Data Science at Home

Data Science at Home Data science at home is the podcast about machine learning, artificial intelligence and algorithms

23/12/2024

In this episode, we dive into the transformative world of AI, data analytics, and cloud infrastructure with Josh Miramant, CEO of Blue Orange Digital. As a seasoned entrepreneur with over $25 million raised across ventures and two successful exits, Josh shares invaluable insights on scaling data-driven businesses, integrating machine learning frameworks, and navigating the rapidly evolving landscape of cloud data architecture. From generative AI to large language models, Josh explores cutting-edge trends shaping financial services, real estate, and consumer goods.
Tune in for a masterclass in leveraging data for impact and innovation!

Links
https://blueorange.digital/
https://blueorange.digital/blog/a-data-intelligence-platform-what-is-it/
https://blueorange.digital/blog/ai-makes-bi-tools-accessible-to-anyone/

16/12/2024

Here’s the updated text with links to the websites included:

AI is revolutionizing the military with autonomous drones, surveillance tech, and decision-making systems. But could these innovations spark the next global conflict? In this episode of Data Science at Home, we expose the cutting-edge tech reshaping defense—and the chilling ethical questions that follow. Don’t miss this deep dive into the AI arms race!
🎧 LISTEN / SUBSCRIBE TO THE PODCAST

Apple Podcasts
Podbean Podcasts
Player FM

Chapters00:00 - Intro01:54 - Autonomous Vehicles03:11 - Surveillance And Reconnaissance04:15 - Predictive Analysis05:57 - Decision Support System08:24 - Real World Examples10:42 - Ethical And Strategic Considerations12:25 - International Regulation13:21 - Conclusion14:50 - Outro

✨ Connect with us!
🎥Youtube: https://www.youtube.com/📩 Newsletter: https://datascienceathome.substack.com🎙 Podcast: Available on Spotify, Apple Podcasts, and more.🐦 Twitter: 📘 LinkedIn: Francesco Gad📷 Instagram: https://www.instagram.com/datascienceathome/📘 Facebook: https://www.facebook.com/datascienceAH💼 LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast💬 Discord Channel: https://discord.gg/4UNKGf3

NEW TO DATA SCIENCE AT HOME?Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com.

📫 SEND US MAIL!We love hearing from you! Send us mail at:[email protected]
Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!

13/12/2024

In this episode of Data Science at Home, we’re diving deep into the powerful strategies that top AI companies, like OpenAI, use to scale their systems to handle millions of requests every minute! From stateless services and caching to the secrets of async processing, discover 8 essential strategies to make your AI and machine learning systems unstoppable. Whether you're working with traditional ML models or large LLMs, these techniques will transform your infrastructure. Hit play to learn how the pros do it and apply it to your own projects!

LISTEN / SUBSCRIBE TO THE PODCAST
YouTube: https://www.youtube.com/
Apple Podcasts: https://podcasts.apple.com/us/podcast/data-science-at-home/id1069871378
Podbean Podcasts: https://datascienceathome.podbean.com/
Player Fm: https://player.fm/series/data-science-at-home-2600992

Chapters
00:00 Intro
00:34 Scalability Strategies
01:08 Stateless Services
02:47 Horizontal Scaling
04:51 Load Balancing
06:14 Auto Scaling
07:41 Caching
09:27 Database Replication
11:07 Database Sharding
12:54 Async Processing
14:50 Infographics

RESOURCES & LINKS
Data Science at home: https://datascienceathome.com
Amethix Technologies: https://amethix.com

CONNECT WITH US!
Instagram: https://www.instagram.com/datascienceathome/
Twitter:
Facebook: https://www.facebook.com/datascienceAH
LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast
Discord Channel: https://discord.gg/4UNKGf3

NEW TO DATA SCIENCE AT HOME?
Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com

SEND US MAIL!
We love hearing from you! Send us mail at: [email protected]

12/12/2024

Discover the groundbreaking implications of AI, machine learning, and predictive analytics in military systems like the Iron Dome and DARPA's Alpha Dogfight. We delve into the rise of AI-powered surveillance in China and the pressing ethical concerns it raises globally.
Watch the full video at : https://youtu.be/AKW1siZJT3g

11/12/2024

Join us as we explore the fascinating intersection of AI technology and defense. We discuss key ethical considerations and strategic implications that every government must address to harness AI's potential responsibly and effectively.
Watch the full video at : https://youtu.be/AKW1siZJT3g

10/12/2024

Discover how AI is reshaping the defense landscape, enhancing national security, and improving decision-making in complex scenarios. We also explore the ethical and regulatory challenges that accompany these advancements in military technology.
Watch the full video at : https://youtu.be/AKW1siZJT3g

