Data Preparation for Machine Learning using AWS SageMaker Canvas Data Wrangler скачать в хорошем качестве

Data Preparation for Machine Learning using AWS SageMaker Canvas Data Wrangler

Did you know 80% of ML project time is spent on Data Preparation? In this video, we deep dive into Data Preparation for Machine Learning using AWS SageMaker Data Wrangler! Whether you're a beginner or an ML practitioner, mastering data preparation is the KEY to building better models. Garbage in = Garbage out! 📌 What You'll Learn: ✅ Why Data Preparation Matters (80/20 Rule) ✅ The Complete ML Data Pipeline ✅ Data Collection - Sources & Challenges ✅ Exploratory Data Analysis (EDA) Techniques ✅ Data Preprocessing Techniques ✅ Feature Engineering Fundamentals ✅ What is SageMaker Data Wrangler? ✅ Data Wrangler Key Features (300+ Transformations!) ✅ Data Wrangler Workflow (Import → Transform → Analyze → Export) ✅ Best Practices for Data Preparation 🔗 Useful Links: ► AWS SageMaker Data Wrangler Docs: https://docs.aws.amazon.com/sagemaker... ► AWS SageMaker Pricing: https://aws.amazon.com/sagemaker/pricing ► Previous Video - Intro to SageMaker: [Link] ➡️ Like 👍 if this helps ➡️ Subscribe 🔔 to learn more about AI/ML Essentials ➡️ Drop your questions in the comments 💬 ------------------------------------------------------------------------------------------------------------------------ ⏱️ Timestamps Below 👇 00:00 Introduction 00:16 Why Data Preparation Matters (80/20 Rule) 02:11 The ML Data Pipeline Overview 05:20 Data Collection: Sources & Challenges 07:30 Exploratory Data Analysis (EDA) 06:54 Data Preprocessing Techniques 13:38 Feature Engineering Fundamentals 16:24 What is SageMaker Data Wrangler? 19:11 Data Wrangler Key Features 21:34 Data Wrangler Workflow 25:20 Best Practices for Data Preparation ----------------------------------------------------------------- 🔗 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#sagemaker #machinelearning #cloudcomputing #mlops