29/04/2025
⧍ā§Ļ⧍ā§Ģ āϏāĻžāϞ⧠AI āĻļā§āĻāĻžāϰ āϏā§āϰāĻž āϏā§āĻā§āϰā§āϝāĻžāĻā§āĻāĻŋ â āϏā§āĻŽāĻžāϰā§āĻ āĻĒāĻĨā§ āĻā§āϝāĻžāϰāĻŋā§āĻžāϰ āĻā§ā§! đ
āĻŦāύā§āϧā§āϰāĻž, āϝāĻžāϰāĻž AI āύāĻŋā§ā§ āϏāϤā§āϝāĻŋāĻāĻžāϰā§āϰ āϏāĻŋāϰāĻŋā§āĻžāϏ, āϤāĻžāĻĻā§āϰ āĻāύā§āϝ āĻāĻ āύāĻŋā§ā§ āĻāϞāĻžāĻŽ āĻāĻāĻāĻŋ āĻĢā§āϞ āĻāĻžāĻāĻĄāϞāĻžāĻāύ!
āϏāĻŽā§ āύāώā§āĻ āύāĻž āĻāϰ⧠āĻāϞ⧠āĻĻā§āĻā§ āύāĻŋāĻ āĻā§āĻāĻžāĻŦ⧠⧍ā§Ļ⧍ā§Ģ āϏāĻžāϞ⧠āϏā§āĻŽāĻžāϰā§āĻāĻāĻžāĻŦā§ AI āĻļā§āĻāĻž āϝāĻžā§:
đ Step 1: Programming Mastery āĻĻāĻŋā§ā§ āĻļā§āϰ⧠āĻāϰā§!
Python āĻļāĻŋāĻā§ â AI, ML, DL āϏāĻŦāĻāĻŋāĻā§āϰ āĻŽā§āϞāĻāĻŋāϤā§āϤāĻŋ! đ
Start with basics: Variables, Loops, Functions, OOP.
āϏā§āϰāĻž Platforms: FreeCodeCamp, W3Schools, Programming Hero.
đ Step 2: Math āĻā§ āĻŦāύā§āϧ⧠āĻŦāĻžāύāĻžāĻ!
Basic Linear Algebra (Matrix, Vectors)
Probability & Statistics (Mean, Variance, Probability rules)
Calculus (Optional but Helpful for Deep Learning)
Resources: 3Blue1Brown (YouTube), Khan Academy.
đ Step 3: Core AI Concepts āĻĒāϰāĻŋāώā§āĻāĻžāϰ āĻāϰā§!
AI vs ML vs DL â āĻāĻ āϤāĻŋāύāĻāĻŋāϰ āĻĒāĻžāϰā§āĻĨāĻā§āϝ āĻĒāϰāĻŋāώā§āĻāĻžāϰ āĻāϰā§āĨ¤
āĻļā§āĻā§:
Supervised & Unsupervised Learning
Neural Networks Basics
Regression, Classification Problems
Must-Do Course: Andrew Ng's ML Course (Coursera) â GOLD Standard! đ
đ Step 4: Trusted Platforms āĻĨā§āĻā§ āĻļā§āĻā§!
DeepLearning.AI (Andrew Ng)
fast.ai (Practical approach)
Google AI Courses
Kaggle Micro-Courses
YouTube tutorials (smart filtering is important!)
đ Step 5: Practice Makes Perfect!
Kaggle-āĻ āĻĄā§āĻāĻžāϏā§āĻ āύāĻŋā§ā§ Mini-Projects āĻāϰā§:
Titanic Survival Prediction đĸ
House Price Prediction đ
Image Classification đŧī¸
GitHub-āĻ Upload āĻāϰ⧠â Proof of Work āĻĻā§āĻāĻžāύ⧠āĻ
āϤā§āϝāύā§āϤ āĻā§āϰā§āϤā§āĻŦāĻĒā§āϰā§āĻŖ!
