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Can AI compress the years long research time of a PhD into seconds? Research scientist Max Jaderberg explores how βAI analogsβ simulate real-world lab work with staggering speed and scale, unlocking new insights on protein folding and drug discovery. Drawing on his experience working on Isomorphic Labs' and Google DeepMind's AlphaFold 3 β an AI model for predicting the structure of molecules β Jaderberg explains how this new technology frees up researchers' time and resources to better understand the real, messy world and tackle the next frontiers of science, medicine and more. For a chance to give your own TED Talk, fill out the Idea Search Application: ted.com/ideasearch . Interested in learning more about upcoming TED events? Follow these links: TEDNext: ted.com/futureyou TEDAI Vienna: ted.com/ai-vienna Hosted on Acast. See acast.com/privacy for more information.β¦
Content provided by Business Compass LLC. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Business Compass LLC or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Business Compass LLC is an AWS Advanced Consulting Partner and Well-Architected Partner. We have been recognized as APN Certification Distinction. We specialize in cloud migration, serverless solutions, AI/ML, IoT, DevOps, data and analytics, web development, media services, and Well-Architected Framework Reviews. We provide high-performance applications, scalable infrastructure, and cost-optimized deployments with expertise in Generative AI, Data Analytics, Live Streaming, Pay-Per-View, Video on Demand, AI-driven automation, and security solutions, helping businesses innovate, optimize, and grow efficiently.
Content provided by Business Compass LLC. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Business Compass LLC or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Business Compass LLC is an AWS Advanced Consulting Partner and Well-Architected Partner. We have been recognized as APN Certification Distinction. We specialize in cloud migration, serverless solutions, AI/ML, IoT, DevOps, data and analytics, web development, media services, and Well-Architected Framework Reviews. We provide high-performance applications, scalable infrastructure, and cost-optimized deployments with expertise in Generative AI, Data Analytics, Live Streaming, Pay-Per-View, Video on Demand, AI-driven automation, and security solutions, helping businesses innovate, optimize, and grow efficiently.
AWS EC2 Mac Setup Guide: mac1.metal from Zero to Build Machine https://knowledge.businesscompassllc.com/aws-ec2-mac-setup-guide-mac1-metal-from-zero-to-build-machine/ Ever spent four hours setting up a Mac build machine only to watch it crumble during the first real project? Yeah, me too. That special kind of frustration is why I created this guide.β¦
Deploy Docker Containers in the Cloud for Free: A Devβs Guide to No-Cost Hosting https://knowledge.businesscompassllc.com/deploy-docker-containers-in-the-cloud-for-free-a-devs-guide-to-no-cost-hosting/ Youβve spent hours containerizing your app with Docker, but now youβre staring at cloud hosting bills that make your wallet cringe. Sound familiar? Iβve been there too. The good news? You can actually deploy Docker containers in the cloud for free. No, this isnβt one of those βfree for 30 daysβ teases.β¦
Monitoring AWS Lambda IP Usage Under Load: A Complete Guide https://knowledge.businesscompassllc.com/monitoring-aws-lambda-ip-usage-under-load-a-complete-guide/ Ever been blindsided by your Lambda functions suddenly refusing connections? Youβre not alone. Iβve seen engineering teams scramble at 3 AM because their serverless architecture hit mysterious IP address limits they didnβt even know existed.β¦
Real-Time Data Processing for Smart Insights and Anomaly Detection in the Cloud https://knowledge.businesscompassllc.com/real-time-data-processing-for-smart-insights-and-anomaly-detection-in-the-cloud/ Ever watched your cloud costs skyrocket while your team frantically hunts for the root cause of a data anomaly? Youβre not alone. Thousands of engineering teams waste precious hours and dollars trying to make sense of their cloud data when things go sideways. Real-time data processing isnβt just a fancy tech termβitβs the difference between catching issues in minutes versus days. When implemented correctly in cloud environments, it transforms reactive firefighting into proactive management.β¦
