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TechSurge: Deep Tech VC Podcast

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

cách đây 3 ngày trước1:14:43

Nghe Sau

Danh sách

Thích

Đã thích

1:14:43

Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying math that powers modern machine learning to help everyone grasp this technology impacting our lives, even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

Wrenches Gadgets & Hacks

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A technology podcast for the curious and creative in the AECO and Beyond.
At Wrenches Gadgets & Hacks, we dive into the dynamic intersection of Architecture, Engineering, Construction, and Operations (AECO) with cutting-edge Technologies. In every 30-minute episode, we unravel the tools, technologies, and time-saving hacks that are reshaping the landscapes of industries and hobbies alike. Whether you're a professional in AECO, an enthusiast, or someone just curious about the future, join us on this journey to explore the frontiers of innovation.
Thanks to Alex Grhol for the podcast music "Indie Hey Song (Lost Fragments)"
#WGHpodcast

19 tập

#Science #Tech #Arts #Carl Storms #Vdc #Technology #Design #Innovation #BIM #AECO #3D Printing #Code #AEC

Wrenches Gadgets & Hacks

updated cách đây khoảng một năm trước

Chia sẻ

Trang chủ series•Feed

19 tập

#Science #Tech #Arts #Carl Storms #Vdc #Technology #Design #Innovation #BIM #AECO #3D Printing #Code #AEC

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Wrenches Gadgets & Hacks

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Episode 03-06: AECO Tech Geek Gift Guide 1:07:39

cách đây 14 weeks trước1:07:39

1:07:39

Welcome to the finale of Wrenches, Gadgets & Hacks Series 3, "Guests' Choice: AECO Mavericks Unscripted." In this week's episode, it's less about the guest, because we don't have one, and more about the tech! Get out your pens and take notes as John and Carl give their suggestions for our first annual "AECO Tech Geek Gift Guide." Join us for the final episode of the year as we dive into the AECO tech geek gift guide! From 3D printers to outdoor tech and even luxury tech, we've got 12 categories of must-have gadgets and tools for the holiday season, with recommendations for a wide range of budgets. Whether you're shopping for a tech enthusiast or looking to treat yourself, this episode is packed with innovative ideas and tips from your hosts for everyone in AECO tech. Don't miss out on making your holiday shopping a breeze! 🎄🔧 And if ever there was an episode to check out the show notes, this is it! You can find the full list with links from both Carl and John for all 12 categories there! Enjoy the show, and remember to check out the Show Notes for all the episode links. Support the show You can find all of the WGH links in one place with our 👉 BIO LINK Also a BIG Thanks to Alex Grohl for our amazing intro and outro music " Indie Hey Song (Lost Fragments)" You can find more great royalty-free music from Alex on Pixabay…

Wrenches Gadgets & Hacks

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Episode 03-05: Aaron Maller 42:25

cách đây 15 weeks trước42:25

42:25

Welcome to Series 3, Episode 5 of Wrenches, Gadgets & Hacks. This series' theme is less of a theme and more about being awesome - "Guests' Choice: AECO Mavericks Unscripted." In this week's episode, we chat with the awesome Aaron Maller of the Parallax Team in the AMA (Ask Me Anything) style. Join us for an insightful conversation with Aaron Maller, founder of Parallax Team, as he shares his journey in architecture and BIM, discusses the human side of technical support, and reveals the heartwarming story behind his traveling koala bear companion. This candid discussion explores everything from handling challenging support situations to the therapeutic value of hand drafting. Plus, learn why admitting you're wrong can be a powerful tool for personal growth. Tune in now for insights, inspiration, and laughs! Enjoy the show, and remember to check out the Show Notes for all the episode links. Support the show You can find all of the WGH links in one place with our 👉 BIO LINK Also a BIG Thanks to Alex Grohl for our amazing intro and outro music " Indie Hey Song (Lost Fragments)" You can find more great royalty-free music from Alex on Pixabay…

