🚀 Roadmap to Master AI in 50 Days! 🤖🧠

📅 Week 1–2: Foundations
🔹 Day 1–5: Python basics, NumPy, Pandas
🔹 Day 6–10: Math for AI — Linear Algebra, Probability, Stats

📅 Week 3–4: Core Machine Learning
🔹 Day 11–15: Supervised Unsupervised Learning (Scikit-learn)
🔹 Day 16–20: Model evaluation (accuracy, precision, recall, F1, confusion matrix)

📅 Week 5–6: Deep Learning
🔹 Day 21–25: Neural Networks, Activation Functions, Loss Functions
🔹 Day 26–30: TensorFlow/Keras basics, Build simple models

📅 Week 7–8: NLP CV
🔹 Day 31–35: Natural Language Processing (Tokenization, Embeddings, Transformers)
🔹 Day 36–40: Computer Vision (CNNs, image classification)

🎯 Final Stretch:
🔹 Day 41–45: Real-world Projects – Chatbot, Digit Recognizer, Sentiment Analysis
🔹 Day 46–50: Deploy models, learn about MLOps keep practicing

💡 Tools to explore: Google Colab, Hugging Face, OpenCV, LangChain

💬 Tap ❤️ for more!