09/12/2024

Discover how AI-enhanced systems analyze vast satellite imagery and sensor data to identify threats in real time. We delve into tools like Project Maven, showcasing how machine learning transforms drone footage into actionable intelligence.
Watch the full video at : https://youtu.be/AKW1siZJT3g

08/12/2024

Explore how AI is revolutionizing military capabilities, from autonomous drones to predictive analytics. We dive into the strategic advantages and ethical dilemmas of integrating AI in defense systems, shaping the future of global power dynamics.
Watch the full video at : https://youtu.be/AKW1siZJT3g

07/12/2024

Explore the urgent need for global frameworks governing the use of AI in military applications. We highlight concerns about autonomy in critical defense scenarios and the potential for misuse in weapon systems. Let's discuss accountability and the technological possibilities in defense today.
Watch the full video at : https://youtu.be/AKW1siZJT3g

06/12/2024

Discover how deep learning approximates solutions while grappling with unbounded domains like language. We explore common misconceptions and clarify the role of data in solving complex problems. Gain insights into navigating these challenges effectively.

04/12/2024

Join us as we dive into David Karpf's perspective on the current state of AI and OpenAI. Discover why it’s crucial to analyze claims critically and not take visionary statements at face value, especially regarding recent funding news.
https://youtu.be/xI8SDS5ydEE

03/12/2024

Discover how the blockchain community is tackling energy inefficiency by changing protocols and transitioning away from proof of work. We explore innovative solutions aimed at minimizing energy use while maintaining security and efficiency in blockchain technology.
https://youtu.be/E9LA_Exw7fU

02/12/2024

Explore how Decision Transformers revolutionize reinforcement learning by transforming sequences of states, actions, and rewards into optimal decisions. Discover the simplicity and efficiency of using a single transformer network for powerful predictive capabilities!
Watch the full video at : https://youtu.be/3HWv0sZae6k

01/12/2024

We explore the efficiency of large language models in AI and their energy consumption challenges across various sectors. Discover why mixing capabilities are impressive yet demand significant energy resources. Join us for insights into multimodal models.

30/11/2024

Join us as we explore the provocative claim that reinforcement learning is no longer effective. This episode sparks vital discussions and insights that will challenge the way you think about data science. Let's unravel the truth together!
Watch the full video at : https://youtu.be/3HWv0sZae6k

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Video's

Autonomous Weapons and AI Warfare (Ep. 275)
Autonomous Weapons and AI Warfare (Ep. 275)

Here’s the updated text with links to the websites included: AI is revolutionizing the military with autonomous drones, surveillance tech, and decision-making systems. But could these innovations spark the next global conflict? In this episode of Data Science at Home, we expose the cutting-edge tech reshaping defense—and the chilling ethical questions that follow. Don’t miss this deep dive into the AI arms race! 🎧 LISTEN / SUBSCRIBE TO THE PODCAST Apple Podcasts Podbean Podcasts Player FM Chapters00:00 - Intro01:54 - Autonomous Vehicles03:11 - Surveillance And Reconnaissance04:15 - Predictive Analysis05:57 - Decision Support System08:24 - Real World Examples10:42 - Ethical And Strategic Considerations12:25 - International Regulation13:21 - Conclusion14:50 - Outro ✨ Connect with us! 🎥Youtube: https://www.youtube.com/@DataScienceatHome📩 Newsletter: https://datascienceathome.substack.com🎙 Podcast: Available on Spotify, Apple Podcasts, and more.🐦 Twitter: @DataScienceAtHome📘 LinkedIn: Francesco Gad📷 Instagram: https://www.instagram.com/datascienceathome/📘 Facebook: https://www.facebook.com/datascienceAH💼 LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast💬 Discord Channel: https://discord.gg/4UNKGf3 NEW TO DATA SCIENCE AT HOME?Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com. 📫 SEND US MAIL!We love hearing from you! Send us mail at:[email protected] Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science! #DataScienceAtHome #ArtificialIntelligence #AI #MilitaryTechnology #AutonomousDrones #SurveillanceTech #AIArmsRace #DataScience #DefenseInnovation #EthicsInAI #GlobalConflict #PredictiveAnalysis #AIInWarfare #Technol

Autonomous Weapons and AI Warfare (Ep. 275)
Autonomous Weapons and AI Warfare (Ep. 275)

