[AIF-C01] - AWS Certified AI Practitioner (AIF-C01) - Full Course - AIF-C01 Module 1.2 - AI/ML Models, Algorithms and Learning Techniques

Welcome to Module 1.2 of our AWS Certified AI Practitioner Certification Bootcamp! In this module we will cover various AI/ML models, essential algorithms, and foundational learning techniques like supervised, unsupervised, semi-supervised, and reinforcement learning. Perfect for beginners and those preparing for the AWS AI Certification AI Practitioner Certification Courses Playlist - https://www.youtube.com/playlist?list=PL7Jj8Ba9Yr6BLf2lS4Nfa2jdl0KpdvqYC ******************************************************* Chapters of this Course: 0:00 Introduction 2:18 Machine Learning Workflow 7:56 Transformer Model (LLM) 12:40 Text to Image: Diffusion Models 15:26 Multimodal Models in GenAI - GANs 20:46 Supervised Learning 22:45 Supervised Learning - Classification 24:26 Supervised Learning - Regression 28:58 Unsupervised Learning ML Algorithms 32:17 Unsupervised Learning - Clustering 34:33 Unsupervised Learning – Dimensionality Reduction 36:36 Unsupervised Learning – Anomaly Detection 39:18 Semi Supervised Learning 40:57 Reinforcement Learning ************************************************************************ __________ About CloudExpert Solutions____________________ Follow us in Social Media:- LinkedIN - https://www.linkedin.com/company/cloudexpert-solution/ Twitter/X - @cloudexper36858 Content Creation and Planning: Radhika (Solution Architect) LinkedIn - https://www.linkedin.com/in/radhika-g-1a498b228/ Instructor - Pallab (Solution Architect) Post-production : Suparna LinkedIn - https://www.linkedin.com/in/suparna-chatterjee-7006b6292/ We formed CloudExpert Solution with a vison to help everyone, learning new technologies without paying a course fee or subscription. As of today, our team can cover AWS, Azure and GCP Cloud topics. If you want to learn any new topics, please let us know. We will create video courses for your topic. Thank you. 👉🏼 For questions/issues/feedback, please leave us a comment and we will get back to you at the earliest. 👉🏼 Please let us know what you want to learn about Cloud, Security, DevOps. Please don't forget to subscribe and give us a thumbs up if you like our effort #aws #awsbootcamp #stablediffusion #machinelearning #aicertification #awsbootcamp #awsforbeginners #aipractitioner #awscertifiedaipractitioner #awscertification