AWS SageMaker, Machine Learning and AI with Python [Video]

Learn about cloud-based machine learning algorithms and how to integrate them with your applications video course

This course is designed to make you an expert in AWS machine learning and it teaches you how to convert your cool ideas into highly scalable products in a matter of days.The biggest challenge for a data science professional is how to convert the proof-of-concept models into actual products that your customers can use. There are several courses on machine learning that teach you how to build models in R, Python, Matlab and so forth. However, converting a model into a scalable solution and integrating with your existing application requires a lot of effort and development. The real success of your ideas and concepts depends on how soon you can put the capabilities in the hands of your customers.With the AWS Machine Learning service, you can easily conduct experiments and test your concepts. Once you are happy, you can instantly scale them to support millions of requests. No separate development work is needed.

Style and Approach

This course is completely hands-on with examples using: AWS Web Console, Python Notebook Files, and Web clients built on AngularJS. You will also learn and integrate security into exercises using a variety of AWS provided capabilities including Cognito.

What You Will Learn

• Learn the AWS Machine Learning algorithms, Predictive quality assessment, Model optimization
• Integrate predictive models with your application using simple and secure APIs
• Convert your ideas into highly scalable products in days

Authors

Chandra Lingam

Chandra Lingam spent 15 years at Intel, developing and managing systems that handled hundreds of terabytes of worldwide factory data. Chandra is an expert on Amazon Web Services, mission critical systems and machine learning. He has a rich background in systems' development in both traditional IT data centers and Cloud-based infrastructures. For those new to AWS, he is uniquely positioned to guide you to become an expert in AWS Cloud platform.He has a Master's degree in Computer Science from ASU and Bachelor's degree in Computer Science from Thiagarajar College of Engineering, Madurai.