Course detailBerkeley ExtensionTechnology and Information Managementregistration soon

COMPSCI X433.7

Machine Learning With TensorFlow

Discover the flexibility of the powerful TensorFlow package when dealing with heavy financial, mathematical, engineering or scientific problems.

Explore the concise and expressive use of TensorFlow advanced package for Python that features many functions and methods for data mining; financial forecasting; investment management; Monte Carlo simulation; statistical testing; pixel classifiers; predator-prey; fluid flow; and various other applications in probability, statistical testing, signal processing and financial forecasting.

You also study mathematical operations with array data structures; optimization; the Probability Density Function; interpolation; the Fast Fourier Transform; basic signal processing; and other high-performance benefits that may include the use of some of the core scientific packages such as NumPy, Scipy or Matplotlib.

You gain deep understanding and problem-solving experience with this powerful platform.

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