GCP to AWS Migration Guide: Overcoming Challenges and Exploring Common Scenarios https://knowledge.businesscompassllc.com/gcp-to-aws-migration-guide-overcoming-challenges-and-exploring-common-scenarios/ Youβve spent months building your infrastructure on GCP, and now leadership drops the bombshell: βWeβre moving everything to AWS.β Sound familiar? Cloud migration between providers isnβt just a technical challengeβitβs a strategic puzzle that can make experienced architects question their life choices. GCP to AWS migration requires navigating different service models, reimagining your architecture, and preventing business disruption.β¦
Enabling Swap in Kubernetes on AWS EKS for Better Memory Management https://schedule.businesscompassllc.com/ Running Kubernetes on AWS EKS (Elastic Kubernetes Service) provides a robust and scalable solution for container orchestration. However, managing memory efficiently in containerized environments is a persistent challenge, especially during memory pressure situations. One lesser-used but powerful feature is enabling swap memory. This podcast walks you through the why and how of enabling swap on Kubernetes worker nodes within AWS EKS.β¦
A Deep Dive into Load Balancing Algorithms: Round Robin, IP Hashing, Random & More https://schedule.businesscompassllc.com/ In todayβs digital era, where high availability and scalability are essential, load balancing ensures applications remain resilient under pressure. By distributing traffic efficiently across multiple servers, load balancers help reduce latency, increase fault tolerance, and improve user experience. However, not all load balancing strategies are created equally.β¦
How AI Is Revolutionizing Docker: Reduce Image Sizes by Up to 80% https://schedule.businesscompassllc.com/ Docker has become the backbone of containerized application deployment in today's fast-paced DevOps and cloud-native world. However, large image sizes often hinder CI/CD pipelines, increase storage costs, and prolong deployment times. Enter Artificial Intelligence (AI)βa powerful ally now being leveraged to optimize Docker images, reducing their size by up to 80% without compromising functionality.β¦
Cybersecurity at Risk: Quantum Computingβs Impact on Cloud-Based Systems https://schedule.businesscompassllc.com/ As quantum computing edges closer to practical reality, the cybersecurity landscape faces a paradigm shift, especially in cloud-based systems. The immense computational power of quantum machines threatens to upend current encryption methods, potentially rendering many traditional security protocols obsolete. This podcast delves into how quantum computing impacts cloud cybersecurity, what vulnerabilities it exposes, and how organizations can begin to prepare.β¦
Build an Image Classifier in Minutes Using SageMaker JumpStart https://schedule.businesscompassllc.com/ Building and deploying machine learning (ML) models swiftly is crucial in today's fast-paced AI development environment. Amazon SageMaker JumpStart empowers developers and data scientists to create powerful models, like image classifiers, with just a few clicksβno ML expertise required.β¦
Scalable and Secure: Deploying a 3-Tier Architecture in AWS Using Terraform Modules https://knowledge.businesscompassllc.com/scalable-and-secure-deploying-a-3-tier-architecture-in-aws-using-terraform-modules/ Youβve mastered containers, dabbled with cloud providers, but how many times have you manually pieced together infrastructure only to rebuild it all when requirements change? Yeah, Iβve been there too. Deploying a 3-tier architecture in AWS using Terraform modules isnβt just another technical exerciseβitβs your ticket to infrastructure that practically maintains itself.β¦
From Metrics to Insight: Monitoring Kubernetes Clusters with Prometheus and Grafana https://knowledge.businesscompassllc.com/from-metrics-to-insight-monitoring-kubernetes-clusters-with-prometheus-and-grafana/ Your Kubernetes cluster is up and running, but do you actually know whatβs happening inside it? Most DevOps engineers canβt answer this question with confidence. When your production app suddenly crashes at 2 AM, metrics arenβt just nice-to-haveβtheyβre your lifeline. Monitoring Kubernetes clusters with Prometheus and Grafana transforms overwhelming data into actionable insights that help you prevent disasters before they happen.β¦
Streamline Infrastructure with Terraform Modules: Build DRY, Scalable IaC https://knowledge.businesscompassllc.com/streamline-infrastructure-with-terraform-modules-build-dry-scalable-iac/ Ever spent hours copying and pasting the same Terraform code for different environments, only to miss a crucial variable that breaks your entire deployment? Youβre not alone. Infrastructure engineers everywhere are drowning in repetitive code while trying to maintain consistency across growing cloud environments.β¦
