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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Automated Machine Learning with Qingquan Song - ML 030
Qingquan Song is a member of the AutoKeras team and recent Phd graduate from Texas A&M University. He co-authored the Automated Machine Learning book from Manning publishing and joins the adventure to explain automated machine learning and how it can be used to set up and to refine machine learning models. He also dives into how to use the tools that exist to take advantage of the techniques it offers. Panel Charles Max Wood Guest Qingquan Song Sponsors Dev Influencers Accelerator Links Automated Machine Learning in Action Haifeng Jin's Blog Xia Ben Hu, Texas A&M University AutoKeras About me - Qingquan Song LinkedIn: Qingquan Song Picks Charles- Who Not How Charles- Ruby Rogues | Devchat.tv Charles- Encourage people to have empathy Qingquan- Working as a team is better than working individually Qingquan- Focus on one thing at a time Qingquan- "Work hard and Play Harder" Qingquan- Learn from others
Becoming the Go-To Person in Your Technology Area - BONUS
Chuck was on a strategic call with one of his potential coaching clients talking about cryptocurrencies and realized that this is one of the major reasons that people want to become influencers. Or, rather, that many people aspire to make a difference and/or make money and the best way to do that is to become the person people go to for what you do. So, how do you become the first person people think of when they think of that thing you know how to do? Let Chuck tell you. Panel Charles Max Wood
Machine Learning for the Mars Rover with Annie Didier - ML 029
Annie Didier from NASA’s Jet Propulsion Lab talks to us about the Machine Learning algorithms and process that goes into how the next Mars rover will choose how it moves across the surface of Mars. She explains each algorithm and how they go together to make the decisions that the Rover makes. Panel Charles Max Wood Guest Annie Didier Sponsors Dev Influencers Accelerator Links MAARS - Machine Learning-based Analytics for Automated Rover Systems (Final Presentation) SCOTI: Science Captioning of Terrain Images for data prioritization and local image search MAARS: Machine learning-based Analytics for Automated Rover Systems SULU: Scalable and Distributed Machine Learning Framework with Unified Encoder for Mars Rover Missions AI4Mars - Zooniverse LinkedIn: Annie Didier Picks Annie- When Breath Becomes Air Charles- The Martian Charles- Back Market Charles- monday.com
Tensorflow.js with Gant Laborde - ML 028
Gant's back!!! He's releasing a book with Manning Publishing about Tensorflow.js and he's here to discuss all the details with us. He explains the difference between Teonsorflow and Tensorflow.js and goes into some of the pros and cons of using it. He also explains the concepts he goes over for new ML engineers and for ML engineers learning JavaScript. Panel Charles Max Wood Guest Gant Laborde Sponsors Dev Influencers Accelerator Links Learning TensorFlow.js by Gant Laborde Learning TensorFlow.js: Powerful Machine Learning in JavaScript by Gant Laborde Twitter: Gant Laborde ( @GantLaborde ) gantlaborde.com Picks Charles- monday.com Charles- The Sales Development Playbook Trish Bertuzzi Gant- Antifragile by Nassim Nicholas Taleb
Don't Let These Things Keep You From Podcasting - BONUS
Charles talks about the things that get developers stuck when they're trying to start their podcast or other influencer channel. He explains how to get around having those things hamper your journey. Panel Charles Max Wood
BONUS: Relationships Matter Most
Charles Max Wood talks about how to build, grow, and benefit from positive relationships within programming. He talks about how he's built genuine positive relationships with hundreds of programmers and how he and others have grown from those relationships. He also explains that you get out of relationships what you put into them. Finally, he goes into how to begin to build relationships by building a system of influence you can use on behalf of the people you want relationships with. Panel Charles Max Wood
ML 027: Staying Current in Machine Learning
Miguel and Chuck discuss how to stay current in the rapidly changing world of Machine Learning and Artificial Intelligence. They go over how to pick books, newsletters, podcasts, and other resources to up your Machine Learning knowledge and skills. Panel Charles Max Wood Miguel Morales Sponsors Dev Influences Accelerator Picks Charles- The Umbrella Academy Charles- The Sales Development Playbook Miguel- Deep Reinforcement Learning
BONUS: How Opportunities Come Your Way When You're an Influencer
Charles Max Wood discusses several opportunities that came his way early in his podcasting career and other opportunities that have come to other people after only a couple of podcast episodes. He explains why that happens and how you can use this to create more influence as a developer. Panel Charles Max Wood
BONUS: How Opportunities Come Your Way When You're an Influencer
Charles Max Wood discusses several opportunities that came his way early in his podcasting career and other opportunities that have come to other people after only a couple of podcast episodes. He explains why that happens and how you can use this to create more influence as a developer. Panel Charles Max Wood
BONUS: What is Charles Max Wood's Biggest Payoff for Being a Dev Influencer?
Charles Max Wood started podcasting because it sounded fun and because he wanted to talk about technology. He learned pretty quickly that it got him access to people who understood the things he wanted to learn. The reasons changed over the years, as Charles explains before he talks about the big payoff he gets now from doing the podcasts. Panel Charles Max Wood
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