- Видео 60
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Elder Research
США
Добавлен 29 янв 2018
Elder Research Inc. is an artificial intelligence and data science consulting firm that, since 1995, has consulted hundreds of clients across a multitude of industries on analytics strategy and executive consulting, data science model development and deployment, and leadership and practitioner training.
Our 100+ data scientists and engineers use a holistic framework to understand each unique business challenge, define high-ROI objectives, create robust data pipelines, and deliver innovative and custom analytic solutions that empower organizations to make trustworthy decisions and maximize business value.
Our 100+ data scientists and engineers use a holistic framework to understand each unique business challenge, define high-ROI objectives, create robust data pipelines, and deliver innovative and custom analytic solutions that empower organizations to make trustworthy decisions and maximize business value.
Brewing Solutions: Analytics at Milo’s Tea with Derek Camp
In this podcast episode, we sit down for a chat with Derek Camp from Milo’s Tea Company. Derek is the Senior Manager of Operational Analytics at Milo's Tea. Tune in as he shares his journey at Milo's, where he's grown from a replenishment analyst to leading a team of analysts across logistics, supply chain, operations, and quality.
Derek discusses how his team leverages data to drive efficiencies and improve decision-making. He also offers valuable insights on the practical applications of operations analytics, team collaboration, and overcoming challenges in scaling data efforts across multiple production sites.
In this episode you will learn:
⛛ How Derek's team uses analytics across logi...
Derek discusses how his team leverages data to drive efficiencies and improve decision-making. He also offers valuable insights on the practical applications of operations analytics, team collaboration, and overcoming challenges in scaling data efforts across multiple production sites.
In this episode you will learn:
⛛ How Derek's team uses analytics across logi...
Просмотров: 25
Видео
Betting on AI: Industry Insights with Frazier Seay-Rad
Просмотров 61Месяц назад
In this episode of the Mining Your Own Business podcast, we’re joined by Frazier Seay-Rad, a leader in AI and machine learning within the sports betting and casino industry. Frazier dives into how AI is transforming everything from enhancing customer experiences to driving revenue growth. Tune in as Frazier and host Evan Wimpey chat about practical applications of AI, the challenges of balancin...
Data-Driven Hospitality at Marriott with John Cook
Просмотров 432 месяца назад
In this episode of Mining Your Own Business, John Cook shares his unconventional journey to leading a data science team at one of the world’s largest hospitality companies. As Senior Director of Data Science and Reporting at Marriott International, John guides a talented team supporting U.S. and Canada sales, marketing, and revenue management for Marriott. Tune in as John shares insights into t...
Using Graph Data to Detect Fraud
Просмотров 6693 месяца назад
In this video Data Scientist Garrett Pedersen shares how graph data can transform your approach to fraud detection. He delves into the advantages of graph analytics over traditional relational tables, showing how visualizing connections can make identifying fraud more intuitive and efficient. You’ll learn the basics of graph structures and see practical examples of how they simplify data analys...
Bringing Data Innovation to a 150-Year-Old Industry
Просмотров 1994 месяца назад
In this episode of Mining Your Own Business, Data Scientist Xhoana Laska shares how she and her team are bringing data innovation to the field of industrial paint and coatings, an industry that became prominent in the late 1800s. With her background in mathematics and statistics, Xhoana’s knack for numbers has come in handy in her role at National Coatings & Supplies | Single Source, Inc. She h...
Blueprint for Impact: Data Products at Lowe’s Home Improvement with Sravan V.
Просмотров 756 месяцев назад
Explore the dynamic world of retail data analytics with Sravan Vadigepalli, Senior Director of Products and Engineering at Lowe’s. In this episode you’ll learn about the unique analytics challenges and opportunities in the home improvement space and how Lowe’s approaches product development. During the chat Sravan also shares his thoughts on the future of data-driven innovation in retail. Grab ...
Special Data Science for a Special Day
Просмотров 586 месяцев назад
April 1 calls for a very special kind of data science, and that’s what this whiteboard video is all about. Tune in as Data Scientist Shaylee Davis shares some fresh ways to look at big data and how Elder Research is revolutionizing everything from timekeeping to predictions. Whether you’re interested in the 42 V’s of big data or ways to make time work better for you, we hope you enjoy this ligh...
Debate: One Metric to Rule Them All? AUC for Classification Models
Просмотров 486 месяцев назад
When considering evaluation metrics for classification models, is it possible for one metric to rule them all? Join us for a lively debate between Aric LaBarr, Associate Professor of Analytics at NC State's Institute for Advanced Analytics, and Robert Robison, Elder Research Senior Data Scientist. During the debate Robert champions AUC’s comprehensive measure of model performance, while Aric ad...
Guarding the Future: Data Science-Powered Security at Microsoft with Nirmal B.
Просмотров 466 месяцев назад
In this episode Evan Wimpey sits down to chat with Nirmal Budhathoki. A seasoned data scientist at Microsoft, Nirmal has extensive experience in both cybersecurity and the tech industry. During the conversation Nirmal discusses his unique career journey, from unexpected detours, including serving in the Army, to becoming a data scientist. He also talks about applications of machine learning in ...
No Code-No Problem: Breaking Silos and Empowering Teams with Bill Shube
Просмотров 247 месяцев назад
Kicking off Season 3 of Mining Your Own Business, Evan Wimpey sits down to chat with Bill Shube. A supply chain analytics expert with over 11 years at the LEGO Group, Bill is also the founder of Supply Chain Watchtower. Through his company Bill’s goal is helping small businesses effectively manage their inventory. Grab a chair and tune in as he shares his story. Bill talks about how his team ha...
