u/Wise_Departure2637

I’m starting my AI/ML journey and want to connect with people who are also learning AI/ML from scratch or are at a similar stage.

Instead of just collecting resources and watching courses, I want to actually build things, practice consistently, and improve step by step.

I’m looking for people who are interested in:

• Learning AI/ML together
• Sharing useful resources
• Discussing doubts and concepts
• Building projects together
• Keeping each other accountable
• Sharing progress and mistakes
• Staying consistent for the long term

No competition or pressure just a group of people seriously trying to get better.

If you're also starting or currently learning AI/ML, let’s connect and follow this journey together.

Comment or DM if you're interested!

I’m starting my AI/ML journey and want to connect with people who are also learning AI/ML from scratch or are at a similar stage.

Instead of just collecting resources and watching courses, I want to actually build things, practice consistently, and improve step by step.

I’m looking for people who are interested in:

• Learning AI/ML together
• Sharing useful resources
• Discussing doubts and concepts
• Building projects together
• Keeping each other accountable
• Sharing progress and mistakes
• Staying consistent for the long term

No competition or pressure just a group of people seriously trying to get better.

If you're also starting or currently learning AI/ML, let’s connect and follow this journey together.

Comment or DM if you're interested!

Hi everyone,

I'm a beginner and I want to improve my English from the ground up. My main goals are:

• Speak English confidently.
• Write grammatically correct English.
• Improve punctuation and sentence structure.
• Build a good vocabulary that I can actually use in conversations.
• Become fluent enough for interviews, technical discussions, and daily communication.

I'm looking for a proper roadmap and high-quality resources (preferably free, but paid is also okay if it's worth it).

Some questions I have:

1. Which YouTube channels are best for beginners?
2. Which books should I read to improve grammar and writing?
3. Are there any websites or apps that helped you the most?
4. How can I practise speaking if I don't have anyone to talk to?
5. How much time should I spend daily, and what should my routine look like?
6. What mistakes should beginners avoid?

I'd really appreciate recommendations from people who have improved their English from beginner to fluent. Please share the resources, study methods, and daily habits that worked for you.

Thanks in advance

Hi everyone,

I'm planning to become an AI/ML Engineer and I want to learn in the right order instead of jumping between random tutorials and courses.

I'm looking for a structured roadmap that covers everything from beginner to job-ready level.

Some questions I have:

• What should I learn first, and in what order?
• Which topics are actually essential (Python, Math, SQL, Machine Learning, Deep Learning, NLP, Computer Vision, LLMs, MLOps, etc.)?
• What are the best free and paid resources for each topic?
• Which books, courses, and YouTube channels are worth following?
• How much mathematics is really required, and which topics should I focus on?
• When should I start building projects?
• What kind of projects do recruiters expect from AI/ML Engineer candidates?
• How much DSA and system design should I learn?
• What does a realistic 6–12 month study plan look like?
• What mistakes do beginners commonly make that I should avoid?

I'm aiming for a roadmap that's aligned with current industry expectations (2026), not just course completion.

If you're already working as an AI/ML Engineer or recently landed a role, I'd really appreciate your advice, learning path, resources, and any tips from your experience.

Thanks in advance!

Y.