institute of Products

  AI Learning - H20 Driverless AI https://www.h2o.ai/products/h2o-driverless-ai/ Driverless AI: The Platform to Make Your Own AI AI and AutoML in a single platform AI to do AI Delivers insights and interpretability Customize and extend with 130+ open source recipes or your domain expertise Natural Language Processing Text data can contain critical information to inform better predictions. Driverless AI automatically converts text strings into features using powerful techniques like TFIDF, CNN, and GRU. Driverless AI now also includes state-of-the-art PyTorch BERT transformers. With advanced NLP techniques, Driverless AI can also process larger text blocks and build models using all available data and to solve business problems like sentiment analysis, document classification, and content tagging. Image Processing H2O Driverless AI delivers state-of-the-art image processing capabilities using over 30 pre-trained image transformers and models including (SE)-ResNe(X)ts, DenseNets, MobileN

  AI Learning - AWS Sagemaker    Amazon SageMaker helps data scientists and developers to prepare, build, train, and deploy high-quality machine learning models quickly by bringing together a broad set of capabilities purpose-built for machine learning. Amazon SageMaker JumpStart helps you quickly and easily get started with machine learning. The solutions are fully customizable and supports one-click deployment and fine-tuning of more than 150 popular open source models such as natural language processing, object detection, and image classification models. Popular solutions include: Extract & Analyze Data Automatically extract, process, and analyze documents for more accurate investigation and faster decision making. Fraud Detection Automate detection of suspicious transactions faster and alert your customers to reduce potential financial loss. Churn Prediction Predict likelihood of customer churn and improve retention by honing in on likely abandoners and taking remedial actions

  Agile Tools - JIRA https://www.atlassian.com/software/jira Jira is a proprietary issue tracking product developed by Atlassian that allows bug tracking and agile project management. Jira is a well-known project management tool. Create EPICS, user stories, and issues to manage your software development Stay on track – even when the track changes Use new roadmaps to sketch out the big picture, communicate plans with stakeholders, and ensure your team stays on the same page. Ditch the spreadsheets Keep every detail of a project centralized in real time so up-to-date info can flow freely across people, teams, and tools.

  A/B Testing - Optimizely, web tests, validate hypothesis https://www.optimizely.com Don’t guess, A/B test Test changes before rolling them out across your website. Learn what actually improves performance. Run multivariate tests, multi-armed bandits, A/B/n tests, backed by data science. Move the needle Quickly set up tests with our visual editor, measure with events and optimize for the metrics that matter the most to your business. Any marketer can do it! Increase revenue Convert more of your traffic into real world sales and conversions using experimentation. Use personalization to show them 1:1 custom touchpoints using data from your website.   CMS Content Cloud Content management system (CMS) Authoring & layout Headless API Approval workflows Explore the possibilities Ecommerce Commerce Cloud Multisite & multi-lingual Visitor targeting Project collaboration Inventory & order management Explore the possibilities Optimization Intelligence Cloud A/B testing & experim

  4S Method System, Strategy, Skills, and Scale I've very cleverly dubbed the '4S Method'

 

 https://berlin-product-people.com/product-owner-anti-patterns/amp/ Product Backlog and Refinement Anti-Patterns You can spot many of the Product Owner anti-patterns in the PO’s backyard — the Product Backlog and its refinement: Storage for ideas:  The Product Owner uses the Product Backlog as a repository of ideas and requirements. (A large Product Backlog is probably considered a sign of a “good” Scrum team: You are fully transparent, and this is proof of your usefulness to the organization. However, being “busy” does not equal value to customers and the organization. The additional noise created by the sheer number of issues may also cloud the detection of valuable items. Lastly, the Product Backlog size may have a crowding-out effect on stakeholders as they feel overwhelmed. The idea-inflated Product Backlog may impede critical communication with them as a consequence.) Part-time PO:  The Product Owner is not working daily on the product backlog. (The Product Backlog needs to repre