813: Solving Business Problems Optimally with Data, with Jerry Yurchisin

Super Data Science: ML & AI Podcast with Jon Krohn

Player FM - Internet Radio Done Right

53 subscribers

הוסף לפני six שנים

תוכן מסופק על ידי Jon Krohn. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Jon Krohn או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

Mind The Business: Small Business Success Stories

1
Pushing Past Stagnation & Business Plateaus 30:21

לפני 12 ימים30:21

הפעל מאוחר יותר

רשימות

לייק

אהבתי

30:21

Hitting plateaus is a common milestone in business, but there’s a difference between stability and a rut. In the last installment of this season, we’ll dive into the ways small business owners push beyond plateaus and find new ways to achieve revenue growth. Jannese and Austin wrap up their time in Nashville, Tennessee with a wonderful visit to N.B. Goods to speak with owner Camille Alston . Camille details the times where she hit a wall with profits, the strategies she implemented to increase revenue, what worked, what didn’t, and the important lessons she learned in the process. You won’t want to miss this informative final chapter! Learn more about how QuickBooks can help you grow your business: QuickBooks.com See omnystudio.com/listener for privacy information.…

לפני שנה 1:43:30

MP3•בית הפרקים

Jerry Yurchisin from Gurobi joins Jon Krohn to break down mathematical optimization, showing why it often outshines machine learning for real-world challenges. Find out how innovations like NVIDIA’s latest CPUs are speeding up solutions to problems like the Traveling Salesman in seconds.

Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.

In this episode you will learn:

• The Burrito Optimization Game and mathematical optimization use cases [03:36]

• Key differences between machine learning and mathematical optimization [05:45]

• How mathematical optimization is ideal for real-world constraints [13:50]

• Gurobi’s APIs and the ease of integrating them [21:33]

• How LLMs like GPT-4 can help with optimization problems [39:39]

• Why integer variables are so complex to model [01:02:37]

• NP-hard problems [01:11:01]

• The history of optimization and its early applications [01:26:23]

Additional materials: www.superdatascience.com/813

961 פרקים

#Data Science #Science #Tech #Software Development #Jon Krohn

813: Solving Business Problems Optimally with Data, with Jerry Yurchisin

Super Data Science: ML & AI Podcast with Jon Krohn

53 subscribers

published לפני שנה

שתפו

MP3•בית הפרקים

Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.

In this episode you will learn:

• The Burrito Optimization Game and mathematical optimization use cases [03:36]

• Key differences between machine learning and mathematical optimization [05:45]

• How mathematical optimization is ideal for real-world constraints [13:50]

• Gurobi’s APIs and the ease of integrating them [21:33]

• How LLMs like GPT-4 can help with optimization problems [39:39]

• Why integer variables are so complex to model [01:02:37]

• NP-hard problems [01:11:01]

• The history of optimization and its early applications [01:26:23]

Additional materials: www.superdatascience.com/813

961 פרקים

#Data Science #Science #Tech #Software Development #Jon Krohn

كل الحلقات

Super Data Science: ML & AI Podcast with Jon Krohn

1
883: Blackwell GPUs Are Now Available at Your Desk, with Sama Bali and Logan Lawler 1:04:03

לפני 7 hours1:04:03

1:04:03

Returning after the “Super Bowl of AI”, NVIDIA GTC, Sama Bali and Logan Lawler talk to Jon Krohn about their respective work at tech giants NVIDIA and Dell. Sama and Logan discuss the next-gen Blackwell GPUs to their collaboration with Dell in launching Pro-Max PCs specially designed to take on heavy computational workloads as well as the incredible performance of GB 10 and GB 300 workstations, and the widening accessibility of AI developer tools and models. Additional materials: www.superdatascience.com/883 This episode is brought to you by ODSC, the Open Data Science Conference , by Adverity, the conversational analytics platform and by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (07:29) About Dell’s Pro Max PCs (14:01) Why having a Blackwell GPU from Nvidia is a great option for those new to training and deploying AI models (36:47) When it makes sense for a data scientist to switch from a Unix to a Windows based system (46:33) Logan’s and Sama’s predictions for AI…

