With the latest advances in technology, you can tap into a massive audience using all sorts of online and offline channels. However, these aren’t necessarily advantages. Without the right tools, it’s nearly impossible to figure out how and where to focus your marketing efforts. Automation makes marketing a lot less complex and exhausting. Implementing machine learning … [Read more...] about 3 Ways to Automate Marketing with Machine Learning
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A Beginner-Friendly Introduction to Reinforcement Learning
For those of you who are completely new to Reinforcement Learning, we've searched through beginner-friendly content across the internet and chose to feature this introductory video which we think presents one of the best technical but still understandable introductions to the field. In this very accessible video, Xander Steenbrugge talks about: the explosion of the … [Read more...] about A Beginner-Friendly Introduction to Reinforcement Learning
How Do AutoML Solutions Find The Optimal Machine Learning Models?
AutoML refers to techniques and tools which automate parts of the machine learning process, ranging from data collection and cleaning, to model development and testing, to production deployment and scaling. While the umbrella term does refer to a wide array of functionality, it’s most commonly used to refer to automated model selection and / or hyperparameter … [Read more...] about How Do AutoML Solutions Find The Optimal Machine Learning Models?
The Different Flavors of AutoML
In recent years, the demand for machine learning experts has outpaced the supply, despite the surge of people entering the field. To address this gap, there have been big strides in the development of user-friendly machine learning software (e.g. H2O, scikit-learn, keras). Although these tools have made it easy to train and evaluate machine learning models, there is still a … [Read more...] about The Different Flavors of AutoML
6 Technical Approaches For Building Conversational AI
How do you order toilet paper online? If you were using a modern graphical user interface (GUI), you would: Go to your computerOpen up a browserType in Amazon, then type "toilet paper" into the search windowSuffer analysis paralysis over the gazillion selections that pop upMake a choice but then be confronted with more choices over how many packs to getSign in if you … [Read more...] about 6 Technical Approaches For Building Conversational AI
Improving Marketing Attribution With Machine Learning (Interview with Max Sklar of Foursquare)
As part of our AI For Growth executive education series, we interview top executives at leading global companies who have successfully applied AI to grow their enterprises. Today, we sit down with Max Sklar, Head of Machine Learning Attribution at Foursquare. User attribution, especially between offline and online worlds, is a persistent challenge for marketers. Using novel … [Read more...] about Improving Marketing Attribution With Machine Learning (Interview with Max Sklar of Foursquare)
Transforming Industries By Combining AI & IoT (Interview With Kevin Scott, CTO of Microsoft)
As part of our AI For Growth executive education series, we interview top executives at leading global companies who have successfully applied AI to grow their enterprises. Today, we sit down with Kevin Scott, Chief Technology Officer at Microsoft. As the CTO of Microsoft, Kevin drives the technology giant’s AI strategy and services. In this interview, he focuses on the … [Read more...] about Transforming Industries By Combining AI & IoT (Interview With Kevin Scott, CTO of Microsoft)
Developing Hyperpersonalized Recommendation Systems (Interview with Jack Chua of Expedia)
As part of our AI For Growth executive education series, we interview top executives at leading global companies who have successfully applied AI to grow their enterprises. Today, we sit down with Jack Chua, Director of Data Science at Expedia. Jack has built automated trading systems for multi-million dollar investment portfolios, terabyte-scale recommender systems for … [Read more...] about Developing Hyperpersonalized Recommendation Systems (Interview with Jack Chua of Expedia)
Developing A Scalable Enterprise AI Strategy (Interview with Keith Strier of EY)
As part of our AI For Growth executive education series, we interview top executives at leading global companies who have successfully applied AI to grow their enterprises. Today, we sit down with Keith Strier, the Global and Americas AI Leader at Ernst & Young. Keith is responsible for EY’s global AI strategy and practice. He actively advises public and … [Read more...] about Developing A Scalable Enterprise AI Strategy (Interview with Keith Strier of EY)
Building Ethical & Responsible AI Technologies (Interview with Rumman Chowdhury of Accenture)
As part of our AI For Growth executive education series, we interview top executives at leading global companies who have successfully applied AI to grow their enterprises. Today, we sit down with Dr. Rumman Chowdhury, Global Lead for Responsible AI at Accenture, a leading global professional services company providing a range of strategy, consulting, technology & … [Read more...] about Building Ethical & Responsible AI Technologies (Interview with Rumman Chowdhury of Accenture)