--- source_url: https://aws.amazon.com/startups/learn/technical-resources title: "Technical Resources" --- ## Technical Resources > Need more technical know-how to take your startup to the next level? Explore topics startups are interested in most, like AI/ML, security, data, and more! --- ## Artificial Intelligence and Machine Learning - [A guide on using AI-powered analytics to maximize startup growth](/startups/learn/a-guide-on-using-ai-powered-analytics-to-maximize-startup-growth) - Explore the how and why of using AI-powered analytics to optimize your startup - [Blockchain and generative AI: Fueling innovation within the digital economy](/startups/learn/blockchain-and-generative-ai-fueling-innovation-within-the-digital-economy) - Generative AI is unlocking new possibilities for the onchain economy - [How startups lower AI/ML costs and innovate with AWS Inferentia](/startups/learn/how-startups-lower-ai-ml-costs-and-innovate-with-aws-inferentia) - Want to reduce AI/ML costs and achieve high performance? Learn how Actuate and Finch Computing use AWS Inferentia to do just that. - [Putting responsible AI into practice](/startups/learn/putting-responsible-ai-into-practice) - Evolve your approach to responsible AI and AI governance from reactive to positive with help from this infobrief from IDC. --- ## Architectural Patterns - [Using GitOps with Amazon Elastic Kubernetes Service with Landbay](/startups/learn/using-gitops-with-amazon-elastic-kubernetes-service-with-landbay) - By combining the power of AWS Cloud, Landbay was able to spin up a best in-class architecture based on Amazon Elastic Kubernetes Service. - [Building the foundation for your cloud environment](/startups/learn/building-the-foundation-for-your-cloud-environment) - Learn how AWS services empower startups to achieve both innovation and control in their cloud environment. - [Evolutionary architectures series: Part 1](/startups/learn/evolutionary-architectures-series-part-1) - Discover the key steps of building a successful startup in the Evolutionary Architectures series. Dive into the process of delivering the first MVP and beyond! - [Evolutionary architectures series: Part 2](/startups/learn/evolutionary-architectures-series-part-2) - You launched your MVP! Now what? Learn from the experts on how to enable and sustain growth and about useful business reporting tools, cost optimization services, and more. - [Evolutionary architectures series: Part 3](/startups/learn/evolutionary-architectures-series-part-3) - Positioning your startup for scale? Our experts show how to further mature your tech stack, develop a stronger security strategy, and more. - [Evolutionary architectures series: Part 4](/startups/learn/evolutionary-architectures-series-part-4) - Looking to hire, expand, and scale? Our experts will help you quickly provision resources, improve your disaster recovery methods, or even add a new line of business. - [Scaling smarter: The power of application monitoring for startups](/startups/learn/scaling-smarter-the-power-of-application-monitoring-for-startups) - Drive your startup's growth with effective application monitoring on AWS. Achieve better visibility and optimize performance effortlessly. - [Unleashing startup growth through event-driven architecture](/startups/learn/unleashing-startup-growth-through-event-driven-architecture) - APIs vs. events: Which one fuels startup growth? Explore the advantages of event-driven architecture and take your business to new heights. - [Choosing the right architecture](/startups/learn/choosing-the-right-architecture) - Discover the advantages of AWS compute models and serverless architecture for your startup to accelerate time to market and ensure high availability. - [Building a serverless dynamic DNS system with AWS](/startups/learn/building-a-serverless-dynamic-dns-system-with-aws) - This simple, cost-effective, and scalable solution allows you to focus on the core business logic of your startup, rather than worrying about scaling and maintaining the underlying infrastructure. - [Building a technical foundation as a non-technical founder](/startups/learn/building-a-technical-foundation-as-a-non-technical-founder) - Non-technical founders can build great technology companies. With the cloud becoming more accessible to all skill levels, you typically only need to know the basics to get started. --- ## Explore Solutions - [Serverless Retrieval Augmented Generation (RAG) on AWS](/startups/learn/serverless-retrieval-augmented-generation-on-aws) - Explore a fully serverless solution for your Retrieval Augmented Generation (RAG) applications on AWS backed by Amazon Lambda, Amazon Bedrock, Amazon S3, and LanceDB. - [How to build a mobile app using AWS](/startups/learn/how-to-build-a-mobile-app-using-aws) - Build