Machine Learning is growing in leaps and bounds both in capability and adoption. Listen to our experts discuss the ideas and fundamentals needed to succeed as a Machine Learning Engineer.
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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.Club Charles- Devchat.tv | She's in Tech Charles- Looking for sponsors for the show Charles- Walkie Talkie App for Team Communication | Voxer
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 Wood Miguel Morales Guest Edward Raff Sponsors Dev Heroes Accelerator Picks Charles- Docker Charles- Paramount+ Edward- Java | Oracle Edward- Make-A-Wish America Miguel- Full Stack Deep Learning - Spring 2021
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 Accelerator
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 Accelerator
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 Edition Twitter: Chris Mattmann GitHub | ChrisMattmann Picks Charles- Star Trek: Discovery Charles- The Umbrella Academy | Netflix Charles- Dev Heroes Accelerator | Devchat.tv Chris- Twitter: Sincerely, Los Angeles Chris- Sincerely, Los Angeles
ML 021: Grokking Deep Reinforcement Learning with Miguel Morales
Miguel Morales is a Machine Learning engineer at Lockheed Martin and teaches at Georgia Institute of Technology. This episode starts with a basic explanation of Reinforcement Learning. Miguel then talks through the various methods of implementing and training systems through Reinforcement Learning. We talk algorithms and models and much more… Panel Charles Max Wood Guest Miguel Morales Sponsors Dev Heroes Accelerator Links GitHub | mimoralea/gdrl Manning | Grokking Deep Reinforcement Learning Twitter: mimoralea Email: mimoralea@gmail.com Picks Charles- The Expanse by James S. A. Corey Charles- Dev Heroes Accelerator Miguel- Deep Reinforcement Learning Miguel- Youtube: Dimitri Bertsekas Miguel- RL Course by David Silver - Lecture 1: Introduction to Reinforcement Learning Miguel- Thor ( 2011 )
BONUS: Measuring Apps and Entrepreneurship with John-Daniel Trask
John-Daniel Trask, founder and CEO of Raygun, talks about his experience building a monitoring company and about how to measure the speed and quality of your code.
BONUS: Measuring Apps and Entrepreneurship with John-Daniel Trask
John-Daniel Trask, founder and CEO of Raygun, talks about his experience building a monitoring company and about how to measure the speed and quality of your code.
ML 020: How to Make an Impact on the Development Community
Charles Max Wood takes a solo flight into how to make an impact on the development community and build the career you want at the same time. Chuck starts out summarizing his journey over the last year or so and then dives into his vision of how people can grow into becoming an influencer and using that to create opportunities in your life and career. Please check out devchat.tv/nextlevel Panel Charles Wood Sponsors Next Level Mastermind
ML 019: Artificial Intelligence as a Service with Peter Elger and Eóin Shanaghy
Peter Elger and Eóin Shanaghy join Charles Max Wood to dive into what Artificial Intelligence and Machine Learning related services are available for people to use. Peter and Eóin are experts in AWS and explain what is provided in its services, but easily extrapolate to other clouds. If you're trying to implement Artificial Intelligence algorithms, you may want to use or modify an algorithm already built and provided to you. Panel Charles Wood Guest Eóin Shanaghy Peter Elger Sponsors Next Level Mastermind Links fourTheorem Twitter: Eóin Shanaghy Twitter: Peter Elger Picks Charles- The Eye of the World: Book One of The Wheel of Time by Robert Jordan Charles - Changemakers With Jamie Atkinson Charles- Podcast Domination Show by Luis Diaz Charles- Buzzcast Charles- Podcast Talent Coach Eóin- IKEA | IDÅSEN Desk sit/stand, black/dark gray63x31 1/2 " Eóin- Kinesis | Freestyle2 Split- Adjustable Keyboard for PC Peter- The Wolfram Physics Project Peter- PBS Space Time Peter- Youtube Channel | 3Blue1Brown Peter- Cracking the Code
ML 018: Mastering Data Pipelines with Apache Spark with Jean-Georges Perrin
Jean-Georges Perrin compares Apache Spark to an operating system for data management. He explains how it can be used to pull data from disparate data sources, process the data, feed it into Machine Learning algorithms and stream the data out to other data streaming services. Coupon code: podmladventure20 Panel Charles Wood Guest Jean-Georges Perrin Sponsors Next Level Mastermind Picks Charles- Talk to people you don’t agree with and try to understand their point of view. Charles- Eureka on Amazon Prime Charles- The Expanse books and series
ML 017: The Nature of the World and AI with Rishal Hurbans
Rishal Hurbans is the author of Grokking Artificial Intelligence Algorithms. He walks us through how to learn different Machine Learning algorithms. He also then walks us through the different types of algorithms based on different natural systems and processes. Panel Chuck Wood Guest Rishal Hurbans Links Kaggle: Your Machine Learning and Data Science Community Rishal Hurbans Inktober Book giveaway link Picks Chuck- Hero with a thousand faces by Joseph Campbell Chuck- Masterbuilt smoker Rishal-Learn something new everyday Rishal- Building a StoryBrand by Donald Miller
ML 016: Python as a Basis for Machine Learning with Ken Youens-Clark
Ken Youens-Clark regales us with his history through Jazz, Microsoft Tech, and Python and bioinformatics. Regular expressions are a fundamental part of data identification and cleaning. Also, we touch on the importance of types and tests as a specification for yourself and others. Python, as a data-science starting point, should be clean, functional, and friendly. Aspiring data scientists can learn a lot about the importance of fundamentals and clear encodings that fit the desired needs. Panel Beril Sirmacek Gant Laborde Guest Ken Youens-Clark Links Manning | Tiny Python Projects by Ken Youens-Clark Tiny Python Project PDF by Ken Youens-Clark Tiny Python Project by Ken Youens-Clark ROSALIND | Problems | Locations Twitter: Ken Youens-Clark Picks Beril- Youtube Channel: Beril Sirmacek Gant- Twitter: Jason Mayes Ken- Netflix Series: " The Queen's Gambit"
BONUS: How to Crush Your Biggest Goals in 2021
Get the 2020 Goal Setting Workshop + Success Accelerator Deal HERE (Coupon Code: GOALS for a massive discount) Mani Vaya joins Charles Max Wood to walk him through the 6 pillars of success that lead to meeting your goals. Mani has read thousands of books on success, setting and achieving goals, and personal growth and has distilled these 6 principles from the books and then figured out how to put them into practice. He and Chuck walk through the principles and strategies that create success and allow you to set goals that will bring you the things you want during the next year or so. Listen to this episode to learn how to crush your biggest goals in 2021. Get the 2020 Goal Setting Workshop + Success Accelerator Deal HERE (Coupon Code: GOALS for a massive discount)
ML 015: Extracting Value from Data with Alexey Grigorev
Alexey Grigorev is the lead data scientist for one of the biggest classified ads companies in the world. He walks us through gathering, mining, and understanding data to improve things. One big component of this is Machine Learning. It optimizes business processes and helps data scientists understand the data they have. Panel Beril Sirmacek Daniel Svoboda Gant Laborde Guest Alexey Grigorev Sponsors Machine Learning for Software Engineers by Educative.io Audible.com Picks Alexey- DataTalks.Club Beril- Rise of AI | Building an European AI Ecosystem Daniel - dair.ai- Medium Daniel- Quantum Stat- Medium Daniel- Towards Data Science Gant- AI and Machine Learning for Coders: A Programmer's Guide to Artificial Intelligence by Laurence Moroney