Wrenches Gadgets & Hacks

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Episode 03-04: Adam Thomas 42:29

cách đây 16 weeks trước42:29

42:29

Welcome to the forth episode of of Wrenches, Gadgets & Hacks Series 3. This series theme, is really no theme at all "Guests' Choice: AECO Mavericks Unscripted." This week, we chat with Adam Thomas of Read|Thomas , discussing how consulting in 2024 is moving away from the traditional hired hand approach and embracing new strategies! In this episode of Wrenches, Gadgets & Hacks, we dive into the world of AECO consulting with our maverick guest, Adam Thomas. We explore how he balances the art of problem-solving with the science of stress management. From his unique journey in construction and architecture to his insights on modern consulting, Adam shares his strategies for staying calm under pressure and the importance of prioritizing people over technology. Tune in for valuable tips on work-life balance, generational shifts in the industry, and why challenging yourself is the ultimate hack for growth. Enjoy the show, and remember to check out the Show Notes for all the episode links. Support the show You can find all of the WGH links in one place with our 👉 BIO LINK Also a BIG Thanks to Alex Grohl for our amazing intro and outro music " Indie Hey Song (Lost Fragments)" You can find more great royalty-free music from Alex on Pixabay…

Wrenches Gadgets & Hacks

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Episode 03-03: Jeffrey Pinheiro aka "The Revit Kid" 42:55

cách đây 17 weeks trước42:55

42:55

Welcome to the third episode of Series 3 of Wrenches, Gadgets & Hacks! The theme of this series is "Guests' Choice: AECO Mavericks Unscripted." This episode's guest, Jeffrey "The Revit Kid" Pinheiro , is one of the OG Mavericks in the world of AECO content creation! In this episode of Wrenches Gadgets &Hacks, we dive into the world of content creation and community building with Jeff Pinheiro, also known as The Revit Kid. Jeff shares his journey, from starting a blog to amassing nearly one hundred thousand followers on his YouTube channel, " The Revit Kid ." We explore the importance of creating valuable content, the role of social media, and how to build a supportive online community. Whether you're a seasoned content creator or just starting out, Jeff's insights offer valuable lessons on leveraging technology to share knowledge and connect with like-minded individuals. Enjoy the show, and remember to check out the Show Notes for all the episode links. Support the show You can find all of the WGH links in one place with our 👉 BIO LINK Also a BIG Thanks to Alex Grohl for our amazing intro and outro music " Indie Hey Song (Lost Fragments)" You can find more great royalty-free music from Alex on Pixabay…

Wrenches Gadgets & Hacks

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Episode 03-02: Susan Young 31:56

cách đây 18 weeks trước31:56

31:56

Welcome to the second episode of Series 3 of Wrenches, Gadgets & Hacks ! The theme of this series is "Guests' Choice: AECO Mavericks Unscripted," where we have amazing guests driving the topics of each episode. In this episode, Carl and John dive into the art of communication within the AECO industry. Our guest, Susan Young , a seasoned storyteller and CEO of Get in Front Communications, shares her journey from being a radio news reporter to helping professionals in architecture, engineering, and construction improve their presentation skills. The discussion highlights the importance of storytelling, curiosity, and the human connection in effectively conveying ideas. With insights into overcoming the fear of public speaking and the value of authentic communication, this episode offers valuable takeaways for anyone looking to enhance their professional interactions. We also learn about Susan's new online 3-day training, "Top Tier Communicator," perfect for AEC speakers, communicators, and networkers. It covers networking, listening, small talk, presentations, storytelling, and more - link below 👇 Top Tier Communicator Enjoy the show, and remember to check out the Show Notes for all the episode links. Support the show You can find all of the WGH links in one place with our 👉 BIO LINK Also a BIG Thanks to Alex Grohl for our amazing intro and outro music " Indie Hey Song (Lost Fragments)" You can find more great royalty-free music from Alex on Pixabay…

