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/gdrlManning | Grokking Deep Reinforcement LearningTwitter: mimoraleaEmail: mimoralea@gmail.com Picks Charles- The Expanse by James S. A. Corey Charles- Dev Heroes AcceleratorMiguel- Deep Reinforcement LearningMiguel- Youtube: Dimitri BertsekasMiguel- RL Course by David Silver - Lecture 1: Introduction to Reinforcement LearningMiguel- Thor ( 2011 )Advertising 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 Helmi 20211h 5min
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. Advertising 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.
5 Helmi 202150min
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. Advertising 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.
5 Helmi 202150min
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 MastermindAdvertising 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 Helmi 202145min
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 ShanaghyPeter Elger Sponsors Next Level Mastermind Links fourTheoremTwitter: Eóin ShanaghyTwitter: Peter Elger Picks Charles- The Eye of the World: Book One of The Wheel of Time by Robert JordanCharles - Changemakers With Jamie AtkinsonCharles- Podcast Domination Show by Luis DiazCharles- BuzzcastCharles- Podcast Talent CoachEóin- IKEA | IDÅSEN Desk sit/stand, black/dark gray63x31 1/2 "Eóin- Kinesis | Freestyle2 Split- Adjustable Keyboard for PCPeter- The Wolfram Physics ProjectPeter- PBS Space TimePeter- Youtube Channel | 3Blue1BrownPeter- Cracking the CodeAdvertising 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 Tammi 202157min
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 PrimeCharles- The Expanse books and seriesAdvertising 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.
19 Tammi 202142min
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 CommunityRishal HurbansInktoberBook giveaway link Picks Chuck- Hero with a thousand faces by Joseph CampbellChuck- Masterbuilt smokerRishal-Learn something new everydayRishal- Building a StoryBrand by Donald MillerAdvertising 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.
12 Tammi 202142min
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 SirmacekGant Laborde Guest Ken Youens-Clark Links Manning | Tiny Python Projects by Ken Youens-ClarkTiny Python Project PDF by Ken Youens-ClarkTiny Python Project by Ken Youens-ClarkROSALIND | Problems | LocationsTwitter: Ken Youens-Clark Picks Beril- Youtube Channel: Beril SirmacekGant- Twitter: Jason MayesKen- Netflix Series: " The Queen's Gambit"Advertising 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.
5 Tammi 202159min
