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Learn Data Science, Data Analysis, Machine Learning, Artificial Intelligence, and Python with Tensorflow, Pandas & more! Buy ads: https://telega.io/c/machinelearningcourse
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🤝 AI Engineer Agentic Track: The Complete Agent & MCP Course
⭐️ 4.7 - 33778 votes 💳 Original Price: $19.99
📖 Master AI Agents in 30 days: build 8 real-world projects with OpenAI Agents SDK, CrewAI, LangGraph, AutoGen and MCP.🔊 Taught By: Ed Donner, Ligency 📤 Download Full Course 📤 Download All Courses
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🔅 Deep Learning with Python: Foundations
📝 Discover the fundamental concepts and techniques required to implement basic deep learning models using Python.
🌐 Author: Frederick Nwanganga
🔰 Level: Intermediate
⏰ Duration: 1h 54m
📋 Topics: Deep Learning, Python
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🧠 10 Machine Learning Concepts You Must Know
✅ Supervised vs Unsupervised Learning – Understand the foundation of ML tasks
✅ Bias-Variance Tradeoff – Balance underfitting and overfitting
✅ Feature Engineering – The secret sauce to boost model performance
✅ Train-Test Split & Cross-Validation – Evaluate models the right way
✅ Confusion Matrix – Measure model accuracy, precision, recall, and F1
✅ Gradient Descent – The algorithm behind learning in most models
✅ Regularization (L1/L2) – Prevent overfitting by penalizing complexity
✅ Decision Trees & Random Forests – Interpretable and powerful models
✅ Support Vector Machines – Great for classification with clear boundaries
✅ Neural Networks – The foundation of deep learning
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🔅 Deep Learning with Python: Optimizing Deep Learning Models
📝 Leverage techniques for optimizing deep learning models and implementing them using Python.
🌐 Author: Frederick Nwanganga
🔰 Level: Intermediate
⏰ Duration: 2h 1m
📋 Topics: Deep Learning, Python
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