Data Futurology - Leadership And Strategy in Artificial Intelligence, Machine Learning, Data Science

Data Futurology - Leadership And Strategy in Artificial Intelligence, Machine Learning, Data Science

By Felipe FloresTechnology
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Data Futurology - Leadership And Strategy in Artificial Intelligence, Machine Learning, Data Science episodes

  • #122 Optimising Conversational AI Dialogue Systems with Dr. Maria Aretoulaki - CEO

    DialogCONNECTION was founded in 2008 by our Director and Lead Consultant, Dr. Maria Aretoulaki. Maria has been designing Speech IVRs and Voice User Interfaces (VUIs) since 1996, long before Voice Assistants, but also before telephone self-service was mainstream. She got into Voice through a Post-Doc in Spoken Dialogue Management for Speech recognition applications, after having got a PhD and an MSc in NLP and Machine Learning and a BA (Hons) in Linguistics & English.

    In this episode, Dr. Maria explains how she started in the data space. When looking through the list of available master's degrees, she found one in machine translation and was utterly fascinated. Dr. Maria learned how to translate Spanish sentences into English sentences using machine translation. There are all sorts of rules and contexts that the machine needs to learn. For instance, because language is complex, it's difficult for a machine to pick out which sentences belong in the summary of an article. Humans can't even all agree on which sentences belong in a summary!


    Quotes:

    • “[To start your own company] You're never that prepared.”
    • “Usually we were approaching people to do a project, but rarely would "go live" materialise.”
    • “Flexibility, multitasking and resilience are the main lessons.”
    • “How you formulate a question is really important.”
    • “But also you get an insight into things you haven't even thought about.”
    • “Every single connection is valuable”

    • Read the full episode summary here: Episode #122

      Enjoy the show!

      1 hr 9 min
    • #121 The Strategic Importance of Data Warehousing and Analytical Software With Craig Rowlands – Senior Executive Information Management

      Craig Rowlands is the Senior Executive Information Management at Medibank. Craig’s role is to provide thought leadership, aligned with expertise in delivering pragmatic business focus information management solutions whilst leading improvements in the data landscape. Whilst at Medibank, Craig has transitioned Medibank from a legacy data management team to a cloud first data capability based on a DevOps methodology to provide Medibank with the right technology, process and people to achieve its long term aspirational objectives.

      He has an extensive background in data, commencing in the UK until he moved to Australia in 2011. Whilst in the UK Craig worked for blue chip banking and finance industry leaders such as Barclays, First Direct, GE and Hbos. His first role in Australia was with ANZ as Head of Decision Systems. Craig joined Medibank from Latitude Financial Services (formally GE) where as Head of Data Management he led a large team responsible for data strategy & design, data governance and business intelligence reporting.

      Quotes:

      • "You reach a crossroad in your career as an analysts where you either stay true to yourself and be a technician or you move into a leadership position role where you bring others along the journey."
      • "There is so much variety in data today. From the data science world to the reporting world to the information management world and all the roles in there. To become a good leader, my view was I needed to know at least a little bit about each area."
      • "[Helping the customer] is the outcome and the power that data can provide."
      • "So, my philosophy has always been I give them 2 or 3 small wins backed up by 1 big one. We keep the momentum going because that way we can keep the seed funding going."

      • Read the full episode summary here: Episode #121 


        Enjoy the show! 


        1 hr 1 min
      • #120 Natural Language Processing with Catherine Havasi – CEO

        Catherine Havasi's dream and mission are to give computers the ability to think about the world more like a person and less like a machine. Equally important is putting this innovation into practice in a way that effects real business outcomes and transforms our everyday lives. Catherine has twenty years of experience in directing and doing cutting edge research, operationalizing it, and using it to drive real results.

        In this episode, Catherine explains how she started in the data world.


        Read this full episode summary on our website: #120 Natural Language Processing with Catherine Havasi – CEO


        Enjoy the show!

        43 min
      • #119 Finding Success in Data-Driven Entrepreneurship with Dr. AnnMaria De Mars – President

        Dr. AnnMaria has a proven track record in founding successful businesses. 7 Generation Games is her fourth company and a spin-off of her consulting firm, The Julia Group. She was previously the president of R&R Consulting and Vice President of Spirit Lake Consulting, Inc. and is also currently CEO of the Julia Group. Both the Julia Group and Spirit Lake Consulting went on to generate over $1 million in contracts. She has authored grants that have received tens of millions of dollars in funding, including more than $30 million for Native American programs.

