Learn Automated Machine Learning (Auto ML) With 10 Projects

[yanfan001]

Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | VTT | Size: 1.5 GB | Duration: 3.5 hours
In the course you are going to learn about Automated Machine Learning (Auto ML) with python using google colab.

Description
What you'll learn
Learn to build model with AutoSklearn
Learn to build model with TPOT
Learn to build model with Auto Keras

Automated Machine Learning(AutoML) is currently one of the explosive subfields within Data Science. It sounds great for those who are not fluent in machine learning and terrifying for current Data Scientists. In this course, we are going to provide students with knowledge of Automated Machine Learning (Auto ml). Students will learn to use Auto Sklearn, Auto Keras, TPOT in their real-world problems.

In this course, we are going to work on

Credit card fraud detection using Auto-Sklearn

Mobile price prediction using Auto-Sklearn

Medical insurance cost prediction using TPOT

Red wine quality classification using TPOT

Image classification using Auto-Keras

Image classification using ANN(Auto-Keras)

Image classification using CNN(Auto-Keras)

Text classification using Auto-Keras

Object detection using Auto-Keras

Topic classification using Auto-Keras

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