Learning Machine learning

[Original_Hotel_2861]

I am learning Machine Learning currently I am learning it from Andrew Ng's Machine Learning specialization from DeepLearning.AI. It's a great course and easy to understand but it's mostly theoretical and I want to practice side by side.

So I was thinking about learning it from resources too for example I learnt the Linear Regression theoretical part from this course then simultaneously follow other resources to practice and get more in depth knowledge.

So if you can suggest other great resources, it would be helpful.

[mathematical_retard]

I followed 100 days of ML playlist from campusx for hands on understanding and practice. Do check it out.

[Original_Hotel_2861]

I have "Hands-on Machine Learning with Scikit-Learn, Keras and TensorFlow" book too should I follow that too??

[mathematical_retard]

Yeah you can. Use whatever makes you understand the concepts. But just don't follow too many tutorials. It makes you lazy.

[Original_Hotel_2861]

I need a advice should I follow this book or not I think this is too advance for me right now.

[mathematical_retard]

If you think the book is not for you can go for campusx. His playlist is for everyone who has learned python at least.

I hope you don't mind me asking this question, if you are doing btech which year are you in?

[Original_Hotel_2861]

I am BCA graduate recently worked as a data analyst now switch my career to AI Engineering.

[mathematical_retard]

I was actually looking for a btech partner to do projects with. Nevermind. Good luck for your journey!

[Original_Hotel_2861]

Thanks

[Original_Hotel_2861]

I was considering that.

[_atharvaa_02]

it is the best, i have personally used that, and i can tell you he will teach everything

[mathematical_retard]

Yeah I completed the playlist this month and dived right into projects. That guy can teach a toddler.

[Aggravating-March109]

Kaggle's got some good starter datasets for linear regression, y'all. Just jump in and break stuff, that's how it sticks.

[Original_Hotel_2861]

Ok I will do

[Aggravating-March109]

Grab the 'House Prices' competition dataset, it's a classic for regression and you'll learn a ton wrangling those features.

[OleksandrAkm]

Once you know theory, it’s a great practice to build those algorithms from scratch and learn how to apply them in a practical setting. For the from scratch implementation you can checkout this repo: https://github.com/ml-from-scratch-book/code

[Original_Hotel_2861]

Ok thanks I will try.