a strong foundation for your mobile app with AWS. Learn how to create an appealing user experience and leverage powerful cloud services. - [How to build a simple web app using AWS](/startups/learn/how-to-build-a-simple-web-app-using-aws) - Discover how AWS technologies empower startups to rapidly build and scale web applications for an optimized user experience. - [How to choose between compute options on AWS](/startups/learn/how-to-choose-between-compute-options-on-aws) - Learn about serverless, containers, and monolithic web apps, and choose the best fit for your startup's growth. - [Why early stage startups need to use multi-factor authentication](/startups/learn/why-early-stage-startups-need-to-use-multi-factor-authentication) - Protect your startup's assets from unauthorized access. Learn why multi-factor authentication is crucial for early-stage startups. - [Achieving operational excellence with AWS resources](/startups/learn/achieving-operational-excellence-with-aws-resources) - Elevate your startup's success with AWS monitoring services. Gain actionable insights, respond to performance changes, and improve resource utilization. - [Accelerate startup development with AWS services](/startups/learn/accelerate-startup-development-with-aws-services) - Discover how AWS services can revolutionize your startup by simplifying and accelerating your development process. - [Ten mistakes founders make on AWS, and how to avoid them](/startups/learn/ten-mistakes-founders-make-on-aws-and-how-to-avoid-them) - Learn from the experts: Avoid the top 10 mistakes founders make on AWS. Save time, money, and stay focused on building your product. - [Powering your startup with AWS](/startups/learn/powering-your-startup-with-aws) - Start building your startup on a solid foundation with AWS. Leverage their services to reduce costs, focus on innovation, and secure your data. - [Optimize startup success: Rapidly building and delivering your application with AWS tools](/startups/learn/rapidly-building-and-delivering-your-application-with-aws-tools) - Enhance your startup's agility with AWS DevOps practices. Automate infrastructure, deploy applications, and gain deep insights for success. --- ## Data and Analytics - [The case for purpose-built databases](/startups/learn/the-case-for-purpose-built-databases) - Purpose-built databases support diverse data models and allow you to build data-driven, highly scalable, distributed applications and enable long-term success. - [Maximizing cost efficiency with AWS containers](/startups/learn/maximizing-cost-efficiency-with-aws-containers) - Don't overspend on container infrastructure! Explore proven techniques to minimize costs and maximize efficiency with AWS container services. - [Four simple steps to classify your data and secure your startup](/startups/learn/four-simple-steps-to-classify-your-data-and-secure-your-startup) - Secure your startup with these simple steps. Learn how to classify sensitive data and automate controls for improved compliance and stronger protection. - [Simplify data processing to enhance innovation with serverless tools](/startups/learn/simplify-data-processing-to-enhance-innovation-with-serverless-tools) - Explore the serverless approach to data processing and fuel innovation. AWS serverless services offer scalability, flexibility, and efficiency for your apps. - [Automating unstructured data processing with Amazon SageMaker](/startups/learn/automating-unstructured-data-processing-with-amazon-sagemaker) - super.AI shows how to extract actionable information from unstructured data in ecommerce (e.g., images) to reduce costs, reduce errors, and deliver unique customer experiences. - [Building a strong security foundation](/startups/learn/building-a-strong-security-foundation) - Enhance your startup's security posture with AWS solutions. Explore identity management, secrets protection, encryption, and secure configuration. - [Maximizing performance with AWS databases](/startups/learn/maximizing-performance-with-aws-databases) - Learn how to select the perfect AWS database for your startup's needs, and leverage the power of scalability and performance. - [AI, analytics & integration for startups scale and maturity](/startups/learn/ai-analytics-integration-startups-scale-and-maturity) - Discover how AWS services can amplify your startup's growth through AI, analytics, and application integration, for enhanced customer insights and scalability. - [Next generation data management for clinical trials & research built on AWS](/startups/learn/next-generation-data-management-for-clinical-trials-research-built-on-aws) - Precision Digital Health is revolutionizing data management in research and development and life sciences.