Building A Machine Learning Resume Project From Scratch

Today my goal is to work on a machine learning project that will look really good on a resume. I'm going to give you a realistic look at what it is like to build a project completely from scratch and show you what I go through, the bugs I run into, how I plan, how I design, and how I come up with the architecture.
Thanks to MSI Canada (ca.msi.com) for sponsoring this video!
See more details about Raider GE78HX : msi.page/45zUyti
Available at Canada Computers: msi.gm/SD7F9787
and Amazon.ca: msi.gm/SDFBB4CF
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⏳ Timestamps
00:00 | Introduction
00:38 | Generating An Idea
01:47 | The Planning
03:00 | MSI Raider GE78HX 13V
04:54 | Training The Model
08:00 | API Implementation
09:17 | Final Demo
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[@cheybrown2076]

Thank you so much Tim! I’m trying to go down the ML engineer route but I’m currently working as a Data Analyst soo this is really helpful! If possible would you be able to do video on a roadmap to become comfortable with ML and job ready with links to resources for each step of the way

[@justtired2050]

This was super useful for me. I'm working on projects for my resume right now and I'm pretty good at finding the information I need to complete a project, but I struggle to organize my project plans and properly prepare for them. You have a lot of useful step-by-step tutorials that I skim for relevant information, but I don't usually like step-by-step instructions because I want to understand for myself and create my own unique projects, which is hard to do from step-by-step tutorials. This was a nice change of pace I really needed right now. Thanks!

[@nicholaspepera8336]

As im looking towards my future outside of my current career towards one in the IT world, videos like this are complete money makers! Anyone can find various tutorials on how or what to code. However, you discussed how to apply it to a real world scenario which i think is worth its weight in gold. Great stuff!

[@brunobmartim]

Tim, you reintroduced me in the dev world. I want to thank your for give another vision of the programmer world. Keep going in this path, you are in the right place.

[@soufianeXIII]

thank you so much!! that's what we need the most a real process, so we can have a clear idea what is it to be a programmer how to start and build that programing mindset.

[@Atabek11]

More real-life tutorials Tim! Thank u for the video, it gives an abstruction on how the proccess of making a project should look like

[@octaviomillan9133]

I love this new kind of content about Machine Learning. Keep making more of these, please. Great video!

[@dicember92]

Great Idea! lately I was struggling because I'm not sure I'm ready to try some machine learning on my own, since I'm still studying and following online courses, but this could be a good starting point to emulate. I like this format by the way!

[@taminator5659]

Good video. It is intresting to see you build such an project. I am currently working on an school project which trains machine learning models to predict the number of wildfires on various factors.

[@alfi8298]

thank you so much for this video, you have just given me a ton of ideas!!!

[@anuroxftw7080]

Love the new type of content. I'd suggest making this type of video into 2 parts - one just like this explaining the thought process and planning, the other part being a full breakdown of the code you wrote as well.

[@RedSky8]

Yo it's hilarious that you're doing a KZbin sentiment analysis project because ive been working on that same exact thing for a DS portfolio project. This definitely helped me in terms of how I can visualize everything.

[@GATEPREP]

Thanks Tim :) Looking forward to more of such quality content.

[@kapibara2440]

Very interesting video❤ you really got the flair for teaching. Thank you :)

[@tharunsekar4004]

Love your way of explanation..

[@twilkpsu]

Great video! Bravo! 🎉

[@williamlim672]

Great video Tim! Can you make a continuation from this video? I wonder how are you going to host that model and showcase it to employer. Anyways, keep up the good work!

[@leszekp5563]

Cool video! About focus it should help if you lock focus on object (in this case, paper sheet) and turn off auto focus in camera.

[@sohaibeboss]

great video, hope you will do more videos of this type

[@lifebyvikk6751]

This guy made python easier for me to understand, now I'm a python developer,men are not supposed to say this but I love you man and I appreciate you

[@Bubbazilla]

bro thank youuuuuuuuuuu your amazing

[@jpulliam83]

Great video. Gain better understanding for whole process

[@davb11]

Nice video! I really enjoyed it!

