Tech On Trial

Tech On Trial

By Apogee SuiteTechnology
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Tech On Trial episodes

  • The Future Of Retail

    Is retail as we know it dead?

    COVID-19, Data, AI and Technology is accelerating change in the retail experience.

    This week on the All Things Data Podcast Jansen and Victor discuss the future of retail:

    - Amazon Go
    - The rise of Phygital retail
    - Malls
    - Flu tracking?
    - New ways retailers are using your data for a better experience

    31 min
  • How Data Changed HR

    When do I get my raise / promotion / secondment?

    Find out data is changing the way companies evaluate, compensate and measure their employees.  

    (Hint: it's not the dreaded annual review)

    This week Jansen and Victor discuss the shift in the way HR operates, the death of the annual review and how we measure workplace productivity.

    31 min
  • How Data Changed Professional Sports

    This week we look at how data has changed the world of sports.  From team building, player evaluation and gaining that competitive edge, data is helping professional sports team look at the game differently.  

    Victor and Jansen discuss the rise of the 3 pointer in the NBA, Moneyball in the MLB and F1 tuning to explore how a few numbers can change it all.

    40 min
  • Training: What is it, why we need it and how does it work in the world of Machine Learning & AI

    One of the big reason we're able to unlock AI is because of the amount of data we have in the world today.  The Machine Learning models we build use this reference data to predict outcomes, this is why it's called training data.  

    This week Victor and Jansen unpack:

    - How we use data to predict outcomes

    - Caveats and watch outs about the data we choose
    - The cost of training and resources
    - Transfer learning and how we can leverage pretrained models


    34 min
  • Will AI eat our lunch?

    Critics worry that AI will take jobs away, but like all technology, it's about how we implement it. Will it be a world where it's humans vs machines or will it be humans + machines?

    This week Victor and Jansen unpack the lanes, the tasks and uses cases humans and AI excel at.  They'll also cover the implications on the job market and how AI will affect work as we know it (spoiler: we'll be OK).

    37 min
  • How is your personal data being used?

    As the saying goes, if it’s free, you are the product

    This week Victor and Jansen discuss how your personal data is being used in the wild.

    We'll be covering:

    - What data is being gathered

    - The tech behind data collection

    - What your data is being used for

    - Examples of the good, the bad and the downright scary uses of your personal data


    42 min
  • Using Data For Good

    The world is on lock down with the current COVID-19 crisis....

    There is a lot of data floating around from different organization, governments and news which is hard to interpret, combine and answer questions.

    This is your chance to make a difference as a data practitioner!

    This week Victor and Jansen discuss:

    - The Data For Good not for profit organization
    - The inner workings of a data-thon and what you need to start your own
    - Types of data projects you could do to help your community

    We've got available data teams at 1000ML to help, reach out and let us know how to.



    49 min
  • Landing Your First Data Job

    In this week's episode we tackle the subject of What is required to land your first Data job. 

    Victor interviews Jansen on the intricacies of what it is like to start off in the world of data and try to get work in an environment that is radically changing as a result of remote work and now Covid-19

    Part of our business is largely built on getting people employed in the world of Data. Most of our candidates we have come from a world of knowing how to study, take tests and write exams; in a very discrete fashion which does not lend itself well to the world of work. So we  wanted to acknowledge and discuss what we are observing currently in the data hiring world and what employers like us are looking for in candidates.


    28 min
  • Data Science: I'm more than just a Model

    Data Science is more than just Jupyter notebooks, it's:

    Machine Learning... It's the ML in 1000ML.
    Data Engeineering
    Model Tuning
    Infrastructure
    And a whole lot more

    This week Victor and Jansen discuss:

    - What is a model?

    - Data *'s aka Data People
    - Life beyond Notebooks
    - Data infrastructure
    - What it takes to productionize a model.
    - The business value of data science

    41 min
  • (Don't believe) The AI Hype

    This episode we'll be unpacking some the of the hype around AI.

    We'll be covering:

    - Terms (and the marketing take over) like machine learning, deep learning and artificial intelligence.

    - Do you need a PhD to work in the data field

    - Where do these projects start at a company

    - The glue people and the foundation of a data team

    - Data unicorns, should you do it? 

    22 min

About Tech On Trial

From the publisher's feed

Welcome to Tech On Trial! Your new podcast focused on how Technology can be used in the Legal Industry.