Secure Multi-Account AWS Setups with Service Control Policies (SCPs) https://knowledge.businesscompassllc.com/secure-multi-account-aws-setups-with-service-control-policies-scps/ Ever been woken up at 3 AM by an alert showing someone in your AWS organization deployed an internet-facing database with no encryption? Yeah, thatβs the kind of nightmare that makes cloud architects question their career choices. Managing multiple AWS accounts without proper guardrails isnβt just riskyβitβs a disaster waiting to happen. Thatβs where Service Control Policies (SCPs) come in, giving you powerful controls to implement secure multi-account AWS setups without drowning in configuration details.β¦
Mastering Amazon QuickSight: Fast and Easy Business Intelligence on AWS https://knowledge.businesscompassllc.com/mastering-amazon-quicksight-fast-and-easy-business-intelligence-on-aws/ Ever stared at a mountain of business data wondering how on earth youβll extract anything useful without a PhD in computer science? Youβre not alone. Thousands of AWS users struggle daily with turning their cloud data into actionable insights.β¦
Run Code Without Servers: Mastering AWS Lambda for Developers https://schedule.businesscompassllc.com/ Serverless computing has revolutionized the way developers build and deploy applications. At the heart of this revolution is AWS Lambdaβa powerful serverless compute service that lets you run code without provisioning or managing servers. Whether youβre building APIs, automating workflows, or integrating services, AWS Lambda provides a cost-efficient, scalable, and easy-to-maintain solution.β¦
Serverless Computing on AWS: How to Build Fast, Scalable Apps Without Servers https://schedule.businesscompassllc.com/ In the ever-evolving world of cloud computing, businesses and developers constantly seek faster, more efficient ways to build and deploy applications. Serverless computing has emerged as a transformative model, enabling developers to focus solely on code while cloud providers like AWS handle infrastructure management. This podcast dives deep into serverless architecture on AWS and how to leverage it to build fast, scalable, and cost-effective applications, without ever provisioning a single server.β¦
AWS S3 Bucket Security: Manage IAM User Access Like a Pro https://schedule.businesscompassllc.com/ Amazon S3 is a robust and scalable object storage service used by developers and organizations worldwide. But with great power comes great responsibilityβespecially regarding data security. Misconfigured S3 buckets are one of the most common causes of data breaches in the cloud. This podcast walks you through managing IAM (Identity and Access Management) user access to your S3 buckets like a seasoned pro.β¦
How to Run Secure Docker Apps on ECS Fargate with GitHub Actions and SSL https://schedule.businesscompassllc.com/ Running containerized applications securely in the cloud is a key priority for modern DevOps workflows. Amazon ECS Fargate and GitHub Actions provide a scalable and secure way to build, deploy, and manage Docker applications without managing servers. This podcast will create a secure CI/CD pipeline to deploy Docker apps to ECS Fargate with HTTPS support via SSL certificates.β¦
AWS HealthLake in Action: Building Smart, Searchable Health Data Lakes https://knowledge.businesscompassllc.com/aws-healthlake-in-action-building-smart-searchable-health-data-lakes/ Ever spent hours sifting through patient records only to miss critical connections hiding in plain sight? Healthcare organizations are drowning in data while starving for insights. AWS HealthLake changes the game entirely. It transforms unstructured medical information into a searchable, analytics-ready data lake that actually makes sense of all those clinical notes, lab reports, and medical histories.β¦
Scale Your DynamoDB Writes with Python: Efficient Batch Write Strategies https://knowledge.businesscompassllc.com/scale-your-dynamodb-writes-with-python-efficient-batch-write-strategies/ Ever been stuck watching your DynamoDB writes crawl along while your Python application waitsβ¦ and waitsβ¦ and your users start closing tabs? Yeah, that pain is real. Single-item writes might work for simple apps, but theyβre the equivalent of carrying groceries home one apple at a time when you could use a shopping cart.β¦
