Diploma in Neural Networks in Python - Deep Learning for Beginners

Name: Diploma in Neural Networks in Python - Deep Learning for Beginners
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This free data science course teaches you to build artificial neural networks and deep learning models using Python.

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Learning Outcomes

In this free course, you will learn how to:

Describe the basic structure of a neural network
Identify the classification and regression hyperparameters
Define Keras and TensorFlow
Build a neural network model in Python using Keras
Build a neural network for a regression problem
Evaluate the advantages of using the functional API in neural networks
Discuss the importance of outlier treatment, missing value imputation and seasonality
Outline the steps of variable transformation in Python
Describe the least square approach to linear regression
Analyze the accuracy of the linear regression model

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