Super Data Science: ML & AI Podcast with Jon Krohn

1
882: 40x Hotter Than the Sun: The ASML Machines That Make AI Chips 9:45

לפני 4 ימים9:45

9:45

This week’s five-minute Friday heads to the Netherlands to find out more about Dutch company ASML, the brains behind the lithography machines that build AI chips. Jon Krohn walks through how ASML came to dominate the market, where they’re headed next, and how ASML’s complex machines shape AI chips as well as the very future of AI. Additional materials: www.superdatascience.com/882 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
881: Beyond GPUs: The Power of Custom AI Accelerators, with Emily Webber 1:17:06

לפני 7 ימים1:17:06

1:17:06

Emily Webber speaks to Jon Krohn about her work at Amazon Web Services, from its Annapurna Labs-developed Nitro System, a foundational technology that can enhance securities and performance in the cloud and how Trainium2 became AWS’ most powerful AI chip with four times the compute of Trainium. Hear the specs of AWS’s chips and when to use them. Additional materials: www.superdatascience.com/881 This episode is brought to you by ODSC , the Open Data Science Conference . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (08:36) Emily’s work on AWS’ SageMaker and Trainium (23:54) How AWS Neuron lets builders tailor their approach to using frameworks (29:07) Why using an accelerator is better than using a GPU (35:29) The key differences between AWS Trainium and AWS Trainium2 (52:45) How to select between AWS Trainium and AWS Trainium2…

Super Data Science: ML & AI Podcast with Jon Krohn

1
880: Manus, DeepSeek and China’s AI Boom 10:17

לפני 11 ימים10:17

10:17

First developed in China, Manus AI and DeepSeek have made great waves on an international scale. Sought-after for their cost-effectiveness compared to US-made tech, Manus AI and DeepSeek are quickly becoming dominant technologies inside the country. In this five-minute Friday, Jon Krohn asks: Do these technologies warrant the huge amount of resources spent on them by multiple industries in China, and what makes hype become a mainstay? Additional materials: www.superdatascience.com/880 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
879: Serverless, Parallel, and AI-Assisted: The Future of Data Science is Here, with Zerve’s Dr. Greg Michaelson 1:07:14

לפני 14 ימים1:07:14

1:07:14

Greg Michaelson speaks to Jon Krohn about the latest developments at Zerve, an operating system for developing and delivering data and AI products, including a revolutionary feature allowing users to run multiple parts of a program’s code at once and without extra costs. You’ll also hear why LLMs might spell trouble for SaaS companies, Greg’s ‘good-cop, bad-cop’ routine that improves LLM responses, and how RAG (retrieval-augmented generation) can be deployed to create even more powerful AI applications. Additional materials: www.superdatascience.com/879 This episode is brought to you by Trainium2, the latest AI chip from AWS and by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (04:00) Zerve’s latest features (35:26) How Zerve’s built-in API builder and GPU manager lowers barriers to entry (40:54) How to get started with Zerve (41:49) Will LLMs make SaaS companies redundant? (52:29) How to create fairer and more transparent AI systems (56:07) The future of software developer workflows…

Super Data Science: ML & AI Podcast with Jon Krohn

1
878: In Case You Missed It in March 2025 30:49

לפני 18 ימים30:49

30:49

AI stacks, AGI, training neural networks, and AI authenticity: Jon Krohn rounds up his interviews from March with this episode of “In Case You Missed It”. In his favorite clips from the month, he speaks to Andriy Burkov (Episode 867), Natalie Monbiot (Episode 873), Richmond Alake (Episode 871) and Varun Godbole (Episode 869). Additional materials: www.superdatascience.com/878 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
877: The Neural Processing Units Bringing AI to PCs, with Shirish Gupta 1:09:32

