Develop & practice supervised machine learning types for prediction & binary classification jobs, which includes linear regression & logistic regression
Prior to the graded programming assignments, you will find added ungraded code notebooks with sample code and interactive graphs that can assist you visualize what an algorithm is accomplishing and ensure it is simpler to accomplish programming routines.
Create & teach a neural community with TensorFlow to execute multi-course classification, & Construct & use choice trees & tree ensemble solutions
In this tutorial, you are going to find out how to make use of the deal with recognition functions in Amazon Rekognition utilizing the AWS Console. Amazon Rekognition is really a deep learning-primarily based picture and video clip Examination provider.
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In case you are already a Performing AI professional, refreshing your information base and learning about these most up-to-date techniques will allow you to advance your occupation.
Within the decade because the very first Machine Learning program debuted, Python has become the primary programming language for AI applications. The assignments and lectures in The brand new Specialization are already rebuilt to work with Python as opposed to Octave, like in the initial system.
• Utilize very best techniques for machine learning improvement so that the products generalize to info and jobs in the actual planet.
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• Establish recommender systems using a collaborative filtering method in addition to a articles-based deep learning system.
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These classes are optional and are not essential to accomplish the Specialization or apply machine learning to real-environment tasks.
In the decade considering that the main Machine Learning training course debuted, Python has grown to be the first programming language for AI applications. The assignments and lectures in the new Specialization have already been rebuilt to implement Python rather than Octave, like in the original program.