Ask a Machine Learning Engineer Anything (live) | April 2020

Daniel Bourke · Beginner ·📐 ML Fundamentals ·6y ago
Skills: ML Pipelines53%
Machine Learning Engineer Daniel Bourke answers your questions about life, machine learning, business, getting a job and more. This live video was originally supposed to be on YouTube except the stream stopped twice due to copyright violations (no idea what these were). So it was recorded on Twitch and reposted instead. Thank you to everyone who showed up and for all the great questions. As always, if your question wasn't answered this time, feel free to leave it below. See you in the next one. Timestamps 3:49 QA Start 5:13 Do I need a GPU to train and deploy machine learning models? 9:05 What's your daily routine? 12:35 Is it realistic for me to think I can get a job in data science from your course and making a portfolio in my free time? 18:10 Have you been stuck in tutorial hell and how did you get out? 22:35 How do you have work-life balance? 29:13 How do you know if something is worth pursuing? 34:54 How do you make money as a freelance machine learning engineer?/How do you approach potential clients? 44:39 How much data structures and algorithms do you have to know in deep learning? 50:36 How do you make money with your business? What happened to your idea of merging health and machine learning? 59:47 The missing component of your CS degree (link) 1:02:12 Is copying and pasting code off the internet okay? 1:09:14 Thoughts on working on your own projects: be your own harshest critique and biggest fan at the same time 1:11:57 Cunningham's Law: to get the right answer on the internet, don't ask a question, post the wrong answer 1:17:20 Do you spend any money on your own projects? 1:20:11 Do you listen to music whilst working? 1:21:25 What are your views on rush learning (watching videos at 1.5x to 2x speed) and completing more courses? 1:25:51 Outro & thank you Links My machine learning course - https://dbourke.link/mlcourse The missing semester of your CS degree - https://missing.csail.mit.edu/ Cunningham's Law - https://meta.wikimedia.org/wiki/Cunningham
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Xbox One S Unboxing and Xbox One Comparison
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Text/Profanity Checker in Python
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Drawing Flowers in Python
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Finding The Right Medium - TDBS 18 April 2017
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What Is Neuralink??! - TDBS 22 April 2017
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Disagree and Commit, Words of Wisdom from Jeff Bezos - TDBS 19 April 2017
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A Lesson In Movement | Raw Training Australia
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FALLING IS FUN | Functional Friday 4
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My first HACKATHON! | 100 Days of Code 1
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 10 MORE MACHINE LEARNING | 100 Days of Code 2
MORE MACHINE LEARNING | 100 Days of Code 2
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TensorBoard and learning from Einstein | 100 Days of Code 3
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 12 Job Interview Tips and Open Ocean Swim | 100 Days of Code 4
Job Interview Tips and Open Ocean Swim | 100 Days of Code 4
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 13 I Want To Help 100,000 People Workout | AI Powered Personal Trainer
I Want To Help 100,000 People Workout | AI Powered Personal Trainer
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 14 MACHINE LEARNING IN 5 MINUTES
MACHINE LEARNING IN 5 MINUTES
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 15 COFFEE, YOGA and AWS | 100 Days of Code 5
COFFEE, YOGA and AWS | 100 Days of Code 5
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 16 MY FIRST STARTUP WEEKEND | 100 Days of Code 6
MY FIRST STARTUP WEEKEND | 100 Days of Code 6
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GENERATING TV SCRIPTS WITH DEEP LEARNING | 100 Days of Code 7
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Attention, please
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 19 TEACHING BOTS TO PLAY GAMES | 100 Days of Code 9
TEACHING BOTS TO PLAY GAMES | 100 Days of Code 9
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 20 Udacity Deep Learning Nanodegree Language Translation Project Submission | 100 Days of Code 10
Udacity Deep Learning Nanodegree Language Translation Project Submission | 100 Days of Code 10
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 21 Learning about Generative Adversarial Networks on Udacity | 100 Days of Code 11
Learning about Generative Adversarial Networks on Udacity | 100 Days of Code 11
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 22 Completing Andrew Ng's Machine Learning Course on Coursera | 100 Days of Code 12
Completing Andrew Ng's Machine Learning Course on Coursera | 100 Days of Code 12
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 23 Finishing the Treehouse Python Track | 100 Days of Code 13
Finishing the Treehouse Python Track | 100 Days of Code 13
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 24 GENERATING FACES WITH GANs | 100 Days of Code 14
GENERATING FACES WITH GANs | 100 Days of Code 14
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 25 Graduating From the Udacity Deep Learning Nanodegree | 100 Days of Code 15
Graduating From the Udacity Deep Learning Nanodegree | 100 Days of Code 15
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 26 WHAT I'VE LEARNED FROM TALKING TO PEOPLE
WHAT I'VE LEARNED FROM TALKING TO PEOPLE
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 27 3 Life Principles I Learned From Ray Dalio
3 Life Principles I Learned From Ray Dalio
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 28 PYTHON && POETRY | 100 Days of Code 16
PYTHON && POETRY | 100 Days of Code 16
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 29 Physique Update and 6 Things I Wish I Knew Before Starting Gym
Physique Update and 6 Things I Wish I Knew Before Starting Gym
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 30 The 100 Days is Over! | 100 Days of Code 17
The 100 Days is Over! | 100 Days of Code 17
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 31 How to Burn Over 100 Calories in 4 Minutes
How to Burn Over 100 Calories in 4 Minutes
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 32 Solving Sudoku with AI | Learning Intelligence 1
Solving Sudoku with AI | Learning Intelligence 1
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 33 Upper Body Calisthenics Workout in the Park
Upper Body Calisthenics Workout in the Park
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 34 What is an Adversarial Search Agent? | Learning Intelligence 2
