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PODCAST

Value Driven Data Science: Boost your impact. Earn what you’re worth. Rewrite your career algorithm.

Dr Genevieve Hayes

Are you tired of spending hours mastering the latest data science techniques, only to struggle translating your brilliant models into brilliant paychecks? It’s time to debug your career with Value Driven Data Science. This isn’t your average tech podcast – it’s a weekly masterclass on turning data skills into serious clout, cash and career freedom. Each episode, your host Dr Genevieve Hayes chats with data pros who offer no-nonsense advice on: • Creating data solutions that bosses can’t ignore; •

technology

All Episodes

00:53:35

Episode 26: Data Storytelling and Data-Informed...

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2023/11/01

Genevieve Hayes Consulting Episode 26: Data Storytelling and Data-Informed Education Data science is only useful if it can create value. And one way that value can be created is by using data to influence decision-making. Yet, to influence decisions, data scientists need to effectively communicate the outcomes of their work – which is something many struggle with. This is because effective data science communication is about more than just rattling off

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01:02:55

Episode 25: The Risks of Applying Data Science to...

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2023/10/18

Genevieve Hayes Consulting Episode 25: The Risks of Applying Data Science to Financial Modelling Pretty much everyone has a retirement plan, but those plans aren’t always robust enough to see you through to the finish line of life. And part of that is a direct consequence of incorrectly applying data science principles to financial modelling.In this episode, Todd Tresidder joins Dr Genevieve Hayes to discuss the risks and limitations of using data

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00:54:43

Episode 24: AI and IP

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2023/10/04

Genevieve Hayes Consulting Episode 24: AI and IP If you look at the list of the greatest inventions of the 20th century, you’ll find they all have two things in common. From tea bags to toasters and from cell phones to cellophane, they all take the form of physical objects, and all are, or at least were, protected by patents.Yet, since the turn of the century, the nature of inventions has changed significantly. And many of the greatest inventions of

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01:04:58

Episode 23: Reinforcement Learning – The Other Type...

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2023/09/20

Genevieve Hayes Consulting Episode 23: Reinforcement Learning – The Other Type of Machine Learning Most Intro to Machine Learning courses cover supervised learning and unsupervised learning. But did you know there is also a third type of machine learning, which was used in the development of ChatGPT and is likely to become increasingly important in the not too distant future?In this episode, Prof Michael Littman joins Dr Genevieve Hayes to discuss

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01:03:49

Episode 22: Software Engineering for Data Science

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2023/09/06

Genevieve Hayes Consulting Episode 22: Software Engineering for Data Science Data science sits at the intersection of Computer Science and Statistics, so it comes as no surprise that many of the best data scientists have a computer science or software development background. And those that don’t? Well, there’s a lot they can learn from software developers.In this episode, Ethan Garofolo joins Dr Genevieve Hayes to discuss techniques from software

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00:54:37

Episode 21: Responsible Data Sourcing for AI Model...

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2023/08/16

Genevieve Hayes Consulting Episode 21: Responsible Data Sourcing for AI Model Building The saying goes that if you’re not paying for the product, then you are the product. And every time you interact with the digital world, there’s a good chance your data is going to be harvested for some alternative use.In this episode of Value Driven Data Science, Dr Kate Bower joins Dr Genevieve Hayes to discuss the data rights of consumers and what data scientists

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01:00:36

Episode 20: Using Data Science to Live Better for Longer

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2023/08/02

Genevieve Hayes Consulting Episode 20: Using Data Science to Live Better for Longer We all want to live long, happy and healthy lives, and in the age of technology, it comes as little surprise that people are turning to data for help.Between smart watches, Oura rings and even just fitness apps like Strava, we’re all generating massive quantities of personal health and fitness data each day, sometimes literally in our sleep. But that data is only

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00:49:45

Episode 19: The Democratisation of AI and Data Science

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2023/07/19

Genevieve Hayes Consulting Episode 19: The Democratisation of AI and Data Science Once upon a time, data scientists needed to develop programming skills to rival those of software engineers, and this limited the ability of people without such skills to make use of AI. But recently, this has changed, with the huge number of no-code and low-code tools entering the market.In this episode, I’m joined by Geo George to discuss how start-ups are leading

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00:56:51

Episode 18: Making AI Commercially Viable

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2023/07/05

Genevieve Hayes Consulting Episode 18: Making AI Commercially Viable Many data scientists dream of using their skills to develop ground-breaking AI technology. Yet, few manage to translate their dreams into commercially viable products – or even know where to begin. In this episode, start-up founder Dr Jeroen Vendrig joins Dr Genevieve Hayes to discuss his experiences in developing AI-driven products, both in an academic setting and in a variety

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00:53:43

Episode 17: How to Avoid an AI Scandal

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2023/06/14

Genevieve Hayes Consulting Episode 17: How to Avoid an AI Scandal AI technology has now reached the point where it can potentially damage the reputation of an organisation, if improperly managed. As a result, many data scientists are now becoming very interested in understanding AI ethics and responsible AI.In this episode of Value Driven Data Science, Chris Dolman joins Dr Genevieve Hayes to discuss strategies organisations and data scientists can

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00:58:56

Episode 16: Improving the Data Science Customer...

