Hands-On Machine Learning with Auto-Keras [Video]
Hands-On Machine Learning with Auto-Keras [Video]
English | MP4 | AVC 1920×1080 | AAC 48KHz 2ch | 2h 40m | 446 MB
eLearning | Skill level: All Levels
Hands-On Machine Learning with Auto-Keras [Video]: Develop state-of-the-art machine learning models with just a few lines of code!
If you want to build efficient models using the open-source Auto-Keras library, then this course is perfect for you. It will teach you how to use Auto-Keras to build custom machine learning and AI models effectively, even with limited machine Learning knowledge.
You will learn how to train a network automatically and evaluate it using Auto-Keras. You will begin by installing Auto-Keras and using it to implement basic algorithms. You will then train more advanced models as you progress to state-of-the-art techniques.
- Visualize how Auto-Keras works by learning some of its best-performing architectures
- Achieve state-of-the-art Convolutional Neural Network performance in realistic scenarios and with very little development time
- Improve performance on text-based tasks involving classification and regression
- Obtain production-ready models with Auto-Keras on sentiment analysis tasks
- Leverage pre-trained models in Auto-Keras to save time by writing less code and by not doing any model training
- Generate your own datasets in order to estimate how well Auto-Keras performs in complex conditions
- Learn how to build and make predictions and your own data sets
- Learn the basics of deploying a model
By the end of the course, you will be confident about using Auto-Keras to build custom machine learning models for your organization.