Building a Secure AWS Network: Bastion Host and SSH Tunnel Setup with Terraform https://knowledge.businesscompassllc.com/building-a-secure-aws-network-bastion-host-and-ssh-tunnel-setup-with-terraform/ Ever found yourself wondering why AWS security feels like building a moat around your digital castle? Without proper SSH tunnels and bastion hosts, youβre basically leaving your drawbridge down. Iβve been there. The hours spent troubleshooting network issues and the constant dread of exposing sensitive systems to the internet is enough to make anyone question their career choices.β¦
Accelerating Memory-Intensive Workloads on Amazon EKS with Huge Pages https://knowledge.businesscompassllc.com/accelerating-memory-intensive-workloads-on-amazon-eks-with-huge-pages/ Ever tried to squeeze a king-sized mattress into a twin bed frame? Thatβs what running memory-intensive applications on Kubernetes feels like without proper configuration. Your workloads are gasping for memory while performance nosedives. Hereβs the thing: regular memory pages in Linux are like having thousands of tiny drawers instead of a few large cabinets for your stuff. Itβs inefficient when youβre dealing with big data.β¦
How to Use If Statements and Conditions in AWS CloudFormation Like a Pro https://schedule.businesscompassllc.com/ Ever spent hours debugging a CloudFormation template because of one tiny logical condition gone wrong? Yeah, me too. Itβs like trying to find a syntax error in a foreign language you barely speak.β¦
AWS Application Load Balancer: Path-Based Routing Made Easy https://schedule.businesscompassllc.com/ The AWS Application Load Balancer (ALB) is a Layer 7 load balancer that offers advanced routing capabilities, including content-based routing. Among its most powerful features is path-based routing, which allows you to forward requests to different target groups based on the URL path of the request. This is particularly useful for microservices, containerized applications, or any app that requires routing logic based on specific endpoints.β¦
Blue-Green Deployments on ECS: A Step-by-Step Guide for Safer Releases https://schedule.businesscompassllc.com/ Zero-downtime deployments and risk mitigation are critical in modern application development. Blue-green deployments on Amazon ECS (Elastic Container Service) offer a reliable approach for deploying application changes while minimizing service disruption. This podcast will walk you through implementing a blue-green deployment strategy on ECS using AWS CodeDeploy, Application Load Balancer (ALB), and ECS services.β¦
Protect Your Cloud Infrastructure: Deploying Pritunl for Secure VPN Access https://schedule.businesscompassllc.com/ As businesses shift to the cloud, securing virtual private networks (VPNs) becomes essential for safeguarding internal systems, remote access, and private communications. One robust solution is Pritunl, an open-source VPN server with simple, scalable, and secure enterprise-grade features.β¦
Automating EC2 Shutdowns Using Lambda and CloudWatch Events https://schedule.businesscompassllc.com/ Managing AWS EC2 instances efficiently is crucial to controlling cloud costs and ensuring optimal resource usage. Automating the shutdown of unused or idle EC2 instances is a powerful approach to achieve this. In this podcast, weβll learn how to use AWS Lambda and Amazon CloudWatch Events (now EventBridge) to schedule and automate EC2 shutdowns.β¦
Protect Your EC2: How to Use NAT Gateway for Safe Internet Access https://schedule.businesscompassllc.com/ One critical concern when deploying Amazon EC2 instances in a private subnet is ensuring secure and controlled internet access. Using a NAT (Network Address Translation) Gateway allows private EC2 instances to access the internet (e.g., for OS updates, downloading packages) without exposing them to inbound connections. This helps maintain security and follows best practices for VPC architecture.β¦
Terraforming the Future: Building Configurable and Clustered Web Servers with Terraform https://knowledge.businesscompassllc.com/terraforming-the-future-building-configurable-and-clustered-web-servers-with-terraform/ Ever stared at a chaotic web infrastructure deployment and thought, βThere has to be a better way than clicking through 37 different AWS console screensβ? Iβve been there. Your team is counting on you, deadlines are looming, and manually setting up servers feels like building sandcastles at high tide.β¦
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