DataFramed
119 episodes - English - Latest episode: over 1 year ago - ★★★★★ - 237 ratingsDataFramed is a podcast for data & analytics leaders looking to scale data science throughout an organization by equipping them with the insights to drive value from data science and create a data-driven culture. Each episode will feature a conversation with various data science and analytics leaders who are transforming their organizations and are at the forefront of the data revolution. Whether you’re just getting started in your data career, or you’re a data leader looking to scale data-driven decisions in your organization, you’ve found the right community. Welcome to DataFramed!
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Episodes
#20 Kaggle and the Future of Data Science
April 30, 2018 00:00 - 52 minutes - 23.9 MBAnthony Goldbloom, CEO of Kaggle, speaks with Hugo about Kaggle, data science communities, reproducible data science, machine learning competitions and the future of data science in the cloud. If you thought that Kaggle was merely a platform for machine learning competitions, you have to check out this chat, because these ML comps account for less than a third of activity on Kaggle today. In the discussion: Kaggle kernels for reproducible data science and the evolution of the Kaggle public d...
#19 Automated Machine Learning
April 23, 2018 00:00 - 59 minutes - 27.5 MB"We should be looking at Automated Machine Learning tools as more like data science assistants, rather than replacements for data scientists" -- Randy Olson, Lead Data Scientist at Life Epigenetics, Inc. Randy specializes in artificial intelligence, machine learning, and created TPOT, a Data Science Assistant and a Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming. Will the future of data science be automated? Which verticals will expe...
#18 Deep Learning at NVIDIA
April 16, 2018 00:00 - 51 minutes - 23.5 MBMichelle Gill, a deep learning expert at NVIDIA, an Artificial Intelligence company that builds GPUs, the processors that everybody uses for deep learning, speaks with Hugo about the modern superpower of deep learning and where it has the largest impact, past, present and future, filtered through the lens of Michelle's work at NVIDIA. Where is the modern superpower of deep learning most effective? Where is it not? Where should we channel our skepticism of the hype surrounding it?
#17 Biology and Deep Learning
April 09, 2018 00:00 - 58 minutes - 26.7 MBSebastian Raschka, a machine learning aficionado, data analyst, author, python programmer, open source contributor, computational biologist, and occasional blogger, speaks with Hugo about the role of data science in modern biology and the power of deep learning in today's rapidly evolving data science landscape. How is Sebastian using deep learning to build facial recognition software that also prevents racial and gender profiling? Check out this week's episode to find out.
#15 Building Data Science Teams
March 26, 2018 00:00 - 59 minutes - 27.3 MBDrew Conway, world-renowned data scientist, entrepreneur, author, speaker and creator of the Data Science Venn Diagram speaks with Hugo about how to build data science teams, along with the unique challenges of building data science products for industrial users. How does Drew now view the Venn circles he created, those of hacking skills, mathematical and statistical knowledge and substantive expertise, when building out data science teams?
#13 Fake News Detection with Data Science
March 12, 2018 00:00 - 58 minutes - 26.7 MBFake news: how can data science and deep learning be leveraged to detect it? Come on a journey with Mike Tamir, Head of Data Science at Uber ATG, who is building out a data science product that classifies text as news, editorial, satire, hate speech and fake news, among others. We'll also see what types of unique challenges Mike faced in his work at Takt, using data science to service the needs of Fortune 500 companies such as Starbucks.Links from the show FROM THE INTERVIEW FakerFact(Chro...
#12 Data Science, Nuclear Engineering and the Open Source
March 05, 2018 00:00 - 57 minutes - 26.3 MBNuclear engineering, data science and open source software development: where do these all intersect? To find out, join Hugo and Katy Huff, Assistant Professor in the Department of Nuclear, Plasma, and Radiological Engineering at the University of Illinois where she leads the Advanced Reactors and Fuel Cycles research group.
#11 Data Science at BuzzFeed and the Digital Media Landscape
February 26, 2018 00:00 - 59 minutes - 27.5 MBHow does data science help Buzzfeed achieve online virality? What type of mass online experiments do data scientists at BuzzFeed run for this purpose? What products do they develop to make all of this easy and intuitive for content producers? Find out about all of this and more in this episode when Hugo talks with Adam Kelleher, Principal Data Scientist at BuzzFeed and Adjunct Assistant Professor at Columbia University. They'll also dive into the role of thinking about causality in modern da...
#10 Data Science, the Environment and MOOCs
February 19, 2018 00:00 - 54 minutes - 25 MBAir pollution, the environment and data science: where do these intersect? Find out in this episode of DataFramed, in which Hugo speaks with Roger Peng, Professor in the Department of Biostatistics at the Johns Hopkins Bloomberg School of Public Health, co-director of the Johns Hopkins Data Science Lab and co-founder of the Johns Hopkins Data Science Specialization. Join our discussion about data science, it's role in researching the environment and air pollution, massive open online courses...
