AI Portfolio Podcast

著者: Mark Moyou PhD
  • サマリー

  • The AI Portfolio Podcast showcases Experts, Companies, and Communities that can accelerate your journey of taking machine learning products to market.

    If you are a practitioner, investor, or data leader, you will get something from the show by becoming exposed to great companies to invest in or join and learn how experts navigate their careers.

    My goal is to open doors and increase your sense of the possibility of what can be done with machine learning. Connect with me, share the show, and let me know how I can add value.

    © 2024 AI Portfolio Podcast
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エピソード
  • Chris Walton: The Art of Merchant, E-commerce, Gen AI in Retail Market - AI Portfolio Podcast #014
    2024/08/26

    Chris Walton, a top expert in omnichannel retailing, has nearly 20 years of experience in retail and retail technology. As Co-CEO and Founder of Omni Talk, one of the fastest-growing retail blogs, he's a leading voice in the Retail Technology industry. Chris brings deep insights with a background at Target as VP of Store of the Future and Merchandising for Home Furnishings. He holds an MBA from Harvard and a BA from Stanford.

    Chris Walton Socials:
    LinkedIn: https://www.linkedin.com/in/chriswaltonretail/
    OmniTalk Retail:https://www.linkedin.com/company/omnitalk/posts/?feedView=all
    Twitter: https://mobile.x.com/OmniTalk

    Mark Moyou, PhD Socials:
    LinkedIn: https://www.linkedin.com/in/markmoyou/
    Twitter: https://twitter.com/MarkMoyou


    Chapters
    00:00 Intro
    01:58 Gen AI in Retail
    04:53 E-Commerce
    06:10 When E-Commerce boomed
    09:15 Advancement of Retail with accelerated compute
    11:03 Fast Commerce is eating business of large ecommerce players
    12:43 Labour Dynamics in Retail (Indian vs US market)
    14:40 Real Business Value of Gen AI
    17:03 Electronic Dynamic Tags
    19:35 Computer Vision and Personalization
    22:10 The art of merchandising
    24:02 Importance of Merchant
    29:30 MerchantGPT
    35:07 Customer loyalty
    37:39 Segmentation of Retail market
    39:45 Impact of Gen AI in Retail Market
    42:00 Shift in Retail Market
    48:28 Marketing with Gen AI
    52:07 Why AI can't replicate sale associates and customer service
    55:44 Challenges of data in Retail Market
    59:54 Doing my own way mindset in retail
    01:01:07 Executive Big Bets
    01:03:13 Search in Product Discovery
    01:06:13 Retail Media Networks
    01:08:20 Retail Ads, YouTube and Brand Recognition
    01:11:47 AI Generated Content
    01:14:40 Are Malls dead?
    01:15:20 AI Agents in Retail
    01:16:40 Career Optimization Function
    01:19:23 Three Book Recommendations
    01:20:04 Career Advice
    01:22:15 Rapid Round


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    1 時間 25 分
  • Ramsri Goutham Golla: Micro Saas, Philosophy, Product Mindset - AI Portfolio Podcast
    2024/07/13

    Ramsri, an AI expert with 12+ years of experience in AI and product development, specializing in computer vision and NLP. Ramsri is the founder of Questgen.ai and Supermeme.ai, innovative NLP SaaS apps. He also teaches NLP and AI SaaS courses at LearnNLP Academy and shares insights on Medium, Twitter, and YouTube.

    📲 Ramsri Goutham Golla Socials:
    LinkedIn: https://www.linkedin.com/in/ramsrig/
    Twitter: https://twitter.com/ramsri_goutham

    📲 Mark Moyou, PhD Socials:
    LinkedIn: https://www.linkedin.com/in/markmoyou/
    Twitter: https://twitter.com/MarkMoyou

    📗 Chapters
    00:00 Intro
    02:43 Bootstrapping Two Companies
    05:09 PhD and Entrepreneurship
    08:11 Overview of Companies
    09:53 Memes
    12:23 Bootstrapping Startups
    22:27 Minimalistic Philosophy for Startups
    25:47 Building Distribution through Personal Brand
    34:39 Saas vs Micro Saas
    40:15 Happy Place
    47:51 Major Components of AI saas apps
    54:04 Open Source Models vs API
    58:26 Getting Featured in Google
    01:08:17 Coming back to India
    01:17:36 Takeaways from Silicon Valley
    01:32:48 Company of one
    01:35:39 Number One on Product Hunt
    01:45:25 Generalize High Cognition Barrier
    01:53:15 Mistakes in building Saas
    01:59:17 Unfair Advantage
    02:01:53 Advice for launching micro saas apps
    02:05:09 If you have to start over
    02:08:36 Advice for high schooler, college student and professionals
    02:22:17 Rapid Round

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    2 時間 33 分
  • Serg Masis: AGI, Interpretable Machine Learning, Upcoming Book - AI Portfolio Podcast
    2024/07/09

    Serg Masís, a renowned Data Scientist in the agriculture sector, with a multifaceted background in entrepreneurship and web/app development. Serg is also the author of the acclaimed book "Interpretable Machine Learning with Python."

    📲 Serg Masís Socials:
    LinkedIn: https://www.linkedin.com/in/smasis/

    📲 Mark Moyou, PhD Socials:
    LinkedIn: https://www.linkedin.com/in/markmoyou/
    Twitter: https://twitter.com/MarkMoyou

    📗 Chapters
    00:00 Intro
    03:02 Interpretable Machine Learning System
    11:06 post-hoc interpretability
    12:57 Quality of Interpretability bounded by the breadth of inputs
    18:52 EDA is more than just exploring the data
    21:12 Interpretable Models
    27:19 Upper Limit
    28:59 Causal reasoning
    35:02 Domain Knowledge in Causality
    37:42 Causality on existing and generative data
    40:42 AGI and Simulation
    47:33 LLMs to Interpret Data
    52:25 Interaction with Machine Learning Systems
    54:53 Modeling in EDA
    57:34 Training Data Mixtures
    01:02:26 Impact of Generative AI
    01:06:05 Mixture of Experts
    01:12:46 Serg's upcoming book
    01:18:54 Building Product Mindset
    01:23:59 Barrier of Entry for Data Scientists
    01:28:01 Advice for Book Writers
    01:33:43 Career Optimization Function
    01:37:45 Web Development Background
    01:42:24 Advice for High Schooler, College Student and Professionals
    01:47:57 Book Recommendations
    01:49:26 Rapid Round

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    1 時間 55 分

あらすじ・解説

The AI Portfolio Podcast showcases Experts, Companies, and Communities that can accelerate your journey of taking machine learning products to market.

If you are a practitioner, investor, or data leader, you will get something from the show by becoming exposed to great companies to invest in or join and learn how experts navigate their careers.

My goal is to open doors and increase your sense of the possibility of what can be done with machine learning. Connect with me, share the show, and let me know how I can add value.

© 2024 AI Portfolio Podcast

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