Data & Analytics

  • finAPI: Digitization Democratizes Opportunity in the Financial Sector

    finAPI: Digitization Democratizes Opportunity in the Financial Sector

    Fintech companies like finAPI enable access to and analysis of banking data and thus support banks, financial service providers, insurance companies, and many other software providers to...

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  • How to Choose a Database on AWS8:41

    How to Choose a Database on AWS

    Walk through the various database types to see which is right for your use case and industry.

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  • Cost Effective Data Science for Startups: Memory Mapped Techniques with Amazon SageMaker

    Cost Effective Data Science for Startups: Memory Mapped Techniques with Amazon SageMaker

    Being able to choose really powerful instances to reduce your training time on demand, paying only for the seconds you use them, and at the same time having the choice of your notebook instances...

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  • Build Your Startup's Data Infrastructure in 1 Hour1:06:52

    Build Your Startup's Data Infrastructure in 1 Hour

    It’s important to decide on a data infrastructure early on so that your startup can more effectively grow and fundraise. But don’t get overwhelmed. This video explains it all in an hour.

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  • How to Build This | S1E4 Building the Foundation for your Big Data App8:36

    How to Build This | S1E4 Building the Foundation for your Big Data App

    Even if you don’t have a lot of data, it’s never too early to think about an approach that can scale and is flexible to changing access patterns over time. Learn how to build a secure, flexible and sc

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  • Using Analytics for Startup Fundraising1:04:57

    Using Analytics for Startup Fundraising

    Pitching is an art. Learn what’s critical to have in your pitch deck, what’s best left out, and how to tell a compelling story about yourself and your startup. Don't worry, we've got examples.

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  • How big data helps Konfío approve loans for Mexican SMBs21:59

    How big data helps Konfío approve loans for Mexican SMBs

    With a digital-first mindset combined with machine learning tools, Konfío leverages big data, AWS Lambda, and more to provide instant loans to small and midsize businesses (SMBs) and boost small and m

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  • Making Your First Technical Hire

    Making Your First Technical Hire

    Learn how to make great hiring decisions that minimize the amount of technical debt you carry over with each engineer and the importance of a great tech stack when trying to compete with companies.

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  • Amazon DynamoDB Architecture & NoSQL Design fundamentals1:41:52

    Amazon DynamoDB Architecture & NoSQL Design fundamentals

    Build an understanding of how DynamoDB works and the mental model with which to develop efficient NoSQL data models and how to provide a foundation for building high-performance scalable applications.

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  • How Dream11 created India’s biggest fantasy sports platform with AWS19:27

    How Dream11 created India’s biggest fantasy sports platform with AWS

    Learn from CIO Abhishek Ravi about Dream11’s journey with AWS, its scalable initiatives on AWS analytics, and how it’s operating at scale.

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  • Skydio: Scaling autonomous flight for enterprise with AWS19:26

    Skydio: Scaling autonomous flight for enterprise with AWS

    Learn how Skydio is using AWS to enable rapid development of disconnected intelligent systems. AWS services like Amazon Kinesis and Amazon S3 enable Skydio’s high-throughput data ingestion.

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  • Analytics for Startups32:46

    Analytics for Startups

    You know analytics are important for growth, but do you know how best to use them? Ilya Volodarsky, co-founder of customer data infrastructure startup Segment, will show you exactly how it's done.

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  • Making Sense of Machine Learning for Your Organization49:59

    Making Sense of Machine Learning for Your Organization

    No matter what industry, your startup could probably benefit from automation. In this talk, review the basics of machine learning applications and the services available for machine learning on AWS.

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  • Build a Mobile App with Machine Learning (No ML Expertise Required)19:35

    Build a Mobile App with Machine Learning (No ML Expertise Required)

    New to machine learning? Explore five ways to handle prediction or inference and decision making in modern apps—no ML code-writing skills needed.

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  • An Introduction to Deep Learning50:08

    An Introduction to Deep Learning

    Here's your crash course in deep learning. Take a pre-trained, general-purpose image classification model from the cloud and re-train it to identify objects for the computer to recognize.

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  • Echobox - Experiment and measure before scaling remote working

    Echobox - Experiment and measure before scaling remote working

    Marc Fletcher graduated with a PhD in Physics from the University of Cambridge and has been the CTO at Echobox since 2014. Here's how he maximizes productivity in cross-functional technology teams.

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  • How Osano Leverages Amazon QLDB for Its Data Privacy Compliance Platform

    How Osano Leverages Amazon QLDB for Its Data Privacy Compliance Platform

    Founded in 2018, Osano offers “compliance in a box” to companies, making it easy to ensure customers properly align with the data laws of countries they operate in. No longer do CTOs and CIOs need...

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  • Deepset - Machine learning research to enterprise ready services

    Deepset - Machine learning research to enterprise ready services

    Integrating the latest machine learning into enterprise products is hard. Malte Pietsch, co-founder of open-source software startup Deepset, knows exactly which companies make it easier.

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  • IGAWorks Empowers Digital Marketing through Data and Technology

    IGAWorks Empowers Digital Marketing through Data and Technology

    Founded in 2006, Seoul-based startup IGAWorks focuses on building proprietary technology within the mobile big data field.

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  • Reimagining Data Protection with SaaS Startup Druva

    Reimagining Data Protection with SaaS Startup Druva

    Druva was born in 2007 when Jaspreet Singh, Ramani Kothandaraman and Milind Borate came together with the thought of disrupting the data protection market. Data protection solutions had become...

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