        Read this full episode summary on our website: #119 Finding Success in Data-Driven Entrepreneurship with Dr. AnnMaria De Mars – President


        Enjoy the show!

        49 min
      • #118 Smart Tech Meets a Smart Dr’s Passion to Solve Blindness with Andrew Bastawrous – Co-Founder & CEO

        #1 in our new Innovation and Entrepreneurship Series, Andrew is an Ophthalmologist (Eye Surgeon) and Associate Professor in International Eye Health at the London School of Hygiene & Tropical Medicine. He has worked and researched in over twenty countries, including two years living in Kenya, where he led a significant eye disease study and the development and testing of Peek.

        In this episode, Andrew reveals his own story and how he found out about his poor vision. When Andrew got glasses, his life completely changed.


        Read this full episode summary on our website: Smart Tech Meets a Smart Dr’s Passion to Solve Blindness with Andrew Bastawrous  – Co-Founder & CEO


        Enjoy the show!

        41 min
      • #117 Driving commercial opportunities at F1 with Max Métral – Senior Analytics Manager

        Max Métral is a self-motivated professional with a successful track record in data science and analytics cross-functional roles for worldwide organizations. In this episode, Max dives deep into his background and how he found his interest in data.

        Read this full episode summary on our website: #117 Driving commercial opportunities with Max Métral  – Senior Analytics Manager


        Enjoy the show!

        46 min
      • #116 Navigating The COVID-19 Landscape: Changes For Data Scientists in the Job Market

        In this episode, we hear a panel discussion from Stuart Garland- Director of Blink Recruitment and Data Futurology Director & Podcast Host, Felipe Flores. With the current pandemic drastically affecting the Australian Data Science market, it can feel scary and unknown to people who are looking for a new role or career change within the industry.


        Read this full episode summary on our website: Navigating The COVID-19 Landscape: Changes For Data Scientists in the Job Market


        Enjoy the show!

        49 min
      • #115 AI Ethics with Stephanie Kelley – PhD Candidate in AI Ethics at Queen's University, IEEE Ethically Aligned Design for Finance Working Committee Member

        At Queen's University, Stephanie Kelley is a Ph.D. Candidate in Management Analytics at the Smith School of Business. Her research focuses on the ethics of analytics and artificial intelligence in financial services. She uses methods from management analytics and organisational behaviour to understand the causes and prevention methods for AI ethics challenges.

        Stay tuned as Stephanie discusses measuring ethics, how countries are taking a stance on AI ethics, and why AI ethics are a competitive advantage.

        Read this full episode summary on our website: AI Ethics with Stephanie Kelley – PhD Candidate in AI Ethics at Queen's University, IEEE Ethically Aligned Design for Finance Working Committee Member

        Enjoy the show!

        41 min
      • #114 Grokking Artificial Intelligence Algorithms with Rishal Hurbans – Solutions Architect

        Rishal is a solutions architect at Entelect. Rishal founded Prolific Idea in 2015, where innovation is cultivated through research and technology. Prolific Idea has since launched a collaborative productivity platform, Hivemind, and is currently building a straight-through document processing platform, Viszen.tech.

        In this episode, Rishal dives deep into his story and explains how he got involved in the tech industry. Read this full episode summary on our website: #114 Grokking Artificial Intelligence Algorithms with Rishal Hurbans  – Solutions Architect


        Thank you to our sponsor:

        Fyrebox - Make Your Own Quiz!


        And as always, we appreciate your Reviews, Follows, Likes, Shares and Ratings. Thank you so much for listening. Enjoy the show!

        39 min
      • #113 Practices of the Python Pro with Dane Hillard – Author and Lead Web Application Developer

        Dane Hillard is a software engineer and web developer interested in education, biotechnology, and open source. Today, he shares about the exciting world of web development and how he started. Dane speaks about the future of web development.

        Read this full episode summary on our website: 

        >>> #113 Practices of the Python Pro with Dane Hillard – Author and Lead Web Application Developer



        Thank you to our sponsor:

        Fyrebox - Make Your Own Quiz!


        And as always, we appreciate your Reviews, Follows, Likes, Shares and Ratings. Thank you so much for listening. Enjoy the show!

        35 min

      About Data Futurology - Leadership And Strategy in Artificial Intelligence, Machine Learning, Data Science

      From the publisher's feed

      Artificial intelligence is a tremendously beneficial technology that's advancing at an incredibly rapid pace.