đ Step 6: āύāĻŋāĻā§āϰ Real Projects āϤā§āϰāĻŋ āĻāϰā§!
Project Ideas:
Chatbot đ¤
Spam Detection System đ§
Movie Recommendation System đŋ
Traffic Sign Detection for Self-Driving Cars đ
āĻŽāύ⧠āϰāĻžāĻā§: Real Projects = āϤā§āĻŽāĻžāϰ āϏā§āϰāĻž CV!
đ Step 7: Always Stay Updated!
Arxiv.org āĻĨā§āĻā§ Weekly Research Paper āĻĒā§ā§āĨ¤
AI Conferences, Hackathons, Meetups-āĻ āĻ
āĻāĻļāĻā§āϰāĻšāĻŖ āĻāϰā§āĨ¤
āύāϤā§āύ Models (GPT-5, Sora AI, DeepSeek, Gemini) āύāĻŋā§āĻŽāĻŋāϤ āĻĢāϞ⧠āĻāϰā§āĨ¤
đ Step 8: AI Ethics āĻāĻŦāĻ Prompt Engineering āĻļāĻŋāĻā§!
AI-āĻāϰ Impact, Risks, Bias āϏāĻŽā§āĻĒāϰā§āĻā§ āϏāĻā§āϤāύ āĻšāĻāĨ¤
ChatGPT āĻāĻŦāĻ āĻ
āύā§āϝāĻžāύā§āϝ LLMs āϏāĻ āĻŋāĻāĻāĻžāĻŦā§ Use āĻāϰāϤ⧠āĻļāĻŋāĻā§!
đĨ Bonus Mindset Tips đĨ
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āĻļā§āϧ⧠Course Complete āĻāϰāϞā§āĻ āĻšāĻŦā§ āύāĻž â āύāĻŋāĻā§ āĻāĻŋāĻā§ Build āĻāϰāϤ⧠āĻšāĻŦā§āĨ¤
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Fail āĻāϰāϞ⧠āĻā§ āĻĒā§āĻ āύāĻž â āĻļā§āĻāĻžāϰ āĻāϏāϞ āĻŽāĻāĻž āĻāĻāĻžāύā§āĻ!
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LinkedIn āĻ GitHub Profile āĻļāĻā§āϤāĻŋāĻļāĻžāϞ⧠āĻāϰ⧠āĻā§ā§ āϤā§āϞā§āĨ¤
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āĻĒā§āϰāϤāĻŋāĻĻāĻŋāύ āĻāĻāĻā§ āĻšāϞā§āĻ āĻļā§āĻāĻžāϰ Continuity āĻŦāĻāĻžā§ āϰāĻžāĻā§ â Consistency is the ultimate power! â¨
đ§ āĻŽāύ⧠āϰāĻžāĻā§:
"AI āĻļā§āĻāĻž āĻŽāĻžāύ⧠āĻļā§āϧ⧠Knowledge āĻ
āϰā§āĻāύ āύā§, āĻŦāϰāĻ Real World Problems āĻāϰ āĻāύā§āϝ Solutions āϤā§āϰāĻŋ āĻāϰāĻž!"
⧍ā§Ļ⧍ā§Ģ āϏāĻžāϞā§āϰ āĻļā§āώ⧠āϝā§āύ āĻāϰā§āĻŦ āĻāϰ⧠āĻŦāϞāϤ⧠āĻĒāĻžāϰ⧠â
"Yes, I BUILT something amazing!" đ
đ āĻāĻāĻ āĻļā§āϰ⧠āĻāϰ⧠āϤā§āĻŽāĻžāϰ āĻĒā§āϰāĻĨāĻŽ āĻā§āĻā§āĻ āĻāĻāĻāĻŋ Step! āϤā§āĻŽāĻžāϰ Future āĻ
āĻĒā§āĻā§āώāĻž āĻāϰāĻā§!