Machine Learning Projects You NEVER Knew Existed
Вставка
- Опубліковано 9 лип 2024
- Looking for machine learning projects to add to your portfolio?
This video is about to answer all your prayers all the way from beginner to advanced there's a project for you. Plus I'll give you links to tutorials that you can use to get started ASAP.
Chapters:
0:00 - Start
2:11 - Beginner Projects
5:35 - Intermediate Projects
9:59 - Advanced Projects
Oh, and don't forget to connect with me!
LinkedIn: bit.ly/324Epgo
Facebook: bit.ly/3mB1sZD
GitHub: bit.ly/3mDJllD
Patreon: bit.ly/2OCn3UW
Join the Discussion on Discord: bit.ly/3dQiZsV
Happy coding!
Nick
P.s. Let me know how you go and drop a comment if you need a hand!
Beginner:
1. Churn Prediction
2. Sales Forecasting
3. Sentiment Analysis (Twitter API / NLTK)
Intermediate :
1. Automatic Number Plate Recognition (Computer Vision)
2. Text Generation (Transformer Modules / Hugging Face)
3. Exercise Correction
4. Comment Toxicity Classification
Advance:
1. Image Super Resolution (Boost image quality)
2. Game Playing ML Model
3. Neural Machine Translation
4. Action Recognition
5.Neural Style Transfer (Transfer art style to image)
Writing this from the future where Elon runs twitter (now called x) and the twitter api is prohibitively expensive.
Nick, You are awesome!! I am your big fan! Thanks for being there for us.
I used to be your fan but after watching all of your videos I become a whole airconditioner.
I am obsessed with you channel!
LOOOOOL, legit laughed out loud when I read this! Thanks so much!!
Thank you for this, I was looking for projects that were unique and help my cv standout. This is exactly what I wanted.
I also eagerly wait for your video. I am a beginner in machine learning field .Your videos encourage me a lot. That I can also do my best in this field. Thanks to you
Thank you very much this video has cleared many doubts and helped a lot for classifying the projects at industry level
This is excellent! I am starting my data science journey and this is the information that I need. Thanks for categorizing these into levels along with their applications.
How is it going?
your videos are amazing and intuitive never stop
I can blindly pick any of your videos on any day ! I'm sure I will learn something new every single time! You Rock man :) Waiting for the Super Resolution episodes
Thanks soo much, working on it as we speak!
This was such a great video thanks a lot sir.
Wow, thanks for these types of videos.
awesome video once again, been watching ur videos lately they're so good and i've learned a lot
Thanks so much @Phillipe! Super awesome to hear!
Nick, thanks for making this vid. It really helps me to keep in track 🙂.
Anytime! Plenty more projects to come on the channel!
I love the way you explain things
100% agree, projects are very important!
Love your videos man, keep it going! I'm currently gonna start working using using vision transfomers for a continuous wavelet transform dataset of sensors that I have. An idea for a video would be to talk about vision transformers haha, in any case, great content.
Nice, transformers and VITs are definitely on my hit list soon @Jorge!
Nick, You are awesome!! you got subscriber just now
This is the only channel where I watch videos at the normal speed...it's soothing and interesting.
Eyyyy, thanks @Mudit!
great video , thanks a lot
I'm going to do all these, thanks
Thanks alot for this awesome list🔥🔥
Anytime @Divyank, got some projects you're working on now?
Thanks for the useful and excellent content! Could you give your view on the role of probabilistic models? They seem conceptually more difficult and even understanding a use case is hard!
I'm starting a final project in the next two weeks! I'm still wondering around to get some ideas to pick a project. This opened my eyes!! Thank you so much!! 😃🙏💙
What did you decide? Any suggestions for me?
This is so true! There is nothing like doing projects! Especially hundreds if not thousands of projects!
💯💯💯
I know u from a class about TM1, our teacher admire your work so much and he is the expert in TM1 himself.
Subjectctivity 👀
Very informative and interesting video Nicholas! Thanks! You're my main inspiration for my ML journey :D
😅 yeah……if you’ve been on the channel you’ve probs heard of all of these before tbh 😉 😂 thanks for checking it out my guy!
I Learned a lot from your videos. thanks a lot Nicholas. 🙏🔥
YESSS, go getem @Behrad Sayyad!
Little late, school and work take all my time, but like alway, super content, Nicholas.
Either way, you're a legend! Thanks for tuning in!
