Скачать или смотреть Top 8 Python Projects for AI Beginners (Start Learning Fast!)

Want to learn AI with Python but don’t know where to start?
Here are 8 beginner-friendly projects to boost your portfolio 🚀

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1️⃣ Sentiment Analyzer
💬 Use NLP to detect whether text (like tweets or reviews) is positive or negative.

2️⃣ House Price Predictor
🏠 Train a regression model using Kaggle’s Boston Housing Dataset to predict house prices.

3️⃣ Handwritten Digit Recognition
🖊️ Use CNNs (Convolutional Neural Networks) to classify MNIST digits (0–9).

4️⃣ AI Chatbot using OpenAI API
💡 Build your own chatbot that can answer questions and simulate conversations.

5️⃣ Fake News Detector
📰 Use NLP + Machine Learning to identify fake headlines or articles.

6️⃣ Image Classifier (Cats vs Dogs)
🐱🐶 Train a deep learning model using TensorFlow or Keras to recognize images.

7️⃣ Resume Screening Bot
📄 Automate resume filtering using keyword extraction and job-matching logic.

8️⃣ Personal Recommendation System
🎬 Create a movie or product recommender using cosine similarity or collaborative filtering.

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💡 Pro Tip:
Upload each project on GitHub with:
✅ Clean, well-commented code
✅ A short demo video
✅ A README explaining how it works

That’s how recruiters and clients find you! 💼🔥