Wrenches Gadgets & Hacks

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Episode 03-01: Clifton Harness 36:26

cách đây 19 weeks trước36:26

36:26

In this episode of Wrenches Gadgets & Hacks, we kick off Series 3: "Guests' Choice: AECO Mavericks Unscripted" and welcome back John Pierson as our Co-Host! For this episode's Maverick, we have Clifton Harness , co-founder and CEO of TestFit , as we explore the world of generative design and its impact on real estate, architecture and construction. From optimizing and building AECO configurators to the future of automated design processes, Clifton shares insights on how technology is transforming the industry. Tune in to discover how TestFit is redefining architectural feasibility and what this means for the future of design and construction. Enjoy the show, and remember to check out the Show Notes for all the episode links. Support the show You can find all of the WGH links in one place with our 👉 BIO LINK Also a BIG Thanks to Alex Grohl for our amazing intro and outro music " Indie Hey Song (Lost Fragments)" You can find more great royalty-free music from Alex on Pixabay…

Wrenches Gadgets & Hacks

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Episode 02-06: Tannis Liviniuk - The Future of AI 37:50

cách đây 34 weeks trước37:50

37:50

Welcome back for the sixth and final episode of our second series, “AI in the AECO and Beyond.” Our host, Carl , speaks with Tannis Liviniuk , Digital Advancement Executive at Zachry Group , about the current state and future of AI in the Architecture, Engineering, Construction, and Operations (AECO) industry. What they discover during the discussion is that AI is a valuable assistant that can help with mundane tasks, such as sifting through millions of documents, and also serve as a tool for learning and exploration. The use of AI can lead to curiosity and deeper engagement with projects, ultimately providing real value and convenience. Key Topics Discussed: AI in Construction: The evolution of AI and its current applications in the AECO industry. Data Management: The importance of data quality and the challenges of managing vast amounts of project documentation. Future of AI: Predictions on how AI will continue to shape project planning, risk management, and overall workflow efficiency. Practical AI Tools: How AI can assist in daily tasks and improve productivity without replacing human jobs. Corporate AI Policies: The necessity of secure and ethical AI usage within organizations. Educational Insights: Encouraging exploration and learning of AI tools to stay ahead in the industry. * The above was created with a helping hand from an LLM from the Podcast episode transcript, which was transcribed by AI 😁 And remember to check out the Show Notes for all the episode links. OQULi - Official Series 2 Sponsor WGH Series 2 “AI in the AECO and Beyond” is brought to you by OQULi - Bridging the Intangible. Disclaimer: This post contains affiliate links. If you make a purchase, I may receive a commission at no extra cost to you. Support the show You can find all of the WGH links in one place with our 👉 BIO LINK Also a BIG Thanks to Alex Grohl for our amazing intro and outro music " Indie Hey Song (Lost Fragments)" You can find more great royalty-free music from Alex on Pixabay…

Wrenches Gadgets & Hacks

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Episode 02-05: Craig Barbieri - AI Rendering 34:26