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2023/05/31

Genevieve Hayes Consulting Episode 16: Improving the Data Science Customer Experience The launch of Chat-GPT turned the business world upside down and left many people wondering about the future of their careers. How do you compete against AI? One solution is by delivering a superior customer experience.In this episode, Dasun Premadasa joins Dr Genevieve Hayes to discuss why technical people often trip up when it comes to customer experience and what

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01:04:07

Episode 15: Graph-Powered Data Science

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2023/05/17

Genevieve Hayes Consulting Episode 15: Graph-Powered Data Science From social media to electricity grids and the internet itself, we live in a highly interconnected world. But traditional data science techniques don’t adequately allow for the relationships that can exist between data points in such networks. This is where graph data analysis comes into play. In this episode, Dr Alessandro Negro joins Dr Genevieve Hayes to discuss how data

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01:02:35

Episode 14: Building Your Authority in Data Science

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2023/05/03

Genevieve Hayes Consulting Episode 14: Building Your Authority in Data Science Data science is an in-demand skill. Yet, many data scientists find it challenging to get started in the industry and to differentiate themselves from other data scientists once they find a job.In this episode, Jonathan Stark joins Dr Genevieve Hayes to discuss how data scientists can find their niche and build a reputation as a data science

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00:44:29

Episode 13: Breeding Data Science Unicorns

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2023/04/19

Genevieve Hayes Consulting Episode 13: Breeding Data Science Unicorns “Data science unicorns” are those rare people who “understand the (data) problem they seek to resolve, have the mathematical expertise to analyse the problem and possess the computing skills to covert this knowledge into outcomes.” In fact, they are considered so rare that some people have suggested they don’t really exist. Yet, although nobody is born a

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00:58:16

Episode 12: The Role of Data in Environmental Justice

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2023/03/29

Genevieve Hayes Consulting Episode 12: The Role of Data in Environmental Justice Are you familiar with “environmental justice”? It’s all about equitable access to environmental amenities and the equitable distribution of pollution, and has its roots in the American Civil Rights movement of the 1960’s and 1970’s.In this episode, Robin Rotman and Amber Spriggs join Dr Genevieve Hayes to discuss the environmental justice

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00:54:19

Episode 11: Better Workplace Conversations for Data...

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2023/03/15

Genevieve Hayes Consulting Episode 11: Better Workplace Conversations for Data Scientists Data scientists are constantly being told of the importance of effective communication for their career success. But this advice typically translates to being able to communicate effectively the results of their work. One aspect of communication that is often overlooked is conversational communication.In this episode, Julia Lessing joins Dr Genevieve Hayes to

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00:45:56

Episode 10: ChatGPT and the Future of Human Computer...

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2023/03/01

Genevieve Hayes Consulting Episode 10: ChatGPT and the Future of Human Computer Interaction In December 2022, OpenAI released ChatGPT for public testing and within a week of its launch, the user count exceeded 1 million. For many, ChatGPT provided a first glimpse at what an AI-powered future might look like.In this episode, Dr Genevieve Hayes is joined once again by Dr David Joyner to discuss the implications of AI-driven technology, such as ChatGPT,

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01:04:28

Episode 9: Learning Data Science at Scale with OMSCS

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2023/02/15

Genevieve Hayes Consulting Episode 9: Learning Data Science at Scale with OMSCS What if you could get a Masters degree in Machine Learning for under US$8000, from a top US university, without quitting your day job or moving location? Georgia Tech’s pioneering Online Master of Science in Computer Science (OMSCS) program offers just that. In this episode, Dr David Joyner joins Dr Genevieve Hayes to discuss OMSCS, the world’s first MOOC-based

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01:05:10

Episode 8: Data Science in the Metaverse

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2023/02/01

Genevieve Hayes Consulting Episode 8: Data Science in the Metaverse Ever since Facebook rebranded itself as Meta, the term “metaverse” has entered everyone’s vocabulary, but there’s still a lot of confusion about what it actually is and how it’s likely to affect our lives in the future. In this episode, Romeo Cabrera Arévalo, a data scientist working in the immersive technology space, joins Dr Genevieve Hayes to answer these questions and

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00:59:12

Episode 7: Finding and Retaining the Best Data Talent

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2022/12/14

Genevieve Hayes Consulting Episode 7: Finding and Retaining the Best Data Talent Over the past decade, demand for data talent has grown exponentially, and this has had a massive impact on talent acquision in the data space. Employers of data professionals frequently cite talent acquisition as one of the biggest challenges they face in building their internal data capabilties. In this episode, Dr Genevieve Hayes is joined by data recruiter Joel

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