This is like a CS course guide for free! Pure gold this content.
Summary of the video ------------------------------------ #1. Do a linear regression model based project (eg : predicting grades of a student) #2. A clustering algorithm project(eg : use k nearest means to predict the safety of a car) #3. Make a project to classify a cancer cell as benign or malignant. #4. use a neural network to classify digits of MNIST dataset.
Just to clarify for the linear regression project, it seems that from all the variables that Tim was naming would mean that you would doing a multiple linear regression (unless you want to perform a simple linear regression based off one quantitative and explanatory variable) . And from that you need to determine what type of multiple linear regression you are performing: simple, quadratic, cubic, two-lines, 3D, and HD. For beginners I would definitely recommend the simple and two-lines multiple linear regression. If you’re feeling up to something more challenging, try 3+ lines. Also make sure that your p-value is significant in your linear regression analysis!
Just FYI for anyone working on the KNN "car" dataset. It's not a binary calssification (safe or unsafe), there are 4 labels -> unacc, acc, good, vgood. Hopefully this saves someone the headache of trying binary classification algorithms on this dataset.
Hearing u speak motivates me Wish I could meet u in person ❤️
I'm halfway through school[BA to MA, cybersecurity], and I really appreciate your videos. Thank you. Sincerely. Quick questions:Are there security roles for machine learning? What title would that be?
Thank you so much. I'm in my second year and I'm starting my portfolio. I just learned that I spent these last 2 years reading and writing thinking I was studying. N now I learned how to learn . I hope this is exciting😢😮😅😊❤
Nice meeting you Tim
Please bring more project on this topic we need to practice thanks
This guy's explanation is the best
What should I learn first Deep learning or Machine learning and what tool should I use pytorch or tensorflow?
Tim the fkn legend. Around my age and teaching this beautiful language what a guy. Respect bro
You are WAAYYYYY too underrated man!!!
Wow.....Excellent research for ML Projects....DUDE, Thank you so much...!!!!!!!!!!!!!!!
Thanks Tim! Super helpful as always.
Love from India
Thanks Tim, would be trying the Breast cancer and MNIST project, I have much interest in neural networks
i like how u dont promote ur videos and u treat it to be as important as other vids
Master, I just came across this video, pls, hand me down all your knowledge and advice that your servant is here to learn, thanks.
@TechWithTim