What you’ll study
- Constructing Neural Networks with Tensorflow
- It’s best to know Python programming, have fundamental math information, and fundamental ideas of machine studying earlier than enrolling.
You’re going to study the preferred library to construct networks and machine studying algorithms.
On this hands-on, sensible course, you can be working your means by with Python, Tensorflow, and Jupyter notebooks.
What you’ll study:
- Fundamentals of Tensorflow
- Synthetic Neurons
- Feed Ahead Neural Networks
- Activations and Softmax Output
- Gradient Descent
- Loss Perform
- Mannequin Optimization
- Linear Regression
- Logistic Regression
- Convolutional Neural Networks (with examples)
- Textual content and Sequence Information
- Recurrent Neural Networks (with examples)
- Neural Model Switch (in progress)