Building, Testing, and Abandoning Software - ML 163

Building, Testing, and Abandoning Software - ML 163

In today's episode, Ben and Michael dive deep into the intricacies of software development, innovation, and team dynamics. This episode explores the critical balance between building in-house tools versus leveraging open-source solutions, with real-world examples from Databricks.
They discuss the creation and eventual abandonment of a benchmarking tool for warehouses and discuss the importance of evaluating user demand, effort, and impact before committing to development. They emphasize the role of empathy, constructive feedback, and team collaboration in driving successful projects. They share strategies to influence behavior within organizations, the significance of a blame-free culture, and the art of leading difficult conversations with stakeholders.
From detailed discussions on customer feedback loops to practical advice on automating mundane tasks, this episode is packed with insights that will help you navigate the complex landscape of software development. So sit back, relax, and join us for a thoughtful and engaging conversation on how to turn challenges into opportunities for growth and innovation.


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ML 025: Machine Learning and Quantum Computing with Ather Fawaz

ML 025: Machine Learning and Quantum Computing with Ather Fawaz

Ather Fawaz joins the discussion to walk us through the world of qubits, quantum computers, machine learning algortithms, and what quantum computer means for machine learning. He explains the basics of quantum computer and who the major players are in the space and then explains some of the advancements people are making by scheduling time on their quantum computers. Panel Charles Max WoodMiguel Morales Guest Ather Fawaz Sponsors Dev Heroes Accelerator Picks Ather- Learn Quantum Computation using QiskitAther- Formula 1: Drive to SurviveCharles- The Circle (2017)Miguel- Reinforcement Learning and Stochastic Optimization by Warren B. PowellAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

1 Huhti 202153min

BONUS: Continuing Your Learning Journey by Finding Mentors as an Influencer

BONUS: Continuing Your Learning Journey by Finding Mentors as an Influencer

Chuck outlines how he's used his podcasts to find mentors to continue his learning journey over 12 years of podcasting. Some mentors have been long lived relationships while others have lasted only a few months or even days. This episode shares Chuck's experience learning from the top people in the development community as a programmer and podcaster. Panel Charles Max WoodAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

26 Maalis 202130min

BONUS: Continuing Your Learning Journey by Finding Mentors as an Influencer

BONUS: Continuing Your Learning Journey by Finding Mentors as an Influencer

Chuck outlines how he's used his podcasts to find mentors to continue his learning journey over 12 years of podcasting. Some mentors have been long lived relationships while others have lasted only a few months or even days. This episode shares Chuck's experience learning from the top people in the development community as a programmer and podcaster. Panel Charles Max WoodAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

26 Maalis 202130min

ML 024: Machine Learning in Action with Ben Wilson

ML 024: Machine Learning in Action with Ben Wilson

Ben Wilson is the author of Machine Learning in Action from Manning. He leads us through the process of compiling data, building algorithms, and learning Machine Learning. Panel Charles Max Wood Guest Ben Wilson Sponsors Dev Heroes Accelerator Picks Ben- DataTalks.ClubCharles- Devchat.tv | She's in TechCharles- Looking for sponsors for the showCharles- Walkie Talkie App for Team Communication | VoxerAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

23 Maalis 202147min

ML 023: Inside Machine Learning with Edward Raff

ML 023: Inside Machine Learning with Edward Raff

We have a new panelist! Plus, Edward Raff joins the Adventure to discuss his new book Inside Machine Learning. He walks us through Convolutional Neural Networks and then talks us through to build, train, and use them to solve problems through Machine Learning. The conversation ranges into having good data sets, tweaking your network, and when a Convolutional Neural Network is an appropriate tool for the problem you're trying to solve. Panel Charles Max WoodMiguel Morales Guest Edward Raff Sponsors Dev Heroes Accelerator Picks Charles- DockerCharles- Paramount+Edward- Java | OracleEdward- Make-A-Wish AmericaMiguel- Full Stack Deep Learning - Spring 2021Advertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

16 Maalis 202158min

BONUS: How Charles Max Wood Started Podcasting -- And You Can Too

BONUS: How Charles Max Wood Started Podcasting -- And You Can Too

Charles Max Wood goes into the origin story of his podcasting career and how it relates to his programming career. He starts with his interest from a young age in technology and his dreams of being a radio DJ. He moves quickly through college and into his first job after college where he was introduced to podcasts by a co-worker who had purchased an iPod. He calls out several mentors like Gregg Pollack, Eric Berry, Nate Hopkins, Cliff Ravenscraft, David Brady, Dave Jackson, and many more. He then explains what he'd do differently if he were starting today. Join the Dev Heroes Accelerator at https://devchat.tv/hero Panel Charles Max Wood Sponsors Dev Heroes AcceleratorAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

9 Maalis 202145min

BONUS: How to get Freelance Clients to Come to You

BONUS: How to get Freelance Clients to Come to You

Charles Max Wood explains how he landed his first 4 freelance clients that took him through a few years of freelancing with only 3 years of experience and a few hundred podcast listeners. Funnily enough, they actually came to him, not the other way around. He explains how he made himself attractive to them and then turned it into a mutually profitable relationship once he had their attention. Panel Charles Max Wood Sponsors Dev Heroes AcceleratorAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

2 Maalis 202134min

ML 022: Machine Learning with TensorFlow Chris Mattmann

ML 022: Machine Learning with TensorFlow Chris Mattmann

Chris explains how Tensorflow has grown over the last several years and the how it can be used to build and grow Machine Learning Systems. He explains the different algorithms you can use and the different types of problems it can solve. Chris works at the Jet Propulsion Laboratory for NASA and dives into a few instances where Machine Learning is used at NASA. Panel Charles Max Wood Guest Chris Mattmann Sponsors Dev Heroes Accelerator Links Manning | Machine Learning with TensorFlow, Second EditionTwitter: Chris MattmannGitHub | ChrisMattmann Picks Charles- Star Trek: DiscoveryCharles- The Umbrella Academy | NetflixCharles- Dev Heroes Accelerator | Devchat.tvChris- Twitter: Sincerely, Los AngelesChris- Sincerely, Los AngelesAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacyBecome a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support.

23 Helmi 202145min

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