Multiclass Classification

Continue the journey to data and machine learning, with this lesson from Cloud Academy.

In previous lessons, the core principles and foundations of Data and Machine Learning have been covered and best practices explained. 

This lesson gives an informative introduction to deep learning and introducing neural networks.

This lesson is made up of 12 expertly instructed lectures along with 4 exercises and their respective solutions.

Learning Objectives

• Understand the core principles of deep learning
• Be able to execute all factors of the framework of neural nets

Intended Audience

• It would be advisable to complete the Intro to Data and Machine Learning lesson before starting.

Datasets and Jupyter Notebooks

• Pima Indians Diabetes Dataset
  • https://github.com/cloudacademy/intro-to-deep-learning
  • https://www.kaggle.com/uciml/pima-indians-diabetes-database
• DNN Juptyer Notebooks
  • https://github.com/Dataweekends/zero_to_deep_learning_video