What you will learn in this course?
About this course
This course is designed for them who are interested in machine learning and data science. You will gain insight into AWS Machine Learning capability and learn how to convert your ideas into highly scalable solution in a matter of days. Certifications in AWS - learn best practices and gain hands-on experience on securely expanding products by using AWS Cloud. Here, you will Learn the most useful algorithms, AI and Machine Learning in three different ways:
AWS Machine Learning
Learn the three most popular and easy to understand linear algorithms from the basics. Get the knowledge on complete process from model development, measuring quality, tuning, and integration with theapplication.
If you are comfortable coding in Python then this is for you.
You will learn how to deploy your own Jupyter Notebook instance on the AWS Cloud. You will gain hands-on model development experience on very powerful and popular machine learning algorithms like - XGBoost - a gradient boosted tree algorithm that has won several competitions, Recurrent Neural Networks for Time Series forecasting, Factorization Machines for high dimensional sparse datasets like Click Stream data, Dimensionality reduction with Principal Component Analysis, Neural Network based Image Classifiers and much more.
You will learn about a set of pre-trained services that you can directly integrate with your application. You will gain hands-on experience in ready-to-use Vision service for image and video analysis, Conversation chatbots and Language Services for text translation, Speech recognition, and text to speech and more.
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