לפני 21 ימים1:09:32

1:09:32

NPUs, AIPC, and Dell’s growing suite of AI products: Shirish Gupta speaks to Jon Krohn about neural processing units and what makes them a go-to tool for AI inference workloads, reasons to move your workloads from the cloud and to your local devices, what the mnemonic AIPC stands for and why it will soon be on everyone’s lips, and he offers a special intro to Dell’s new Pro-AI Studio Toolkit. Hear about several real-world AIPC applications run by Dell’s clients, from detecting manufacturing defects to improving efficiencies for first responders, massively supporting actual life-or-death situations. Additional materials: www.superdatascience.com/877 This episode is brought to you by ODSC , the Open Data Science Conference . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (03:28) What neural processing units (NPUs) are (23:53) About Dell Pro AI Studio (35:03) Use cases for Dell Pro AI Studio (45:16) How AI development workflows and applications will change (49:01) About Dell’s AI factory ecosystem…

Super Data Science: ML & AI Podcast with Jon Krohn

1
876: Hugging Face’s smolagents: Agentic AI in Python Made Easy 15:11

לפני 25 ימים15:11

15:11

Small, simple, accessible: Hugging Face makes a huge contribution to the agentic AI wave with its smolagents. Jon Krohn explores how this small-but-mighty new Python library can act as the best personal assistant you never had. Hear about its features and use cases in this five-minute Friday. Additional materials: www.superdatascience.com/876 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
875: How Semiconductors Are Made (And Fuel the AI Boom), with Kai Beckmann 1:10:29

לפני 28 ימים1:10:29

1:10:29

Why are semiconductors so essential in this digital age, and how are they made? Jon Krohn speaks to electronics CEO Kai Beckmann about Merck KGaA, Darmstadt, Germany’s intricate manufacturing process, how we can use AI to develop materials that power next-gen AI technologies, and how a chip with the processing power of the human brain might one day be able to run on the power of a low-watt light bulb. Additional materials: www.superdatascience.com/875 This episode is brought to you by the Dell AI Factory with NVIDIA . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (06:26) How Merck KGaA, Darmstadt, Germany supports groundbreaking developments in AI (13:42) Material science’s biggest challenges for AI (29:55) What heterogeneous integration is (34:37) How optical tech influences the electronics industry (49:04) Navigating upturns and downturns in the semiconductor industry (53:08) How AI regulations benefit humanity…

Super Data Science: ML & AI Podcast with Jon Krohn

1
874: How AI is Transforming Baseball (with Lessons For All of Us) 14:27

לפני 5 weeks14:27

14:27

In this Five-Minute Friday, Jon Krohn talks baseball. For decades, coaches have relied on player performance stats to make in-game decisions and refine their season strategies. Now, AI led by Statcast is taking baseball strategy even further, massively broadening analytics data to include pitch, swing and catch trajectories, spin rates, biomechanical information, player matchups, and how to enhance player performances. Listen to the episode to find out what other industries can learn from the “data-friendly” sport of baseball. Additional materials: www.superdatascience.com/874 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
873: Become Your Best Self Through AI Augmentation — feat. Natalie Monbiot 1:12:32

לפני 5 weeks1:12:32

1:12:32

Natalie Monbiot is an independent advisor and collaborator for projects that concern the “virtual human”, and she is “going all in on the virtual human economy”. Jon Krohn speaks to Natalie about these new ventures, how to mitigate the divide between AI users and nonusers, and how anyone can collaborate with AI without compromising their own creativity. Additional materials: www.superdatascience.com/873 This episode is brought to you by the Dell AI Factory with NVIDIA , by Trainium2, the latest AI chip from AWS and by ODSC, the Open Data Science Conference . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (07:21) Natalie’s influences for her work (18:30) Will machines surpass human intelligence? (29:08) Using LLMs as collaborators and partners (40:15) How platforms demand user engagement and time (56:54) Natalie Monbiot at Wizly…

Super Data Science: ML & AI Podcast with Jon Krohn

1
872: Microsoft’s “Majorana 1” Chip Brings Quantum ML Closer 12:20

לפני 6 weeks12:20

12:20

In this five-minute Friday, Jon Krohn looks into Microsoft’s recent release of Majorana 1, a new quantum processing unit that uses topological qubits, a step away from the fragile qubits currently in use. Get Jon’s thoughts about this “transistor for the quantum age”, potential applications for quantum computing, and why this marks an exciting future for data science and machine learning practitioners. Additional materials: www.superdatascience.com/8 72 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
871: NoSQL Is Ideal for AI Applications, with MongoDB’s Richmond Alake 1:13:11

