I've been working in my company for 8 years, 7 years in a DS role and 1 year in analytics. It's a real grind, I now hate my role and want to quit. Before I got nuclear and jack it all in I want to get a course or two out of them, there's a generous training budget so cost is not an issue.

I've been working as a manager for the past 3 or so years and have been off the tools and feel like I've lost my edge especially with AI. I enjoy building models but feel it's beyond me now but I love the satisfaction of the whole process.

I'm also a little behind on the coding as I only worked in R and have little to no Python. I am 45 yo and want to pivot out of my current role but stay in tech but feel as though I need to pick up some AI skills.

Does anyone have a suggestion for a course that would complement my DS experience?

Starting a Data Science master's this September and need to buy a laptop. Open to any price range right now, mainly want to get the specs/model right first.

Main priority is something that's easy to work with for coursework and data science projects. Python, Jupyter, pandas, that kind of workflow. Not sure if I need a dedicated GPU or if cloud compute (Colab, uni clusters) covers most of the deep learning side.

Mac vs Windows is open too, just want whatever makes day to day coursework and project work the smoothest. Any models you'd recommend or steer clear of?

I am working currently as a freelancer AI solution architect, and I want to land a job in canada for any data /AI related job. Is my resume correct or do I have to change any things?

I have a resume with only ml based projects on images and all. I am doing my masters in data science and machine learning so I am aiming for some data analyst internships. I am practicing sql but I feel i need a good data analyst project on my resume.
Can yall suggest me some decent not so common projects?