Why AI Needs Cloud Computing - AI/ML Challenges & AWS Solutions for Beginners скачать в хорошем качестве

Why AI Needs Cloud Computing - AI/ML Challenges & AWS Solutions for Beginners

Discover the biggest challenges in AI/ML and why cloud computing is the perfect solution. ​ What You'll Learn: Four major AI/ML challenges and how to solve them Challenge 1: Massive data requirements for ML models Challenge 2: Computing power and expensive GPU infrastructure Challenge 3: Scalability and flexibility issues with traditional servers Challenge 4: Model management and MLOps complexity Why cloud computing is perfect for AI workloads AWS AI/ML services: SageMaker, Bedrock, and more​ Real-world example: How Netflix uses AWS for ML at scale ▬▬▬▬▬▬ 🙍🏻‍♂️ Support this Channel by becoming YouTube Member ▬▬▬▬▬▬ Join Here:    / @dheeraj-choudhary   ➡️ Like 👍 if this helps ➡️ Subscribe 🔔 to learn more about Docker Essentials ➡️ Drop your questions in the comments 💬 ------------------------------------------------------------------------------------------------------------------------ 📌 Timestamps: 00:00 Introduction 00:35 Challenge 1: Massive Data Requirements 02:34 Challenge 2: Computing Power and GPUs 04:31 Challenge 3: Scalability and Flexibility 06:30 Challenge 4: Model Management and MLOps 08:28 Why Cloud Computing Is Perfect for AI 10:26 Cloud Benefits for AI/ML Workloads 12:20 Introduction to AWS AI/ML Services 14:14 Real-World Example: Netflix on AWS 16:18 Getting Started with AWS for AI ----------------------------------------------------------------- 🔗 Follow me and grow together with like-minded builders 📲 𝐋𝐞𝐭’𝐬 𝐜𝐨𝐧𝐧𝐞𝐜𝐭 𝐨𝐧 𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧:   / dheeraj-choudhary   📽 𝐒𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐘𝐨𝐮𝐓𝐮𝐛𝐞 : https://tinyurl.com/DheerajChoudharyA... 📰 𝐒𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐍𝐞𝐰𝐬𝐥𝐞𝐭𝐭𝐞𝐫: https://techinsightneuron.com/subscribe ------------------------------------------------------------------------------------------------------------------------ #dheerajchoudharyailab #dheerajchoudhary #cloudcomputing #deeplearning #artificialintelligence #machinelearning #generativeai #llm #aws #ai #ml #techinsightneuron