Help him

i think in video , https://www.edx.org/course/algorithm-design-analysis-pennx-sd3x this couse was recommeded by u ..

I see that Linear Algebra cames before learning Calculus. Is this right?

My opinion is that:
1 - Differential and Integral Calculus
2 - Linear Algebra
3 - Multivariable Calculus
4 - Probability
5 - Algorithms

In the month 1 week 3 you said probability course can be done, But the according to eDX this course requires 12 hrs/week and length of the course is 18 weeks. How can I complete this in a week? Can you suggest me some other course link with the shorter span. You can assume that I have some idea of probability and I am not a newbie .

So what kind of projects are we supposed to do during the first month? First month is generally maths so what can we do?

Thanks, @llSourcell for including awesome-project-ideas in your curriculum!

Can I link back to this repository or would you like me to link back to the Youtube video instead?

Microsoft has recently published a program of ai courses collaborating with Edx.
https://academy.microsoft.com/en-us/tracks/artificial-intelligence/

Is this program can be an alternative roadmap in machine learning instead of Siraj's roadmap?
and can i make some nice projects when i finished it?

Adding the machine learning crash course by Google in month 2. It will be a good theoretical start before doing the Intro to ML by udacity.

https://www.youtube.com/watch?v=4LKJ1zyH6aI

This Issue started a day back It seems all videos from MIT OCW have been blocked on every country I checked with YouTube restriction checker.

Hope you can suggest an alternative to the OCW courses.

One of the most important lessons in machine learning and deep learning is how the algorithms navigate in very high-dimensional spaces. Curse of dimensionality == high dimensional spaces. Once you know that you have a very good intuition what's going on. Its very rarely talked in books, but some do (Ravi Kannan has one). I would argue that you need more geometrical intuition than calculus.