That is a great video! :)
Getting ideas and inspiration for projects is super helpful!
And DUUUDE.. I'm gonna watch your style transfer video right now :D That is super awesome ^-^
AYYYYYEEE, man it's sooo cool. Nobody really wanted content on GANs from the last poll but I think it's sick so I've been secretly writing up the projects in my spare time anyway!
@@NicholasRenotte I kinda suspect that it's not a case of "nobody wanted it" but more of a "they just wanted the other options a little bit more" :D
Would be super helpful in this case if UA-cam had multiple choice polls or something.
Maybe it might even be interesting/helpful for you in the future to do a more in-depth survey about what your viewers want, with google forms (or your own little website)... who knows, maybe you could even use the resulting data from that in another ML project, with the right privacy policy stuff :D
Just an idea though, it seems like you do have tons and tons of projects in your mind already :D
I am definitely looking forward to learning more about GANs, it's actually something I haven't dived into at all so far, so it would be hugely interesting for me to learn something about it :)
Generally, there's so many different techniques nowadays, and I wanna learn about ALL of them :D
I love learning and ML is one of my huge passions :)
So TL;DR: Hugely looking forward to all your videos, I'm pumped for them! Thanks A TON as always, for putting in the time and love :)
@@NoMercy8008 yess, I need to start collating my research somewhere. Been doing a ton of research into GANs, lately, so much cool stuff to come!
you know what sir, first i watch complete video in UA-cam and then I download the video. this video is very helpful like your other videos and thank you soo much. 🤞🤞
So glad you found it useful!!! 🙏🙌
you really motivate me, thanks you alot
Yesss! Go getem!
as always great
Loved this!
🙏🙏🙏
Mate, you are a goddamn legend!
amazing as always! Can you try to do some Human body size estimation using 2D images that would be amazing!
Thanks Nicholas, regards from Argentina!
Ayyye, thanks for checking it out @Silvio, much love from Sydney!
Great content, subbed
Thanks so much @Mariusz!
Thankyou so much
For Machine Translation @12:00 could you link any examples that could help introduce/get started on this? Great content please keep it coming! 😎
Thank you for this good vidéo
I just chilling and looking for your videos and just got this notification. 1st view and first comment. I have been always enjoying your every video. Keep it up, mate.
Dayum, you were quick! Thanks so much for checking it out!! 🙏
@@NicholasRenotte I am sick with the machine learning. 😌
you just got a new follower
Love all your work...you are great. Question is it possible to create an app that searches audio files for keywords....Like if I want to search through a bunch of my audio files for a certain subject that was discussed is that possible.
Yup! One of my colleagues actually built something like that to search through Tedx talks!
Are Markov's chains applied to churn models?
hie Nicholas, can you do a tutorial on how to come up with a new project . Thank you so much , i am also doing data science projects😊
wonderful video
You are great nichloas ! really ..
Can you please give any idea of how much GPU must be required for training of all those GAN Models ?
These are all interesting ideas, but how would you recommend getting the data? From Kaggle?
Hi Nicholas, i had some suggestions regarding your project recommendations, me as a student would love to know some creative ideas which actually solve a real world problem, not just a application which is just being used as utility for fun.I personally feel like those projects are more impactful and would love to know your brainstormed ideas on using ML to solve real world problems
Hey, can we work together on projects?
In my opinion, thr creative ideas or such that would solve real world problems are indeed more impactful and give a better goal to work towards but the thing is...the projects being recommended are such that you can improve your skill set and advance as of these projects so that in the future when we come across a problem we can use this acquired knowledge to find solutions for it etc. So the goal here is to give the learner experience with problems. Just a opinion from another guy on the internet
if you are a beginner you need to start somewhere simple first, looking at real world problems the data are unstructured and could be intimidating.
For churn prediction, Can I use PyTorch or Keras ? Or scikitlearn is enough?
Could you work with raspberry pi with OpeCV and machine learning projects?
Hey, you guide me into the sucess !!!! Thank u!!!
YESSS! Made my day!
Super resolution is magic
IKR, I'm getting NaN errors all over the place when training atm though, gotta tweak that learning rate!