cách đây 35 weeks trước34:26

34:26

In this episode of Wrenches, Gadgets & Hacks, we continue our series on AI in the AECO industry. Host Carl welcomes Craig , the Director of Digital Technology at Ewing Cole , to discuss the transformative role of AI in rendering and design. Craig shares his journey from studying architecture and landscape architecture to leading digital media and design technology at a major firm. The conversation moves into the parallels between the rise of BIM and AI, the practical applications of AI in rendering, and the importance of crafting effective prompts for AI tools. Key Topics Discussed: AI in Design: The impact of AI on the design process, including the use of tools like MidJourney , Veras , and Magnific . Rendering with AI: How AI is used to generate architectural renderings, the challenges of creating realistic images, and the importance of maintaining design authenticity. Prompts and Workflows: The significance of crafting good prompts for AI tools and the innovative workflows developed by designers at Ewing Cole. Security and Custom AI: The exploration of different methods for creating custom AI tools while ensuring data security. Future of AI in AECO: The potential and limitations of AI in the industry, and the importance of continuous experimentation and learning. * The above was created with a helping hand from an LLM from the Podcast episode transcript, which was transcribed by AI 😁 And remember to check out the Show Notes for all the episode links. OQULi - Official Series 2 Sponsor WGH Series 2 “AI in the AECO and Beyond” is brought to you by OQULi - Bridging the Intangible. Disclaimer: This post contains affiliate links. If you make a purchase, I may receive a commission at no extra cost to you. Support the show You can find all of the WGH links in one place with our 👉 BIO LINK Also a BIG Thanks to Alex Grohl for our amazing intro and outro music " Indie Hey Song (Lost Fragments)" You can find more great royalty-free music from Alex on Pixabay…

Wrenches Gadgets & Hacks

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Episode 02-04: Valentin Noves - AI in Software Dev 34:09

cách đây 36 weeks trước34:09

34:09

Welcome back "Wrench's Gadgets & Hacks" where we explore the latest in technology and innovation. In this episode host Carl Storms dives into the world of AI in software development and the AECO (Architecture, Engineering, Construction, and Operations) industry with special guest Valentin Noves . They explore the practical applications of AI, the challenges faced by developers, and the future of AI in coding and beyond. Key Discussion Points: AI in Software Development: Valentin and Carl discussed how AI tools like Copilot and Codeium are used in software development. They noted that junior developers tend to use these tools more frequently than senior developers, especially when dealing with complex coding problems. Training and Learning with AI: Valentin emphasized the usefulness of AI as a training tool, highlighting how it can help developers quickly learn and solve specific problems without sifting through extensive tutorials. Custom AI Models: Creating custom AI models was discussed, with Valentine explaining the challenges related to data quality and quantity. He shared an example of an experimental project where they tried to use AI for construction schedules and found limitations due to insufficient data. Future of AI in AECO: Valentine shared his views on the potential of AI to automate and enhance various aspects of the AECO industry. He stressed the importance of finding a balance between using AI tools and traditional methods. Fun with AI: Valentin recounted experimental projects like translating city images into music and creating ontologies for building IoT device placement. These projects, while experimental, showcased the creative and fun side of working with AI. Join us for this insightful conversation as we jump into the world of AI from the software developers side and its potential in the AECO industry and beyond. * The above was created with a helping hand from an LLM from the Podcast Episode transcript, which was transcribed by AI 😁 And remember to check out the Show Notes for all the episode links. OQULi - Official Series 2 Sponsor WGH Series 2 “AI in the AECO and Beyond” is brought to you by OQULi - Bridging the Intangible. Disclaimer: This post contains affiliate links. If you make a purchase, I may receive a commission at no extra cost to you. Support the show You can find all of the WGH links in one place with our 👉 BIO LINK Also a BIG Thanks to Alex Grohl for our amazing intro and outro music " Indie Hey Song (Lost Fragments)" You can find more great royalty-free music from Alex on Pixabay…

Wrenches Gadgets & Hacks

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Episode 02-03: Carl Storms - The Old Switcheroo 33:55

