Current Course: Machine Learning Specialization

#BreakIntoAI with Machine Learning Specialization

Master fundamental AI concepts and develop practical machine learning skills in this beginner-friendly, 3-course program by AI visionary Andrew Ng.

Course Details

• Instructors: Andrew Ng, Geoff Ladwig, Aarti Bagul (+3 more)
• Taught by: Top Instructor Andrew Ng
• Platform: Go To Course

What I'm Learning:

1. Foundations of Machine Learning
2. Supervised Learning (Regression, Classification)
3. Unsupervised Learning (Clustering, Dimensionality Reduction)
4. Neural Networks and Deep Learning
5. Practical skills for real-world AI applications

My Notes

Course 1: Supervised Machine Learning: Regression and Classification

• Key Concepts:
  • Supervised vs. Unsupervised Learning
  • Applications of Machine Learning
  • Importance of Data Quality
• Notes:

Course 2: Advanced Learning Algorithms

• Key Concepts:
  • Hypothesis Function: h_θ(x) = θ₀ + θ₁x
  • Cost Function: Mean Squared Error (MSE)
  • Gradient Descent Algorithm
• Notes:

Course 3: Unsupervised Learning, Recommenders, Reinforcement Learning

• Key Concepts:
• Notes:

"AI is the new electricity." – Andrew Ng