Course description

TensorFlow is an open-source, powerful machine learning framework developed by Google. It is widely used for building and deploying various types of deep learning models. TensorFlow provides a comprehensive ecosystem of tools, libraries, and resources to simplify the process of developing and training neural networks.

At its core, TensorFlow revolves around the concept of tensors, which are multidimensional arrays used to represent data. Tensors flow through computational graphs, where mathematical operations are performed on them to transform and manipulate the data. This graph-based approach enables efficient execution on both CPUs and GPUs, allowing TensorFlow to handle large-scale computations effectively.

What will i learn?

Requirements

  • Operating System: TensorFlow is compatible with various operating systems, including Windows, macOS, and Linux.
  • Python: TensorFlow is primarily developed for Python, so you'll need to have Python installed on your system. TensorFlow supports Python versions 3.5 to 3.8, but it is recommended to use the latest stable version.
  • Dependencies: TensorFlow relies on several dependencies, such as numpy, protobuf, and six. These dependencies are usually installed automatically when you install TensorFlow using package managers like pip.
  • Hardware: TensorFlow can run on both CPUs and GPUs, but using a GPU can significantly speed up the training process, especially for deep learning models. If you plan to use a GPU, ensure that you have a compatible GPU and the necessary GPU drivers installed.
  • Optional: While not mandatory, having a basic understanding of machine learning concepts and familiarity with Python programming will be beneficial when working with TensorFlow.

Kallai education

₹ 199

₹ 1999

Lectures

1

Skill level

Beginner

Expiry period

Lifetime

Certificate

Yes

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