לפני 6 weeks1:13:11

1:13:11

Agentic AI, AI success strategies, and why flexibility will be so important to keep up with the AI market: Jon Krohn talks to Richmond Alake about the NoSQL database MongoDB, including why it’s a great addition to your toolkit for developing (agentic) AI applications, with a look under the hood at its native vector database. Richmond also talks about why he expects multi-agent AI architectures to go mainstream in 2025. Additional materials: www.superdatascience.com/871 This episode is brought to you by the Dell AI Factory with NVIDIA and by ODSC , the Open Data Science Conference . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (04:10) How Richmond became a Staff Developer Advocate (07:40) How NoSQL database differs from a relational database (16:50) The advantages of working with the cloud-based MongoDB Atlas (32:26) Richmond’s predictions for agentic AI (40:38) How to create an effective AI strategy…

Super Data Science: ML & AI Podcast with Jon Krohn

1
870: OpenAI’s “Deep Research”: Get Days of Human Work Done in Minutes 17:22

לפני 7 weeks17:22

17:22

In this Five-Minute Friday, Jon Krohn looks into what he considers the world’s most powerful research tool to date, OpenAI’s Deep Research. Find out how OpenAI trained Deep Research to compile literature reviews of limitless topics, what similar tools are on the market, and where Jon sees the tool as having real-world value including how he uses it daily. Additional materials: www.superdatascience.com/870 Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.…

Super Data Science: ML & AI Podcast with Jon Krohn

1
869: AI Should Make Humans Wiser (But It Isn’t), with Varun Godbole 1:19:42

לפני 7 weeks1:19:42

1:19:42

Jon Krohn talks to Varun Godbole about AI prompt engineering, generative wisdom, and AI generalists in this episode all about the interrelationships between humans and AI. Additional materials: www.superdatascience.com/869 This episode is brought to you by the Dell AI Factory with NVIDIA and by ODSC, the Open Data Science Conference . Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information. In this episode you will learn: (10:44) Using deep learning to predict breast cancer (15:55) All about Varun’s Tuning Playbook (29:56) On the explosion of interest and news about AI and data science (46:35) About Varun’s Wise AI…

ברוכים הבאים אל Player FM!

Player FM סורק את האינטרנט עבור פודקאסטים באיכות גבוהה בשבילכם כדי שתהנו מהם כרגע. זה יישום הפודקאסט הטוב ביותר והוא עובד על אנדרואיד, iPhone ואינטרנט. הירשמו לסנכרון מנויים במכשירים שונים.

תקשיבו ל-500+ נושאים

53 subscribers

דומה לSuper Data Science: ML & AI Podcast with Jon Krohn

Apple AirPods Pro 2 Wireless Earbuds, Active Noise Cancellation, Hearing Aid Feature, Bluetooth Headphones, Transparency, Personalized Spatial Audio, High-Fidelity Sound, H2 Chip, USB-C Charging

Alpha Grillers Meat Thermometer Digital - Instant Read Food Thermometer for Cooking Grilling Air Fryer Griddle Probe Kitchen Gadgets Essentials BBQ Accessories Grill Gifts for Men Him Dad Fathers Day

Aquaphor Baby Healing Ointment Advanced Therapy Skin Protectant for Chapped or Dry Skin, Drool Rash and Diaper Rash Ointment, 14 Oz Jar

פודקאסטים ששווה להאזין

Super Data Science: ML & AI Podcast with Jon Krohn « » 813: Solving Business Problems Optimally with Data, with Jerry Yurchisin

813: Solving Business Problems Optimally with Data, with Jerry Yurchisin

פודקאסטים ששווה להאזין

ברוכים הבאים אל Player FM!

דומה לSuper Data Science: ML & AI Podcast with Jon Krohn

מדריך עזר מהיר

Super Data Science: ML & AI Podcast with Jon Krohn « »
813: Solving Business Problems Optimally with Data, with Jerry Yurchisin