cách đây 38 weeks trước33:55

33:55

For the third episode of Series 2, we flip the script and give the listener the old switcheroo, with the guest becoming the host and the host becoming the guest. We welcome back our first guest and past co-host, John Pierson, as host so he can put Carl Storms in the hot seat. This episode dives into Carl's experiences, challenges, and learnings from dedicating 100 days to exploring various AI tools and technologies. From humorous dad jokes to AI-aided website programming, Carl shares his insights and practical applications of AI in the AECO industry. Key Discussion Points: Discussion on Carl’s 100 Days AI journey, exploring various AI tools and technologies. Conversation about the use of AI in everyday life and its potential in the AECO industry. Discussion on the importance of AI in enhancing efficiency and creativity in the AECO industry. Exploration of various AI tools and platforms, including Chat GPT, Pi AI, and Goblin Tools. Discussion on the importance of curating and reviewing AI-generated content. Join us for this insightful conversation about the journey of learning AI and its potential in the AECO industry and beyond. * The above was created with a helping hand from an LLM from the Podcast Episode transcript, which was transcribed by AI 😁 And remember to check out the Show Notes for all the episode links. OQULi - Official Series 2 Sponsor WGH Series 2 “AI in the AECO and Beyond” is brought to you by OQULi - Bridging the Intangible. Disclaimer: This post contains affiliate links. If you make a purchase, I may receive a commission at no extra cost to you. Support the show You can find all of the WGH links in one place with our 👉 BIO LINK Also a BIG Thanks to Alex Grohl for our amazing intro and outro music " Indie Hey Song (Lost Fragments)" You can find more great royalty-free music from Alex on Pixabay…

Wrenches Gadgets & Hacks

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Episode 02-02: Daniel Peterson - Custom GPTs 39:51

cách đây 39 weeks trước39:51

39:51

Welcome to another episode "Wrench's Gadgets & Hacks" where we explore the latest in technology and innovation. In this episode, we're joined by Daniel Peterson , also known as the Revit Wizard , a senior design technology coordinator at the Beck group . Be sure to stick around to the end, after the outro music, for the bonus content, that covers point 5 below 👇 Key Discussion Points: Artificial Intelligence (AI) in the AECO Industry: Daniel shares his experiences with AI in the Architecture, Engineering, Construction, and Operations (AECO) industry. He highlights how AI can streamline processes, eliminate busy work, and allow professionals to focus on more critical tasks. Data Security in AI Applications: The conversation goes into the importance of data security in AI applications. The speakers note that higher-tier AI services often provide more robust data protection. AI in Coding and Prompt Engineering: The discussion explores the use of AI in coding and the concept of 'prompt engineering'. This involves crafting specific prompts to get the desired responses from an AI system. Introduction of the Revit Wizard: Daniel introduces the Revit Wizard, an AI tool he developed to assist with all things related to Revit, a software used in building information modeling (BIM). The tool can answer specific questions about Revit and provide step-by-step instructions for various tasks. Preserving Industry Knowledge: The speakers conclude by emphasizing the importance of capturing and preserving industry knowledge, especially as experienced professionals retire. They suggest that AI could play a crucial role in this, serving as a repository for valuable expertise. Join us for this insightful conversation as we jump into the world of AI and its potential in the AECO industry and beyond. * The above was created with a helping hand from an LLM from the Podcast Episode transcript, which was transcribed by AI 😁 And remember to check out the Show Notes for all the episode links. OQULi - Official Series 2 Sponsor WGH Series 2 “AI in the AECO and Beyond” is brought to you by OQULi - Bridging the Intangible. Disclaimer: This post contains affiliate links. If you make a purchase, I may receive a commission at no extra cost to you. Support the show You can find all of the WGH links in one place with our 👉 BIO LINK Also a BIG Thanks to Alex Grohl for our amazing intro and outro music " Indie Hey Song (Lost Fragments)" You can find more great royalty-free music from Alex on Pixabay…

Wrenches Gadgets & Hacks

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Episode 02-01: Dennis Dixon & Paige Reiche - General AI 34:08