What is an Adversarial Search Agent? | Learning Intelligence 2
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 35 My Self-Created Artificial Intelligence Master's Degree | Learning Intelligence 0
My Self-Created Artificial Intelligence Master's Degree | Learning Intelligence 0
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 36 Try Going Over It Again | Learning Intelligence 3
Try Going Over It Again | Learning Intelligence 3
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 37 Python and Pullups | Learning Intelligence 4
Python and Pullups | Learning Intelligence 4
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 38 AI Meets Blockchain! | Learning Intelligence 5
AI Meets Blockchain! | Learning Intelligence 5
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 39 How to Pass the Turing Test + I FAILED | Learning Intelligence 6
How to Pass the Turing Test + I FAILED | Learning Intelligence 6
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 40 Biology and Physics meet Computer Science | Learning Intelligence 7
Biology and Physics meet Computer Science | Learning Intelligence 7
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 41 Udacity Artificial Intelligence Nanodegree Project 3 Progress | Learning Intelligence 8
Udacity Artificial Intelligence Nanodegree Project 3 Progress | Learning Intelligence 8
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 42 Passing Project 3 of Udacity's Artificial Intelligence Nanodegree | Learning Intelligence 9
Passing Project 3 of Udacity's Artificial Intelligence Nanodegree | Learning Intelligence 9
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 43 Bayes Networks, Hidden Markov Models and How I Wake Up | Learning Intelligence 10
Bayes Networks, Hidden Markov Models and How I Wake Up | Learning Intelligence 10
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 44 Udacity AI Nanodegree Progress and Bayes' Rule Explained | Learning Intelligence 11
Udacity AI Nanodegree Progress and Bayes' Rule Explained | Learning Intelligence 11
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 45 Udacity AI Nanodegree Project 4 Planning and Progress | Learning Intelligence 12
Udacity AI Nanodegree Project 4 Planning and Progress | Learning Intelligence 12
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 46 Finishing Term 1 of Udacity's Artificial Intelligence Nanodegree | Learning Intelligence 13
Finishing Term 1 of Udacity's Artificial Intelligence Nanodegree | Learning Intelligence 13
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 47 deeplearning.ai Progress! | Learning Intelligence 14
deeplearning.ai Progress! | Learning Intelligence 14
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 48 Coursera Deep Learning Specialization Progress | Learning Intelligence 15
Coursera Deep Learning Specialization Progress | Learning Intelligence 15
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 49 Computer Vision Basics + More deeplearning.ai Progress! | Learning Intelligence 16
Computer Vision Basics + More deeplearning.ai Progress! | Learning Intelligence 16
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 50 My Experience at CodeCamp, Intro to Keras and Failing Hard | Learning Intelligence 17
My Experience at CodeCamp, Intro to Keras and Failing Hard | Learning Intelligence 17
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 51 In-Depth Udacity Deep Learning Nanodegree Review
In-Depth Udacity Deep Learning Nanodegree Review
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 52 Completing the Deeplearning.ai Specialization on Coursera | Learning Intelligence 18
Completing the Deeplearning.ai Specialization on Coursera | Learning Intelligence 18
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 53 You're Never Too Young to Start Learning AI - Learning Intelligence Talks with Shaik Asad
You're Never Too Young to Start Learning AI - Learning Intelligence Talks with Shaik Asad
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 54 Starting Term 2 of the Udacity Artificial Intelligence Nanodegree | Learning Intelligence 19
Starting Term 2 of the Udacity Artificial Intelligence Nanodegree | Learning Intelligence 19
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 55 Submitting the Computer Vision Capstone Project | Udacity AI Nanodegree | Learning Intelligence 20
Submitting the Computer Vision Capstone Project | Udacity AI Nanodegree | Learning Intelligence 20
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 56 Leg Day at World Gym Northlakes ft. Ben Jones Fitness
Leg Day at World Gym Northlakes ft. Ben Jones Fitness
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 57 deeplearning.ai Sequence Models Course Progress | Learning Intelligence 21
deeplearning.ai Sequence Models Course Progress | Learning Intelligence 21
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 58 Graduating from the deeplearning.ai Coursera Specialization | Learning Intelligence 22
Graduating from the deeplearning.ai Coursera Specialization | Learning Intelligence 22
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 59 Udacity Artificial Intelligence Nanodegree NLP Concentration Progress | Learning Intelligence 23
Udacity Artificial Intelligence Nanodegree NLP Concentration Progress | Learning Intelligence 23
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 60 Learning How to Build What's Next at Google Cloud On Board Brisbane
Learning How to Build What's Next at Google Cloud On Board Brisbane
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Chapters (18)

3:49 QA Start
5:13 Do I need a GPU to train and deploy machine learning models?
9:05 What's your daily routine?
12:35 Is it realistic for me to think I can get a job in data science from your course
18:10 Have you been stuck in tutorial hell and how did you get out?
22:35 How do you have work-life balance?
29:13 How do you know if something is worth pursuing?
34:54 How do you make money as a freelance machine learning engineer?/How do you appro
44:39 How much data structures and algorithms do you have to know in deep learning?
50:36 How do you make money with your business? What happened to your idea of merging
59:47 The missing component of your CS degree (link)
1:02:12 Is copying and pasting code off the internet okay?
1:09:14 Thoughts on working on your own projects: be your own harshest critique and bigg
1:11:57 Cunningham's Law: to get the right answer on the internet, don't ask a question,
1:17:20 Do you spend any money on your own projects?
1:20:11 Do you listen to music whilst working?
1:21:25 What are your views on rush learning (watching videos at 1.5x to 2x speed) and c
1:25:51 Outro & thank you
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AI Engineer Roadmap 2026 🤖🔥 How to Become an AI Engineer Step by Step #AIEngineer #AIRoadmap #AI
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