Here’s the updated text with links to the websites included: AI is revolutionizing the military with autonomous drones, surveillance tech, and decision-making systems. But could these innovations spark the next global conflict? In this episode of Data Science at Home, we expose the cutting-edge tech reshaping defense—and the chilling ethical questions that follow. Don’t miss this deep dive into the AI arms race! 🎧 LISTEN / SUBSCRIBE TO THE PODCAST Apple Podcasts Podbean Podcasts Player FM Chapters00:00 - Intro01:54 - Autonomous Vehicles03:11 - Surveillance And Reconnaissance04:15 - Predictive Analysis05:57 - Decision Support System08:24 - Real World Examples10:42 - Ethical And Strategic Considerations12:25 - International Regulation13:21 - Conclusion14:50 - Outro ✨ Connect with us! 🎥Youtube: https://www.youtube.com/@DataScienceatHome📩 Newsletter: https://datascienceathome.substack.com🎙 Podcast: Available on Spotify, Apple Podcasts, and more.🐦 Twitter: @DataScienceAtHome📘 LinkedIn: Francesco Gad📷 Instagram: https://www.instagram.com/datascienceathome/📘 Facebook: https://www.facebook.com/datascienceAH💼 LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast💬 Discord Channel: https://discord.gg/4UNKGf3 NEW TO DATA SCIENCE AT HOME?Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com. 📫 SEND US MAIL!We love hearing from you! Send us mail at:[email protected] Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science! #DataScienceAtHome #ArtificialIntelligence #AI #MilitaryTechnology #AutonomousDrones #SurveillanceTech #AIArmsRace #DataScience #DefenseInnovation #EthicsInAI #GlobalConflict #PredictiveAnalysis #AIInWarfare #Technol

8 Proven Strategies to Scale Your AI Systems Like OpenAI! 🚀 (Ep. 274)
8 Proven Strategies to Scale Your AI Systems Like OpenAI! 🚀 (Ep. 274)

In this episode of Data Science at Home, we’re diving deep into the powerful strategies that top AI companies, like OpenAI, use to scale their systems to handle millions of requests every minute! From stateless services and caching to the secrets of async processing, discover 8 essential strategies to make your AI and machine learning systems unstoppable. Whether you're working with traditional ML models or large LLMs, these techniques will transform your infrastructure. Hit play to learn how the pros do it and apply it to your own projects! LISTEN / SUBSCRIBE TO THE PODCAST YouTube: https://www.youtube.com/@DataScienceatHome Apple Podcasts: https://podcasts.apple.com/us/podcast/data-science-at-home/id1069871378 Podbean Podcasts: https://datascienceathome.podbean.com/ Player Fm: https://player.fm/series/data-science-at-home-2600992 Chapters 00:00 Intro 00:34 Scalability Strategies 01:08 Stateless Services 02:47 Horizontal Scaling 04:51 Load Balancing 06:14 Auto Scaling 07:41 Caching 09:27 Database Replication 11:07 Database Sharding 12:54 Async Processing 14:50 Infographics RESOURCES & LINKS Data Science at home: https://datascienceathome.com Amethix Technologies: https://amethix.com CONNECT WITH US! Instagram: https://www.instagram.com/datascienceathome/ Twitter: @datascienceathome Facebook: https://www.facebook.com/datascienceAH LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast Discord Channel: https://discord.gg/4UNKGf3 NEW TO DATA SCIENCE AT HOME? Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com SEND US MAIL! We love hearing from you! Send us mail at: [email protected]

8 Proven Strategies to Scale Your AI Systems Like OpenAI! 🚀 (Ep. 274)
8 Proven Strategies to Scale Your AI Systems Like OpenAI! 🚀 (Ep. 274)

In this episode of Data Science at Home, we’re diving deep into the powerful strategies that top AI companies, like OpenAI, use to scale their systems to handle millions of requests every minute! From stateless services and caching to the secrets of async processing, discover 8 essential strategies to make your AI and machine learning systems unstoppable. Whether you're working with traditional ML models or large LLMs, these techniques will transform your infrastructure. Hit play to learn how the pros do it and apply it to your own projects! LISTEN / SUBSCRIBE TO THE PODCAST YouTube: https://www.youtube.com/@DataScienceatHome Apple Podcasts: https://podcasts.apple.com/us/podcast/data-science-at-home/id1069871378 Podbean Podcasts: https://datascienceathome.podbean.com/ Player Fm: https://player.fm/series/data-science-at-home-2600992 Chapters 00:00 Intro 00:34 Scalability Strategies 01:08 Stateless Services 02:47 Horizontal Scaling 04:51 Load Balancing 06:14 Auto Scaling 07:41 Caching 09:27 Database Replication 11:07 Database Sharding 12:54 Async Processing 14:50 Infographics RESOURCES & LINKS Data Science at home: https://datascienceathome.com Amethix Technologies: https://amethix.com CONNECT WITH US! Instagram: https://www.instagram.com/datascienceathome/ Twitter: @datascienceathome Facebook: https://www.facebook.com/datascienceAH LinkedIn: https://www.linkedin.com/company/data-science-at-home-podcast Discord Channel: https://discord.gg/4UNKGf3 NEW TO DATA SCIENCE AT HOME? Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at https://datascienceathome.com SEND US MAIL! We love hearing from you! Send us mail at: [email protected]

