Yash Chaudhari

Learning AI/ML from scratch | Sharing daily concepts, code & struggles | Building in public | #100DaysOfML | DMs open

[Yash Chaudhari @TimeToLearnAI]

Tomorrow: More practice on Data Structures & Algorithms + revision.

Follow @TimeToLearnAI for daily progress, code implementations, project builds, and the complete journey toward AI/ML mastery.

What’s one algorithm or data structure you found tricky? Drop it below 👇

#100DaysOfML #Algorithms #DataStructures

[Yash Chaudhari @TimeToLearnAI]

Day 8 Complete ✅

A heavy but extremely valuable day! Moved into Linear Data Structures and Algorithms — the real backbone of efficient programming and Machine Learning.

Covered:
• Big O Notation & Algorithm Analysis
• Stacks, Queues, Linked Lists (Singly & Doubly)
• Hash Maps / Sets
• Dynamic vs Static Arrays

#100DaysOfML #Python #DataStructures

[Yash Chaudhari @TimeToLearnAI]

Reflection:
Day 8 was intense but super rewarding. Implementing algorithms myself made the concepts stick much better. I now have way more respect for how efficiently Python handles data under the hood.

Consistency is paying off — slowly building strong fundamentals. 🔥

[Yash Chaudhari @TimeToLearnAI]

Follow @TimeToLearnAI for daily project builds, code insights, and the complete journey from Python basics to AI/ML.

Which OOP concept confuses you the most? Or which project should I try next? Drop your thoughts! 👇

#100DaysOfML #PythonOOP

[Yash Chaudhari @TimeToLearnAI]

Day 7 Complete ✅

Deep dive into core Object-Oriented Programming concepts

Covered:
• Encapsulation (Getters & Setters)
• Inheritance & Code Reuse
• Polymorphism
• Name Mangling
• Abstraction

Solid day strengthening OOP foundations.

#100DaysOfML #Python #OOP

[Yash Chaudhari @TimeToLearnAI]

Key Takeaways from Day 7:

- Encapsulation helps protect and control data access
- Inheritance + Polymorphism = massive code reusability
- Abstraction makes complex systems much easier to manage
- OOP is all about writing cleaner, more maintainable code

[Yash Chaudhari @TimeToLearnAI]

Reflection:
After building these four projects, I can feel a noticeable jump in my coding confidence. Going from procedural code to thinking in classes is a game-changer.

Slow but steady progress feels good. 💪

[Yash Chaudhari @TimeToLearnAI]

Day 6 Complete ✅

Level up achieved! Today I entered the world of Object-Oriented Programming (OOP) — Classes and Objects.

Covered:
• Classes vs Objects
• Methods & Attributes
• Special (Dunder) Methods
• Dynamic Attributes

#100DaysOfML #Python #OOP

[Yash Chaudhari @TimeToLearnAI]

Key Takeaways:
- OOP makes code much more organized and scalable
- Special methods (__init__, __str__, etc.) are extremely powerful
- Thinking in objects feels more natural now

These concepts will be very useful later when building custom ML models and data pipelines.

[Yash Chaudhari @TimeToLearnAI]

Follow @TimeToLearnAI for daily Python → AI/ML progress, code examples, and honest reflections.

What was your biggest win this week? Let’s celebrate small wins together! 🚀

#100DaysOfML #PythonForDataScience

[Yash Chaudhari @TimeToLearnAI]

Day 5 Complete ✅

A massive progress! Covered a lot of ground and built several mini-projects. Python is starting to feel much more natural now.

Covered:
• Loops & Sequences
• Dictionaries & Sets
• Working with Modules
• Error Handling & Debugging

#100DaysOfML #Python

[Yash Chaudhari @TimeToLearnAI]

Reflection:
Day 5 felt like a big step up in confidence. Going from basic scripts to handling data validation, patterns, and errors properly is exciting.

The more I build, the more I realize how strong these fundamentals will make my future ML journey.

[Yash Chaudhari @TimeToLearnAI]

Next up: More practice + moving closer to data structures & libraries needed for Machine Learning.

Follow @TimeToLearnAI if you’re on a similar journey.

Drop your favorite mini-project idea below — I might build it soon! 👇

#100DaysOfML #LearnToBuild

[Yash Chaudhari @TimeToLearnAI]

Day 4 Complete ✅

Today was all about leveling up — moved from basic scripting to writing reusable and organized code.

Deeply covered:
• Functions & Scope (Local vs Global)
• Advanced String & Logic applications
• Code organization and reusability

#100DaysOfML #Python

[Yash Chaudhari @TimeToLearnAI]

This second round of Python basics is hitting differently — much deeper understanding and confidence compared to before.

Grateful for the process. Slow and steady is winning. 💪