Computer Vision and Pickleball: Game-Changing AI Insights
Просмотров 2159 месяцев назад
In this episode Evan Wimpey chats with Mike Arney, founder of PB Vision, a company helping pickleball players gain game-changing insights. Tune in as he shares how his company got started and how his team is applying AI, machine learning, and computer vision in new ways. Mike also shares why it’s important to value the thoughts and ideas of end users and how that collaboration makes a differenc...
Staff Spotlight: Marco Aletto
Просмотров 16810 месяцев назад
“My supervisors and my colleagues and my staff all push me to be more,” says Marco Aletto. And that’s something he loves. Tune in for more of Marco’s story. 💬 Plus gain some fresh perspective on what it means to be a part of a team. Learn more about our culture and explore job openings on our careers page: www.elderresearch.com/careers/
Deploying Machine Learning for Real Results with Eric Siegel
Просмотров 16111 месяцев назад
In this episode of Mining Your Own Business, Evan Wimpey chats with Eric Siegel, bestselling author and founder of Machine Learning Week. Tune in as he shares why businesses need to focus on machine learning projects that work in the real world. Eric also dives into the importance of measuring the impact of machine learning projects, the need for business professionals to understand the technol...
(Almost) Ignore Machine Learning Model Accuracy
Просмотров 13811 месяцев назад
In this whiteboard video, John Elder V discusses the importance of custom fitting your machine learning model. He emphasizes that off-the-shelf evaluation metrics, such as accuracy, may not be suitable for all situations. Instead, John highlights the need to consider the potential costs associated with different types of errors and how customizing the model's threshold can optimize decision-mak...
The Art of Data Storytelling at PayPal with Gulrez Khan
Просмотров 5411 месяцев назад
The Art of Data Storytelling at PayPal with Gulrez Khan
Staff Spotlight: Joseph Okeno-Storms
Просмотров 21511 месяцев назад
Staff Spotlight: Joseph Okeno-Storms
Unveiling the Secrets of Successful Analytics Projects with Dr. John Elder
Просмотров 63Год назад
Unveiling the Secrets of Successful Analytics Projects with Dr. John Elder
Inside Look at HR Data Science at Intel
Просмотров 66Год назад
Inside Look at HR Data Science at Intel
Delivering Change: Lessons from UPS and the Power of Analytics
Просмотров 44Год назад
Delivering Change: Lessons from UPS and the Power of Analytics
Big Data, Big Creativity at Southwest Airlines
Просмотров 170Год назад
Big Data, Big Creativity at Southwest Airlines
Energizing Utilities with Operations Research: Feat. Kathryn Walter
Просмотров 28Год назад
Energizing Utilities with Operations Research: Feat. Kathryn Walter
Predictive Maintenance: Common Challenges & How to Overcome Them
Просмотров 224Год назад
Predictive Maintenance: Common Challenges & How to Overcome Them
Behind the Scenes of Hotel Analytics at STR with Isaac Collazo
Просмотров 132Год назад
Behind the Scenes of Hotel Analytics at STR with Isaac Collazo
Isolation Forests: Identify Outliers in Data
Просмотров 14 тыс.Год назад
Isolation Forests: Identify Outliers in Data
Barking up the Right Tree at LendingTree with Eric Sims
Просмотров 46Год назад
Barking up the Right Tree at LendingTree with Eric Sims
Mining for Data at Minecraft with Francisco Rius
Просмотров 122Год назад
Mining for Data at Minecraft with Francisco Rius
Anomaly Detection with CADE: Finding Needles in a Haystack of Data
Просмотров 1,1 тыс.Год назад
Anomaly Detection with CADE: Finding Needles in a Haystack of Data
Why Data Scientists, Actuaries, & Engineers Get Along at Pacific Life with Rob Horrobin
Просмотров 87Год назад
Why Data Scientists, Actuaries, & Engineers Get Along at Pacific Life with Rob Horrobin
Very cool quote. Graphs are king.
Nice analogy mom! Great, quick overview, thanks!
Thanks so much. I am currently working on this project and i hope to get more videos. Please. Do you have any material with respect to this particular video?
nice example. It looks like we need to "mine" the graph relations to find out abnormal relations. Is there any recommendation to do it at scale?
This was super interesting. Great job explaining your thinking.
Glad you enjoyed the video, Mathieu!
Super cool!
'Promosm'
how are you getting the numbers -0.05, 0.10 and so on?
Thanks for your question! Here's what Jericho had to say about how he got those numbers: Isolation forests use a large number of randomized attempts to separate the data and count how many cuts it takes in each attempt to separate each datapoint. From that collection of counts for each record, scores are calculated. Since this is not straightforward to show by hand, I used the scikit-learn Python package and the wine dataset to calculate the scores, limiting the wine dataset to flavonoids and malic acid features. Then I took some example points from the outer edges and one from the middle of the real results and illustrated them as closely as possible in the whiteboard example. --- Here are the links to the scikit-learn and Python resources: scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html archive.ics.uci.edu/dataset/109/wine
Great video, explained in a very intuitive way!
Glad you enjoyed the video!
Good stuff.
Thank you! Glad you enjoyed the podcast!
That's a great explanation, thank you!
You're welcome! Glad it was helpful!
Great job, Marco!
Heck yes!
Thank you a lot go ahead!
So nice to hear about the path you took over the last 30 years Gerhard! And wonderful to see you!