Exploring AI's Impact on Military Technology: Iron Dome & More
Exploring AI's Impact on Military Technology: Iron Dome & More

Discover the groundbreaking implications of AI, machine learning, and predictive analytics in military systems like the Iron Dome and DARPA's Alpha Dogfight. We delve into the rise of AI-powered surveillance in China and the pressing ethical concerns it raises globally. Watch the full video at : https://youtu.be/AKW1siZJT3g #ArtificialIntelligence #MilitaryTech #DataScience #IronDome #DARPA #PredictiveAnalytics #Surveillance #EthicsInAI #MachineLearning #ChinaAI

AI in Defense: Navigating Ethical Dilemmas and Strategies
AI in Defense: Navigating Ethical Dilemmas and Strategies

Join us as we explore the fascinating intersection of AI technology and defense. We discuss key ethical considerations and strategic implications that every government must address to harness AI's potential responsibly and effectively. Watch the full video at : https://youtu.be/AKW1siZJT3g #AIEthics #DefenseTechnology #StrategicInsights #ArtificialIntelligence #Governance #EthicalAI #MilitaryInnovation #TechDilemmas #FutureOfDefense #AIAccountability

AI Revolution: Transforming National Security and Defense
AI Revolution: Transforming National Security and Defense

Discover how AI is reshaping the defense landscape, enhancing national security, and improving decision-making in complex scenarios. We also explore the ethical and regulatory challenges that accompany these advancements in military technology. Watch the full video at : https://youtu.be/AKW1siZJT3g #AIinDefense #NationalSecurity #MilitaryTechnology #AIRevolution #EthicalAI #DecisionMaking #DefenseInnovation #SecurityChallenges #FutureOfDefense #TechTrends

AI Revolution: Real-Time Threat Detection with Satellite Data
AI Revolution: Real-Time Threat Detection with Satellite Data

Discover how AI-enhanced systems analyze vast satellite imagery and sensor data to identify threats in real time. We delve into tools like Project Maven, showcasing how machine learning transforms drone footage into actionable intelligence. Watch the full video at : https://youtu.be/AKW1siZJT3g #AITechnology #ThreatDetection #SatelliteImagery #MachineLearning #ProjectMaven #RealTimeAnalysis #DroneFootage #DataScience #SecuritySolutions #InnovativeTech

AI in Defense: The Future of Military Strategy
AI in Defense: The Future of Military Strategy

Explore how AI is revolutionizing military capabilities, from autonomous drones to predictive analytics. We dive into the strategic advantages and ethical dilemmas of integrating AI in defense systems, shaping the future of global power dynamics. Watch the full video at : https://youtu.be/AKW1siZJT3g #AIDefense #MilitaryStrategy #FutureOfWar #AutonomousDrones #CyberSecurity #EthicalAI #GlobalPower #TechInDefense #MilitaryInnovation #AIRevolution

Global Governance: Ensuring Responsible AI in Military Use
Global Governance: Ensuring Responsible AI in Military Use

Explore the urgent need for global frameworks governing the use of AI in military applications. We highlight concerns about autonomy in critical defense scenarios and the potential for misuse in weapon systems. Let's discuss accountability and the technological possibilities in defense today. Watch the full video at : https://youtu.be/AKW1siZJT3g #AIEthics #MilitaryTechnology #AIAccountability #DefenseInnovation #GlobalFrameworks #WeaponSystems #AutonomousWeapons #MachineLearning #ResponsibleAI #AIinDefense

Understanding Deep Learning: The Limits of Statistical Distributions
Understanding Deep Learning: The Limits of Statistical Distributions

Discover how deep learning approximates solutions while grappling with unbounded domains like language. We explore common misconceptions and clarify the role of data in solving complex problems. Gain insights into navigating these challenges effectively. #DeepLearning #StatisticalDistributions #MachineLearning #TechInsights #DataScience #LanguageProcessing #ArtificialIntelligence #ProblemSolving #ComputationalLimits #AIUnderstanding

Understanding AI: Insights from David Karpf on OpenAI
Understanding AI: Insights from David Karpf on OpenAI

Join us as we dive into David Karpf's perspective on the current state of AI and OpenAI. Discover why it’s crucial to analyze claims critically and not take visionary statements at face value, especially regarding recent funding news. https://youtu.be/xI8SDS5ydEE #AIInsights #DavidKarpf #OpenAI #TechTalk #CriticalThinking #SamAltman #AIDiscussion #Innovation #FundingNews #TechCommunity

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