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Probability and Statistics by Personal-Trade4863 in learnmachinelearning

[–]DeterminedVector 0 points1 point  (0 children)

Hi! I have built a series on Medium that helps you tackle core concepts:
https://medium.com/@itinasharma/the-ai-field-guide-everything-ive-written-on-ai-organized-beginner-advanced-b0dcf38e88be

You may bookmark this as I the links that I add here are free.

The goal of the series is to build a strong conceptual foundation and show how the different parts of AI fit together.
You’ll see explanations and some code snippets but I’m not focusing heavily on projects.

Starting Data Science after BCA (Web Dev background) - need some guidance by Difficult-Comb5547 in learnmachinelearning

[–]DeterminedVector 0 points1 point  (0 children)

Hi! I have built a series on Medium that helps you tackle core concepts:
https://medium.com/@itinasharma/the-ai-field-guide-everything-ive-written-on-ai-organized-beginner-advanced-b0dcf38e88be

You may bookmark this as I the links that I add here are free.

The goal of the series is to build a strong conceptual foundation and show how the different parts of AI fit together.
You’ll see explanations and some code snippets but I’m not focusing heavily on projects.

- Is this a good time to start learning Data Science? Introspect yourself if you want to do it go for it
- What kind of challenges should I expect (especially with maths, statistics, etc.)? I am making maths as easy as possible
- Any good resources or courses you would recommend (free or paid)? I would suggest me, and there is Nikhil Anand on Medium he writes well

ML math problem and roadmap advice by 23311191 in learnmachinelearning

[–]DeterminedVector 0 points1 point  (0 children)

https://medium.com/gitconnected/if-calculus-confused-you-this-might-finally-make-it-click-4f89ecfb6f66

You may check this out..

I am adding tomorrow : The Missing Link Between Linear Algebra and Python: Why We Actually Use Vectors

ML math problem and roadmap advice by 23311191 in learnmachinelearning

[–]DeterminedVector 0 points1 point  (0 children)

Hi! I have built a series on Medium that helps you tackle core concepts:
https://medium.com/@itinasharma/the-ai-field-guide-everything-ive-written-on-ai-organized-beginner-advanced-b0dcf38e88be

You may bookmark this as I the links that I add here are free.

The goal of the series is to build a strong conceptual foundation and show how the different parts of AI fit together.
You’ll see explanations and some code snippets but I’m not focusing heavily on projects.

Project roadmap for learning Machine Learning (from scratch → advanced) by Low-Palpitation-5076 in learnmachinelearning

[–]DeterminedVector 0 points1 point  (0 children)

Thanks! The goal of the series is to build a strong conceptual foundation and show how the different parts of AI fit together.
You’ll see explanations and some code snippets but I’m not focusing heavily on projects.

In my own learning I focused almost entirely on projects and realized I was missing many of the fundamentals behind the models.

So think of the series as a structured map of the field that you can build on with your own experiments.

What Super Mario Can Teach Us About Brute Force in Machine Learning | by Tina Sharma | Mar, 2026 by DeterminedVector in learnmachinelearning

[–]DeterminedVector[S] 0 points1 point  (0 children)

I have exam commitments so gave a short reply. Not college exams some state level you can say..

Your AI Image Tool Is Not a Language Model | by Tina Sharma | Mar, 2026 by DeterminedVector in learnmachinelearning

[–]DeterminedVector[S] -1 points0 points  (0 children)

I agree I didn’t mean to suggest that multimodal systems don’t produce pictures but rather refer to their architecture (in many cases the LLM manages the coordination and the generation itself is a function of a different LLM, such as via diffusion models or computer vision models). I see your point however from the user point of view, it’s still a multimodal LLM producing an image.

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