Hi Nicholas! I' m in trouble with OneHotEncoder. I get the categorical features encoded using OneHotEncoder, everything works sweet, the problem comes in place when I try to use predict (I'm using RandomForestRegressor) because I have to encode the entry. I really can't figure it out, I have an entry like this ['Honda', 'White', 71934.0, 4.0] (Make, Color, Odometer, Doors). I use a ColumnTransformer so I try to do something like this model.predict(transformer.transform([['Honda', 'White', 71934.0, 4.0]]) it thrws an error. I really can't solve it out. Would you be so kind to shed some light on that? Thanks in advance.
Could you please tell us where are the tutorial links to these projects?
i cannot find the link to toxicity dataset and the example, can you please link it.
i need this, i am a begginer thank you
where can i find tutorial for these topics
Nice one
how do i develop UI for these projects
Sir, how about the Audio Classifier with Python and Tensorflow project
I tried to build a custom OpenAI Gym environment to play a game in real time. Some heads up on that subject would be awesome.
Nice, I’ve got some code floating around for it with PyGame will need to resurrect it.
Thanks, Nicho.
🙏🙏🙏
Suggestion: @12:23 instead of translating a natural language to another natural one why not translating it to SQL statements. I think in this way the model has a business potential especially for employees who don’t know SQL.
E.g “What’s the total salary of Mike last year?” -> “SELECT sum(salary), name, year FROM Employee WHERE name = ‘Mike’ AND year=2020;
Btw love your videos Keep it up 👍❤️
I think those are awesome use cases! Could definitely be achieved using similar models!
Why is this an underrated channel?
:) ua-cam.com/video/W1pw_ojO7XE/v-deo.html
i tried the space ship landing , but the libraries had circular issues where one required scipy 1.4 and another rescipy 1.6. and tensor flow 2.0 and was library available. making the tutorial useless.
I'm a beginner at this
Can you introduce some sites to get the project ?
thanks
Any updates bout super resolution?
is there anyone who can help me, Idk what is the problem with me!! problem is: I am not able to do any of the project myself in any domain (web, ml........) I just follow tutorial and do as Instructor did!!any solution?
Can u send a data set?
But how do you get this data?
Any ML project ideas which aren't available on kaggle or Google?
Will u please make all these project in UA-cam
I study at the university the computer department, but I do not have a computer, I attend electronic lectures and exams on my mobile. I wish I had a computer, I work to buy it, but it is expensive 😞😞
Cool. Wheres the projects homie?
Thank you for this video! You're kind of my favorite youtuber lol
Where's the "Build a deep facial recognition app" part 3? :p
Coming Sunday, promise :)!
@@NicholasRenotte This is great! :D Thank you for all the effort!
Nicee, i need help with triplet loss etc
@@pedrodsk shoot, what's up?
@@NicholasRenotte I'm really your fan
Does anyone have a churn prediction CSV file?
Check this: www.kaggle.com/blastchar/telco-customer-churn
I have one problem.
is every ML model has a neural network? If not please give me a summary of the ML Model with ANN & ML Model without ANN
Nope, not all.
Aspiring data scientist who loves the intermediate and advanced levels but feels so far.
Excited for the journey ahead 🤩
Keep cracking at it!! Tbh, I start off feeling like I have no idea what I'm doing most of the time, working on GANs this week and I'm exactly in that headspace. It just takes time and commitment :)
please make a video on sentiment analysis in browser using js.
Ooooooh, this is going to be interesting, haven't done any js in a few months!
Hello Sir, Thank you for the video.
Sir, Can you make an end-to-end projects series like mobile app, webapp with ML and DL use cases? Or you can teach us how can we deploy and build the app for intermediate projects which you mentioned in the video.
Happening atm, the siamese network series will conclude with an app!
Finally
Something to do
Yeahhhya, how's the robotics team going?
@@NicholasRenotte eh, nothing much I'm learning Java
@@Powercube7 niceeee
when will Build Facial Recognition App Part 3 will come??
Tomorrow :)
Make video of shoplifting
👏🏽👏🏽
🙏🙏🙏
I thought you'd say the Adam Project
7:47
when your going to upload video on super resolution
Which programing language you used brother ?
He uses python
goostav
I wish I started that before 36 there’s too much to learn now 😢
:(
Oye kaalu
"I will link to that in description below" 0 links... shame seemed like an interesting channel to subscribe to, but just a click bait lie channel....
Nicholas can you help me. Is it possible to use the function segmentPersonParts (BodyPix) in python?
Haven't tried it out, but check this: github.com/de-code/python-tf-bodypix
Will u please make all these project in UA-cam
Think we got a few left to go but they're coming.