Welcome to the Deep Learning with Python course! This pathway is designed to help you master neural networks and advanced machine learning techniques using Python. Whether you're a beginner or experienced developer, this course provides hands-on projects and theoretical insights.

🔍 What You'll Learn

  • Fundamentals of neural networks 🧠
  • TensorFlow & Keras frameworks 🤖
  • Image & NLP processing 📷📝
  • Optimization techniques 🚀

📚 Course Structure

  1. Introduction to Deep Learning

    • Overview of deep learning concepts
    • Key differences between traditional ML and DL
    Deep Learning Intro

  2. Python for DL

    • Setting up your environment 🐍
    • Installing TensorFlow & Keras
    Python DL Setup

  3. Hands-On Projects

    • Build a CNN for image classification 🎨
    • Create RNNs for text generation 📘
    • Explore GANs for creative AI 🖼️

🌐 Recommended Resources

For more advanced topics, check out our Machine Learning Specialization pathway. 🌱

Neural Network Diagram

Let us know if you'd like to dive deeper into any specific topic! 💬