[@kehaujung]

Nice tutorial and awesome laptop as well

[@MvPTrinity]

This is awesome👍

[@kevinmccallister7647]

I do like the video, I would like more details such as how much time it took in total, how long the training process took and what is it really that much faster with a more powerful computer or can we get away with a mac book etc

[@sweethouse2773]

Really loved it. Kindly put up move innovative cideos

[@mednmovies6959]

Thanks Tim, this was a very Great Idea, hope the Model read my comment as Positive 😅

[@DheerajBadiger5]

Awesomee

[@mklim4509]

Thank you Tim!! Currently I am a data science student, this definitely helps as each and everyone’s of us approaches a problem differently.. Thank you for showing us how you will solve a problem for your angle!!! Get stuff and thanks

[@CoderCodex]

I Think you need to add a 'neutral' to it so that it leans towards that, instead of 'positive' / 'negative' when its unknown

[@malibaturhan]

nice project

[@javkhlantugsmudgil2774]

Hey, tim, thanks nice video, how would you host that website tho? I tried building a simple project using tensorflow but its just too big to deploy on most cloud hosting solutions.

[@ANNGUYEN-cw7lw]

Thank you instructor very much, I hope you will make awesome tutorial, you should add donate for channel

[@Agung-yk7hr]

Woww thanks 🎠🎠

[@bengoshi4]

🔥🔥🔥

[@giraffe558]

Lol, I am literally working on a hate speech model in my ML class right now. Couldn’t come at a better time!

[@ayushmuley1907]

I didn't find any app which lets me control my windows PC mouse using my mobile phone via USB or wireless so I am making my own 😊

[@anuragsahu5495]

Try any desk

[@rukasuigh5683]

Anydesk, team viewer... Many more... You prolly didn't even search

[@asanshay]

KDE connect.

[@ayushmuley1907]

I tried team viewer and anydesk but I don't think that I am going to use those so I am making my own app which is going to be open source

[@ayushmuley1907]

@anuragsahu5495 thanks for your suggestion but I think that it would be nice project for resume

[@hassanmehmood8711]

Can you do more of these videos

[@croniqqGhost]

It's amazing 😂😂

[@EsmailAtta]

Can you do a tutorial in processing language

[@user-pt5fq9ui3f]

Muito legal o seu vídeo! Talvez poderia ser acrescentado um tradutor automático para comentários em outro idioma.

[@FingersMulloyBG]

Great video. Would love to see some more machine learning projects. Plus I hope this comment gets labelled as positive 😜

[@thewestcoastwizard1]

Greetings,from Mr Axel Vasa the west coast wizard himself. I have got something essential to share with you. Let's keep spreading much love and positive light to the world. GOD bless you. 💯❤️🙏

[@Sujay2478]

how do you run this code

[@aregvardanyan0110]

Tim what is your profession?

[@haider3187]

Is a machine liking all the positive comments right now? Either way, Nice video! (maybe I tricked the machine!)

[@mohammadadnan7319]

Why is the Github code not working?

[@Brmngm]

Is this comment negative? No, not at all. This video gets a thumbs up)

[@k0.9486]

this is ok

[@notalanjoseph]

What to do if the pc is not powerful enough?

[@ojasvisingh786]

🎉🤩👏

[@Andrew-Tsegaye]

is it beginner level?

[@drakuz.12]

Am I the reason why you have had the same outro music for a long time?

[@EbenHodzi]

Good video. Very helpful. I'd like to do a collaboration with you.

[@mrsecretstatus9999]

Can anyone tell how to start ml

[@bigloud7067]

They need to fix these bugs. Ridiculous valve

[@itsnobledean9450]

Dude a whole web development genius

[@marswong4461]

A Positive Comment

[@karanbaheti149]

Challenging

[@7_of_9]

I know Scratch

[@quirk1559]

5k for a laptop lmao

[@michaelalexander124]

From scratch? You didn’t teach me anything- no coding.