I just recently created a discord server for those who are beginners in it like myself. So, getting a good roadmap will help us a lot. If anyone have a roadmap that you think is the best. Please share that with us if possible.
1 Like
You don’t need a roadmap; just start somewhere and you’ll get to where you need to be
2 Likes
Oh. That’s great advice. I was also thinking the same. To just learn little by little with small projects with the help of gpt.
1 Like
I find DataCamps Career Tracks to be the most comprehensible of them. Y’all should try it out
1 Like
Oh. Thank you very much. Have to check it.
1 Like
Here’s some advice: do as many projects as you can! Since you’re just starting out, try making ML models for all the Kaggle competitions that are meant for learning. This will really boost your skills.
Before diving into those, though, make sure you understand the basics of ML, like linear algebra, statistics, and probability. Once you’ve got that down, tackle as many ML algorithms as you can through those Kaggle competitions.
When you’re ready to get into deep learning, definitely check out Andrew Ng’s courses on Coursera. You can apply for financial aid to get them for free, especially if you’re in a developing country; it’s usually easier to get approved.
After you finish the courses, focus on doing projects. Try to avoid watching tutorials for your projects after you’ve got the basics down. Use your own brain and maybe ask ChatGPT for help instead.
Then you can decide if you want to explore data engineering or stick with data science. Also, learning about Generative AI and large language models (LLMs) is super important right now in the job market!
1 Like
As my degree was in History (minor in Econ), but I would like to get into ML career. I did some research on the AIML master admission requirement of different universities and all of them require a degree in math, CS or stats, data science, etc.
In this case, would like to know if there’s any alternative ways to get in Master programs without doing a second degree?
1 Like
Start by learning the math. Then learn the basic ML Algorithms, and apply them to different datasets Then dive into deep learning. Learn the fundamentals of pytorch and neural networks and make a project in that regard. Before you know it you have a good amount of knowledge
1 Like
Yeah. That’s exactly the type of roadmap I wanted to hear. Thanks a lot.
1 Like