model debugging, and Vertex AutoML to streamline machine learning operations.2 min read·Feb 18, 2023----
Jelal SultanovinDataDrivenInvestorThe power of PCA.What is it? Where and When is it used?4 min read·Apr 14, 2021----
Jelal SultanovinAI³ | Theory, Practice, BusinessWhat is Few-Shot Learning?4 min read·Aug 10, 2020--1--1
Jelal SultanovinAI³ | Theory, Practice, BusinessUnderstanding Autoencoders (Part II)What is the magic behind autoencoders? Giving code examples!5 min read·Jul 19, 2020----
Jelal SultanovinAI³ | Theory, Practice, BusinessUnderstanding Autoencoders. (Part I)Why we need Autoencoders? What they used for?4 min read·Mar 27, 2020--1--1