cách đây 40 weeks trước34:08

34:08

Welcome to the first episode of Series 2 of Wrenches Gadgets & Hacks! The theme of this series is "AI in the AECO and Beyond," where we'll explore all things AI, including General AI, Custom GPTs, Prompt Engineering, and much more. We kick off this series with a bang as we have not one, but two great guests this episode: Dennis Dixon - Partner at OQULI Paige Reiche - Partner at OQULi We had a great chat with them about OQULi, the first "choose your own adventure" software suite that allows the Design, Construction, and Manufacturing communities to navigate the creation of their tools. We also went down the rabbit hole of General AI in the AECO industry and beyond, which may or may not include a "rap" about the podcast host. Enjoy the show and be sure to stick around until the end for two great AI hacks! And remember to check out the Show Notes for all the episode links. OQULi - Official Series 2 Sponsor WGH Series 2 “AI in the AECO and Beyond” is brought to you by OQULi - Bridging the Intangible. Disclaimer: This post contains affiliate links. If you make a purchase, I may receive a commission at no extra cost to you. Support the show You can find all of the WGH links in one place with our 👉 BIO LINK Also a BIG Thanks to Alex Grohl for our amazing intro and outro music " Indie Hey Song (Lost Fragments)" You can find more great royalty-free music from Alex on Pixabay…

Wrenches Gadgets & Hacks

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Episode 01-06: Zach Kron - Because You Care 36:25

cách đây 46 weeks trước36:25

36:25

Welcome to the 6th and final episode of Series 1 of the Wrenches Gadgets & Hacks Podcast. In this episode of the “Technology, Innovation, and Curiosity On and Off the Clock" series, Carl and guest host John engage in a stimulating discussion with Zach Kron . They learn about all the great things he as done in his career, and how he uses those technologies and skills off the clock. They also learn that making gifts for people with those same skills, while fun is also something that's done because we care, and we want these gifts to be meaningful. As we chatted with Zach we got into the weeds with so many great technologies, past and present. Project Vasari Dynamo Forma Tinkercad All this and more can be found in the full episode and Show Notes Support the show You can find all of the WGH links in one place with our 👉 BIO LINK Also a BIG Thanks to Alex Grohl for our amazing intro and outro music " Indie Hey Song (Lost Fragments)" You can find more great royalty-free music from Alex on Pixabay…

Wrenches Gadgets & Hacks

1
Episode 01-05: Ehsan Iran-Nejad - The Editor 42:48

cách đây 46 weeks trước42:48

42:48

Welcome to episode 5 of Series 1 of the Wrenches Gadgets & Hacks Podcast. In this episode, of the “Technology, Innovation, and Curiosity On and Off the Clock" series, Carl and guest host John have a Thought-provoking discussion with Ehsan as they learned about the refreshed Script Editor for Rhino 8, and the 4 years of effort that have gone into it. As we chatted with Ehsan we covered lots of topics beyond the editor, and here are just a few, be sure to listen to the full episode to get to all the good stuff. Rhino.Inside (icons 😁) pyRevit Coding Analogue Pocket All this and more can be found in the full episode and Show Notes Support the show You can find all of the WGH links in one place with our 👉 BIO LINK Also a BIG Thanks to Alex Grohl for our amazing intro and outro music " Indie Hey Song (Lost Fragments)" You can find more great royalty-free music from Alex on Pixabay…

Wrenches Gadgets & Hacks

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Episode 01-04: Jisell Howe - Sketchnotes 38:42

cách đây 47 weeks trước38:42

38:42

Welcome to episode 4 of Series 1 of the Wrenches Gadgets & Hacks Podcast. In this episode, of the “Technology, Innovation, and Curiosity On and Off the Clock" series, Carl and guest host John have a great conversation with Jisell Howe as they learn about sketchnotes and technology behind them. As we chatted about sketchnotes we uncover many other passions and skills Jisell uses on and off the clock. DIY Websites Data Storytelling Coding in Python, R, Julia Language Speaker Trading Cards ... Carl almost didn't let John ask about these, stay to the end to find out what its all about 😁 All this and more can be found in the full episode and Show Notes Support the show You can find all of the WGH links in one place with our 👉 BIO LINK Also a BIG Thanks to Alex Grohl for our amazing intro and outro music " Indie Hey Song (Lost Fragments)" You can find more great royalty-free music from Alex on Pixabay…

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