AI for Business Leaders: From Predictive to Generative AI Explained | K21Academy скачать в хорошем качестве

AI for Business Leaders: From Predictive to Generative AI Explained | K21Academy

🎯Agentic AI & Generative AI for Leaders – Readiness Quiz : https://visit.k21academy.com/c1defc ✅Discover How to Land a $250K Job in AI/ML, Gen-AI, Data Science & Agentic AI. Register Now! : https://visit.k21academy.com/5603ae In this video on the AI for Leaders program, we dive deep into the world of generative AI and its impact on business strategies. Targeted at decision-makers and business leaders, this session focuses on enhancing productivity through AI architecture, advanced prompt engineering, and key concepts that drive AI-powered decisions. The program covers nine comprehensive modules, emphasizing strategic decision-making, whiteboarding, MVP creation, and exploring real-world applications in industries like BFSI and healthcare. We begin by outlining four analytics levels—Descriptive, Detective, Predictive, and Generative—demonstrating how these concepts influence business strategies. Then, we explore key generative AI techniques, including transformer architectures like BERT, GPT, Encoder-Decoder models, and Mixture of Experts models, discussing their real-world applications in classification, text generation, and image generation. The video also showcases the power of Generative Adversarial Networks (GAN) in image generation and introduces tokenization and autoregressive generation techniques that form the backbone of modern AI systems. We also highlight how embeddings contribute to Retrieval-Augmented Generation (RAG) systems for improving AI model performance. By the end of the video, you will have a clear understanding of the latest generative AI techniques and how they can be leveraged to drive business innovation, efficiency, and productivity. ⏱️Timestanps 00:00 - 08:14: 📚 Program Overview & Introduction 06:57 - 17:34: 🧠 Learning Philosophy & Approach 23:31 - 36:42: 🔍 AI Fundamentals & Evolution 45:41 - 55:06: 💼 Generative AI Applications & Business Impact 01:05:39 - 01:35:46: 🏗️ Model Architectures Deep Dive 01:56:57 - 02:16:42: ⚙️ Advanced Model Concepts 59:14 - 01:05:39: 🖼️ Image Generation Models 01:46:36 - 02:06:33: 🔧 Technical Implementation Concepts 🎯Key Learning Outcomes: Understanding the four levels of analytics: Descriptive, Detective, Predictive, and Generative Exploring transformer models like BERT and GPT for text and classification tasks Implementing Mixture of Experts models for optimizing performance Leveraging GANs for image generation and content creation Exploring tokenization and autoregressive generation techniques Using embeddings for better AI model performance and RAG systems If you are a business leader aiming to implement generative AI in your organization or just looking to enhance your AI strategy, this video is designed for you. #AIforLeaders #GenerativeAI #AIforBusiness #MachineLearning #AIarchitecture #AIstrategy #AIinHealthcare #AIinBFSI #TransformerModels #GANs #Tokenization #MVPcreation #AIapplications