#9 Data Science and Online Experiments at Etsy
February 12, 2018 00:00 - 59 minutes - 27.4 MBEtsy, online experiments and data science are the topics of this episode, in which Hugo speaks with Emily Robinson, a data analyst at Etsy. How are data science and analysis integral to their business and decision making? Join us to find out. We'll also dive into the types of statistical modeling that occurs at Etsy and the importance of both diversity and community in data science.
#8 Data Science, Astronomy and the Open Source
February 05, 2018 00:00 - 59 minutes - 27.2 MBJake VanderPlas, a data science fellow at the University of Washington's eScience Institute, astronomer, open source beast and renowned Pythonista, joins Hugo to speak about data science, astronomy, the open source development world and the importance of interdisciplinary conversations to data science.
#7 Data Science at Airbnb
January 29, 2018 00:00 - 58 minutes - 26.7 MBAirbnb's business depends on data science. In this episode, Hugo speaks with Robert Chang, data scientist at airbnb and previously at twitter. We'll be chatting about the different types of roles data science can play in digital businesses such as airbnb and twitter, how companies at different stages of development actually require divergent types of data science to be done, along with the different models for how data scientists are placed within companies, from the centralized model to the...
#4 How Data Science is Revolutionizing the Trucking Industry
January 17, 2018 00:00 - 59 minutes - 27.3 MBThe trucking industry is being revolutionized by Data Science. And how? Hugo speaks with Ben Skrainka, a data scientist at Convoy, a company that provides trucking services for shippers and carriers powered by technology to drive reliability, transparency, efficiency, and insights. We'll dive into how data science can help to achieve such a trucking revolution, and how this will impact all of us, from truckers to businesses and consumers alike. Along the way, we'll delve into Ben's thoughts ...
#3 How Data Science and Machine Learning are Shaping Digital Advertising
January 17, 2018 00:00 - 59 minutes - 27.2 MBClaudia Perlich, Chief Scientist at DStillery, a role in which she designs, develops, analyzes and optimizes the machine learning algorithms that drive digital advertising, speaks with Hugo about the role of data science in the online advertising world, the predictability of humans, how her team builds real time bidding algorithms and detects bots online, along with the ethical implications of all of these evolving concepts.
#2 How Data Science is Impacting Telecommunications Networks
January 17, 2018 00:00 - 56 minutes - 25.8 MBChris Volinsky, AT&T Labs' Assistant Vice President for Big Data Research and a member of the team that won the $1M Netflix Prize, an open competition for improving Netflix' online recommendation system, speaks with Hugo. We'll be discussing the role data science plays in the modern telecommunications network landscape, how it helps a company that services over 140 million customers and what statistical and data scientific techniques his team uses to work with such large amounts of data. Alo...
#5 Data Science, Epidemiology and Public Health
January 17, 2018 00:00 - 58 minutes - 26.7 MBMaelle Salmon, a data scientist who has worked in public health, both in infectious disease and environmental epidemiology, joins Hugo for a chat about the role of data science, statistics and data management in researching the health effects of air pollution and urbanization. In the process, we'll dive into the continual need for open source toolbox development, open data, knowledge organisation and diversity in this emerging discipline.
#6 Citizen Data Science
January 17, 2018 00:00 - 57 minutes - 26.5 MBDavid Robinson, a data scientist at Stack Overflow, joins Hugo to speak about the evolving importance of citizen data science and a future in which data literacy is considered a necessary skill to navigate the world, similar to literacy today. We'll speak about many of Dave projects, including his analysis of Trump's tweets that demonstrated the stark contrast between Trump's own tweets and those of his PR machine. We'll also speak about ways for journalists, software engineers, scientists a...
#1 Data Science, Past, Present and Future
January 16, 2018 00:00 - 59 minutes - 27.3 MBHilary Mason talks about the past, present, and future of data science with Hugo. Hilary is the VP of Research at Cloudera Fast Forward, a machine intelligence research company, and the data scientist in residence at Accel. If you want to hear about where data science has come from, where it is now, and the direction it's heading, you've come to the right place. Along the way, we'll delve into the ethics of machine learning, the challenges of AI, automation and the roles of humanity and empa...
#0 Introducing DataFramed
January 15, 2018 00:00 - 3 minutes - 1.75 MBWe are super pumped to be launching a weekly data science podcast called DataFramed, in which Hugo Bowne-Anderson, a data scientist and educator at DataCamp, speaks with industry experts about what data science is, what it’s capable of, what it looks like in practice and the direction it is heading over the next decade and into the future. Check out this snippet for a sneak preview!