AWS Innovate AI/ML on-demand

Take your AI/ML skills to the next level today! With 50+ business and technical sessions to choose from, get best practices to help you build better, innovate faster, and deploy at scale. Whether you are just getting started with AI/ML, an advanced user, or simply curious about AI/ML, we have a session for your level of experience and job role.

  • Opening: Innovate faster Reinvent your organization with data and machine learning (Level 100)59:03

    Opening: Innovate faster Reinvent your organization with data and machine learning (Level 100)

    Data is at the center of every application, process, and business decision and the foundation to delivering greater value. Organizations who are successful in extracting insights from their data are a

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  • Closing: Accelerate rapid innovation with data and AIML (Level 200)1:04:52

    Closing: Accelerate rapid innovation with data and AIML (Level 200)

    The most common value organizations are hoping to get from their data is smarter decision-making to create better products and services, transform customer experiences, improve operational efficiencie

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  • Data: The Genesis for Invention26:38

    Data: The Genesis for Invention

    Join Swami Sivasubramanian, Vice President, Data and Machine Learning, AWS, as he showcases the latest AWS innovations that can help transform your company’s data into meaningful insights and actions

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  • Data-Driven Enterprise: Vision to Value (Level 100)33:57

    Data-Driven Enterprise: Vision to Value (Level 100)

    Organizations are looking to derive greater value from their data to increase agility, improve efficiency, and accelerate innovation. While data is abundant and growing rapidly, just producing or stor

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  • Building a smarter organization powered by data and machine learning (Level 100)32:04

    Building a smarter organization powered by data and machine learning (Level 100)

    Many organizations know they need AI/ML to create unique competitive advantage, drive better customer engagement, and deliver desired business outcomes. While some are reaping the benefits from the tr

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  • Driving sustainability with AI and data at Amazon’s Climate Pledge Arena (Level 100)13:44

    Driving sustainability with AI and data at Amazon’s Climate Pledge Arena (Level 100)

    Amazon is the world’s biggest corporate buyer of renewable energy and needs to ensure sustainability is at the heart of all of its operations in order to meet its carbon emission targets. An area it i

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  • Getting started on your ML journey: A leader's perspective31:15

    Getting started on your ML journey: A leader's perspective

    AI and ML hold the promise of transforming industries, increasing efficiencies, and driving innovation. The key to machine learning success is scale. This session covers how executives and managers wh

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  • Transform your business with AI/ML: Create a competitive advantage in your organization by leveraging AI/ML latest trends (Level 100)30:02

    Transform your business with AI/ML: Create a competitive advantage in your organization by leveraging AI/ML latest trends (Level 100)

    AI/ML techniques are increasingly important fundamentals for organizations looking to transform and deliver their objectives. However, applying AI/ML in the right place is not easy. Join this session

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  • Rethinking machine learning for regulated industries (Level 100)26:21

    Rethinking machine learning for regulated industries (Level 100)

    Reproducibility, traceability, explainability have become the fundamental requirement in the machine learning lifecycle for regulated industries. But building a data science platform for a bank or the

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  • Delivering multimodal customer engagement in financial services (Level 100)26:31

    Delivering multimodal customer engagement in financial services (Level 100)

    The widespread adoption of mobile services, new digital native market entrants, adapting to generational shifts, and critical industry requirements on regulatory compliance make it challenging for fin

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  • Personalize customer engagements with marketing automation (Level 200)37:13

    Personalize customer engagements with marketing automation (Level 200)

    When it comes to customer communications, it is not surprising that personalization is the best way to ensure engagement with customers in the long run. Customers are more likely to give their attenti

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  • Setting up secure, well-governed machine learning environments on AWS (Level 100)34:19

    Setting up secure, well-governed machine learning environments on AWS (Level 100)

    Whether your organization is starting on its AI/ML journey, or has a large number of projects in production, it is vital to have secure environments that protect your data. In this session, we share h

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  • Deep learning on AWS with NVIDIA: From training to deployment (Level 200)27:36

    Deep learning on AWS with NVIDIA: From training to deployment (Level 200)

    Over the past decade, NVIDIA has been able to illustrate the effectiveness of its GPUs across the board for both deep learning training and inference. As these models become larger, the inherent need

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  • Build centralized smarter search capabilities from distributed data stores with Amazon Kendra (Level 200)29:50

    Build centralized smarter search capabilities from distributed data stores with Amazon Kendra (Level 200)

    How can you get the most accurate and specific answers in search queries when the answers may require you to sieve through large volumes of distributed data sources? In this session, we show how to us

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  • Implement unified text and image search application with analytics and ML (Level 200)26:31

    Implement unified text and image search application with analytics and ML (Level 200)

    While text and semantic search engines has enabled many organizations to search for information quickly, organizations that offer unified text and image search engines can provide competitive advantag

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  • Scalable data preparation & ML using Apache Spark on AWS (Level 200)31:07

    Scalable data preparation & ML using Apache Spark on AWS (Level 200)

    Analyzing, transforming and preparing large amounts of data is a foundational step of any data science and ML workflow. This session shows how to build end-to-end data preparation and machine learning

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  • Build an intelligent document processing solution (Level 200)29:22

    Build an intelligent document processing solution (Level 200)

    Organizations have millions of physical documents and forms that hold critical business data. These documents, such as insurance claims or loan applications, have structured and unstructured data that

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  • Customize and improve your document extraction with machine learning (Level 300)30:25

    Customize and improve your document extraction with machine learning (Level 300)

    Documents come in various file types, varied formats, and contain valuable information. The extraction and processing the documents can be time consuming, prone to error, and costly. In this session,

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  • From accuracy to business case: Building a successful demand forecasting PoC (Level 200)28:39

    From accuracy to business case: Building a successful demand forecasting PoC (Level 200)

    Forecasting future demand accurately with AI/ML has numerous benefits across different functions including increasing sales, improving capacity utilization and inventory turn-over, and enhancing custo

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  • Simplify customer purchase intent predictions with analytics and ML (Level 200)31:43

    Simplify customer purchase intent predictions with analytics and ML (Level 200)

    Companies are integrating AI/ML solutions to their business to stay ahead of competition. However, machine learning can be hard and often requires specialized skillet. It begins with collecting and pr

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