Akansha YadavData Science & Coding (Python) | MySQL

Machine learning tracker

29 Jun 2026 · 1 min

Watch on YouTube

1:18

In this promotional YouTube monologue, Akansha Yadav highlights a meticulously organized, single-sheet machine learning roadmap she created to address the confusion many beginners face when learning from scattered YouTube content. She describes the sheet’s structure—categorizing subjects such as mathematics, Python, and machine‑learning fundamentals, and breaking each into detailed topics, subtopics, syllabus items, practice questions, datasets, and curated free resources. A built‑in progress tracker is showcased, with an example of linear algebra covering vectors, matrices, operations, eigenvalues, SVD, and norms, each linked to practice problems and data. Akansha explains how the sheet solves the “what to learn next” dilemma, urging viewers to comment “Coding Didi” or follow a link in her bio to receive the tracker, and invites them to follow her for more practical data‑science and AI resources.

Chapters

99% of machine learning beginners learn random things from YouTube and wonders why they are still confused. Yes, I have spent hours organizing this entire machine learning roadmap into one single structured sheet. Here is what it looks like. It contains category like mathematics, Python, or machine learning fundamentals, topics, subtopics, and detailed syllabus. Yes, I have also added practice questions, dataset to work on, and what are the free learning resources which you can utilize to make it more good. And also I have added a progress tracker. For example, under linear algebra, you won't just see learn matrix. You will find vector, matrix, operation, eigenvalue, SVD, norms, along with the practice question and relevant data. And also, as I told you, I have added best learning resource all in one place. So this roadmap solves the biggest problem which beginner faces, not knowing what to learn next. Just open this sheet, pick up a topic, study it, solve the question, track your progress. And I, I truly believe this is gonna really help you. So if you want this complete machine learning tracker for you and for your learning, then comment down Coding Didi and I will send it to you in your DMs, or else you can grab it from link in bio as well. So follow for more practical data science and AI learning resources.