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Google Cloud

Course content

  • 1. What is ML?
  • 2. Visualization
  • 3. Data, Problems, and tools
  • 4. Matlab
  • 5. Linear Classification
  • 6. Perceptron update rule
  • 7. Perceptron convergence
  • 8. Generalization
  • 9. Maximum margin classification
  • 10. Classification errors
  • 11. Regularization
  • 11. Logistic regression
  • 11. Linear regression, estimator bias, and variance, active learning
  • 11. Kernel regression
  • 1. Kernel optimization
  • 2. Model selection
  • 3. CModel selection criteria
  • 4. Description length, feature selection
  • 5. Combining classifiers, boosting
  • 6. Boosting, margin, and complexity
  • 7. Margin and generalization, mixture models
  • 8. Mixtures and the expectation-maximization (EM) algorithm
  • 1. Clustering
  • 2. Spectral clustering, Markov models
  • 3. Hidden Markov models (HMMs)
  • 4. Bayesian networks
  • 5. Learning Bayesian networks
  • 6. Probabilistic inference
  • 7. Guest lecture on collaborative filtering
  • 8. Current problems in machine learning, wrap up

Why Choose MAK Technologies?

Industry-Oriented Training

Real-Time Project Learning

Flexible Online Classes

Expert Mentor Support

Why You Should Learn Google Cloud Database Engineering

  • High demand for cloud database professionals
  • Used by enterprises for large-scale applications
  • Strong focus on performance and scalability
  • Supports both relational and NoSQL databases
  • Essential skill for modern cloud environments
  • Global career opportunities with GCP skills
  • Industry-recognized professional certification path
  • Long-term career growth in cloud and data roles

$150.99

  • Class Online
  • Language English, Tamil, Hindi
  • Certificate Yes
  • Level Beginner
  • Topic Google cloud
    • Other includes:
    • ✓ Class recordings
    • ✓ Online certification
    • ✓ Online classes conducted Google Meet and Zoom
    • ✓ Online interviews
    • ✓ Foreign countries study guidance available
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Career Benefits of Learning Google Cloud With Us

Frequently Asked Questions

Database administrators, cloud professionals, IT graduates, and system engineers can join this course.

Basic cloud or database knowledge is helpful but not mandatory.

Cloud Database Engineer, Database Administrator, Cloud Engineer, or Data Infrastructure Engineer.

Yes. The course is aligned with the Google Cloud Professional Cloud Database Engineer certification objectives.

Yes. The course includes hands-on labs and real-world database management scenarios.
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