LATEST POSTS

Designing Meaningful Human Experiences by Kate O'Neill

BY James Gadsby Peet on November 29, 2019

In this #mtpcon London keynote, Kate O’Neill, founder of KO Insights, considers the question: How can humanity prepare for an increasingly machine, tech and data-driven future? Key Points We need to prepare society for an increasingly tech and data-driven future We must build products that create meaningful human experiences now and in the future To Read more »

Data Science and Digital Businesses by Ali Gulez

BY Andres Phillips on October 18, 2019

In this talk at ProductTank London, Ali Gulez, a data scientist at Trainline gives a lesson in data products and their impact on business. Ali takes us through the role of data science in an organization and dives deeper into the following key points: Data products Segmentation Hierarchy of needs Watch the video to see Read more »

They're Just Fancy Averages by Ben Fields

BY George Fletcher on August 22, 2019

In this ProductTank London talk, Ben Fields, formerly Lead Data Scientist at FutureLearn, looks at getting the most from the relationship between product managers and data people, working out people’s background understanding, the benefits of leading with a story, and how best to spread knowledge. There are three key aspects of how data science can Read more »

5 Machine Learning Lessons for Product Managers

BY Anna Buldakova on August 19, 2019

Artificial intelligence (AI) is probably the biggest commercial opportunity in today’s economy. What does it mean for us as product managers? We all use AI or machine learning (ML)-driven products almost every day, and the number of these products will be growing exponentially over the next couple of years. According to Crunchbase, in 2018 there Read more »

Data Science and Digital Businesses by Ali Gulez

BY Annie Witcombe on June 4, 2019

Machine learning data products can create significant value for businesses and their customers. For example, data products can enable customers to engage with more relevant content, facilitating and supporting repeat custom to the business. In this ProductTank London talk Ali Gulez discusses the critical intersection of data products and digital businesses, sharing his knowledge of machine Read more »

How Predictive Analytics can add Value to Applications

BY Sriram Parthasarathy on January 3, 2019

Every software application today is fighting for space in an increasingly crowded market, so software vendors need to differentiate their offerings with valuable features to avoid losing out to competitors. An increasing number of application teams are turning to predictive analytics as a source of competitive differentiation and additional value for end users. In fact, Read more »

Building Search Products With Machine Learning - Shakhina Pulatova

BY Julie Celia on September 3, 2018

In this talk, Shakhina Pulatova gets deep on the art of searching. She takes us through search basics, to what powers search products, and ends with why you should give creating search products a try. On Intent The act of searching means the user has a question that needs answering, so the first key principle Read more »

Using Deep Learning to Find Beautiful Photos by Alex Miller

BY Emily Tate on April 5, 2018

In this ProductTank San Francisco talk Alex Miller, one-time software engineer in the content understanding team at Yelp, gives us a case study of using machine learning (specifically deep learning) to provide a ranking system that surfaces the most beautiful photos of a business to the top of their page. Basic Photo Ranking You may know Read more »

Product Design in the Era of the Algorithm by Josh Clark

BY James Gadsby Peet on November 17, 2017

Machine learning has taken over huge parts of our world, from diagnosis of medical conditions to legal queries to beating human players in Go. How does this affect how we design, build, and manage products? In this insightful talk from Mind the Product London 2017, Josh Clark shares how we need to think about product Read more »

Building Products AI-First by Aparna Chennapragada

BY Martin Eriksson on July 14, 2017

This article is part of our AI Knowledge Hub, created with Pendo. For similar articles and even more free AI resources, visit the AI Knowledge Hub now. Over the last 5-10 years our computer’s ability to understand our voice commands and pictures have made dramatic leaps forward – from barely being able to understand simple commands Read more »