GCP Study Hub Membership

Get access to all current and future courses.

Curriculum

    1. What even is machine learning?

      FREE PREVIEW

    2. Types of Models (By Learning Paradigm)

    3. Classical ML Models

    4. What is Deep Learning?

    5. Summary: Classical ML Models vs. Deep Learning Models

    6. Regression (Linear and Logistic)

    7. Classification

    8. Quiz: Intro to ML

    1. Convolutional Neural Networks

      FREE PREVIEW

    2. ResNet

    3. Recurrent Neural Networks (RNNs)

    4. Long Short-Term Memory Networks (LSTMs)

    5. Quiz: Types of Neural Nets

    1. Recommendation Systems

    2. Quiz: Recommendation Systems

    1. When ML is not needed

    2. Quiz: When ML is not needed

    1. The Training Loop

    2. Backpropagation and Optimizers

      FREE PREVIEW

    3. Train/Test Split

    4. Common Train/Test Splits

    5. Validation Set

    6. Quiz: Model Development (Big Picture)

    1. Regression Loss Functions

    2. Classification Loss Functions

    3. Quiz: Loss Functions

Highlights

  • 12.5 hours of video content
  • Over 500 practice questions
  • Pass guarantee

Additional products