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 026: Sweetviz with Francois Bertrand
Francois Bertrand is the author of a tool that builds in powerful data visualization tools for datasets that allow data scientists and machine learning engineers to look at their data and analyze various qualities that they have. This could allow engineers to make qualitative calls regarding the data they use to train their models or evaluate the results they get from models after the fact. Francois explains how he built it and how to use it for these types of uses. Panel Charles Max Wood Miguel Morales Guest Francois Bertrand Sponsors Dev Influencers Accelerator Links FRANCOIS BERTRAND | DATA VISUALIZATION DESIGNER Picks Charles- Dev Influencers | Devchat.tv Charles- Teachable: Create and sell online course and teaching Charles- Walkie Talkie App for Team Communication | Voxer Charles- ThriveCart Charles- ScreenFlow Francios- Featuretools | An open source python framework for automated feature engineering Miguel- Deep Unsupervised Learning -- Berkeley Spring 2020
BONUS: How Jason Weimann Became a Game Developer
Jason Weimann started out as an enthusiast of the Massively Multiplayer Online Role Playing Game, Everquest. After becoming a software developer and building a collaborative community playing the game, learn how he used his connections to get a job working for the company that made the game, even if it wasn't a job working as a game developer and how that led to a career working on one of the most popular online games of the time. Panel Charles Max Wood
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 Wood Miguel Morales Guest Ather Fawaz Sponsors Dev Heroes Accelerator Picks Ather- Learn Quantum Computation using Qiskit Ather- Formula 1: Drive to Survive Charles- The Circle (2017) Miguel- Reinforcement Learning and Stochastic Optimization by Warren B. Powell
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 Wood
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 Wood
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