GenAI for Data Analytics

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Free Download GenAI for Data Analytics
Published 10/2025
Created by Starweaver Team
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English | Duration: 132 Lectures ( 8h 48m ) | Size: 7 GB

Master GenAI, LLMs, and Autonomous Agents: Data Engineering, Model Development, and Production Deployment
What you'll learn
Design and implement comprehensive data pipelines for GenAI applications.
Develop and deploy autonomous AI agents and multi-agent systems.
Analyze prompt engineering and chain management for LLMs.
Build production-ready GenAI applications with monitoring and safety systems.
Requirements
Learners should have experience with Python programming and a basic understanding of machine learning concepts. Familiarity with APIs, cloud platforms, and command-line tools will help participants easily follow along with the practical exercises and implementation labs.
Description
Ever wondered how ChatGPT-like systems are built and deployed in the real world? Ready to move beyond basic prompts to creating your own AI agents? Welcome to "Generative AI Engineering" - your complete guide to building production-ready AI systems that actually work.In this comprehensive journey, you'll master not just the theory, but the actual engineering practices that power today's most advanced AI systems. From crafting robust data pipelines that feed your models, to building autonomous agents that can reason and act on their own, to deploying systems that scale reliably in production - we've got you covered. Whether you're looking to build the next groundbreaking AI application or enhance existing systems with state-of-the-art generative capabilities, this course provides the practical, hands-on experience you need to make it happen.By the end of this course, you will be able toesign and implement comprehensive data pipelines for GenAI applications.Build and deploy autonomous AI agents that can solve complex tasks.Master prompt engineering techniques for optimal LLM performance.Implement RAG (Retrieval-Augmented Generation) systems for knowledge-intensive applications.Fine-tune foundation models to excel at specialized tasks.Deploy production-ready GenAI systems with proper monitoring and safety guardrails.Develop multi-agent systems that collaborate to solve complex problems.Don't just be a consumer of AI technology - become a creator who can engineer the next generation of intelligent systems. Join us and transform your theoretical knowledge into practical engineering skills that are in high demand across industries. Enroll now and start building the future of AI!
Who this course is for
This course is designed for software engineers, data scientists, ML engineers, and DevOps professionals looking to advance their expertise in generative AI. It's ideal for those transitioning into AI development, expanding their understanding of large language models, or managing AI-driven deployments in production environments.
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7.01 GB | 13min 39s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English​

Files Included :

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FileName :1 - Course Introduction.mp4 | Size: (58.11 MB)
FileName :2 - Generative AI Impact on Engineering.mp4 | Size: (57.53 MB)
FileName :3 - Fundamentals of Generative AI Systems Architecture.mp4 | Size: (53.3 MB)
FileName :4 - Setting Up GenAI Development Environments Local & Cloud.mp4 | Size: (134.93 MB)
FileName :5 - Enterprise Implementation Success Stories.mp4 | Size: (47.73 MB)
FileName :1 - LLM Components and Core Mechanics.mp4 | Size: (59.66 MB)
FileName :2 - Enterprise LLM Model Comparison.mp4 | Size: (45.47 MB)
FileName :3 - LLM Integration and API Setup.mp4 | Size: (86.53 MB)
FileName :4 - Strategic Model Selection Framework.mp4 | Size: (48.85 MB)
FileName :1 - Enterprise GenAI Application Matrix.mp4 | Size: (90.78 MB)
FileName :2 - Industry-Specific Solution Architecture.mp4 | Size: (63.42 MB)
FileName :3 - Support Assistant System Design.mp4 | Size: (62.44 MB)
FileName :4 - ROI Measurement and Metrics.mp4 | Size: (58.38 MB)
FileName :1 - Prompt Engineering Core Principles.mp4 | Size: (62.97 MB)
FileName :2 - Structural Elements of Prompts.mp4 | Size: (41.2 MB)
FileName :3 - Interactive Prompt Building Workflow.mp4 | Size: (123.57 MB)
FileName :4 - Prompt Design Pattern Library.mp4 | Size: (37.5 MB)
FileName :1 - Multi-Step Prompt Chain Design.mp4 | Size: (66.44 MB)
FileName :2 - Context Window Optimization Techniques.mp4 | Size: (51.88 MB)
FileName :3 - Advanced Prompt Implementation Guide.mp4 | Size: (170.3 MB)
FileName :4 - Error Handling Strategy Framework.mp4 | Size: (53.01 MB)
FileName :1 - Support Bot Conversation Design.mp4 | Size: (83.35 MB)
FileName :2 - Response Template Architecture Design.mp4 | Size: (51.4 MB)
FileName :3 - Template System Implementation Guide.mp4 | Size: (145.35 MB)
FileName :4 - Quality Assurance Testing Framework.mp4 | Size: (49.49 MB)
FileName :1 - Data Pipeline Requirements Analysis.mp4 | Size: (81.52 MB)
FileName :2 - Enterprise Data Pipeline Design.mp4 | Size: (52.55 MB)
FileName :3 - Data Processing System Implementation.mp4 | Size: (111.34 MB)
FileName :4 - Data Quality Validation Framework.mp4 | Size: (52.06 MB)
FileName :1 - RAG System Architecture Design.mp4 | Size: (78.78 MB)
FileName :2 - RAG Architecture Component Integration Fundamentals.mp4 | Size: (60.82 MB)
FileName :3 - RAG Implementation Best Practices.mp4 | Size: (133.77 MB)
FileName :4 - RAG System Testing Protocol.mp4 | Size: (75.82 MB)
FileName :1 - Advanced RAG Pattern Analysis.mp4 | Size: (83.01 MB)
FileName :2 - Performance Optimization Techniques Framework.mp4 | Size: (71.37 MB)
FileName :3 - Complex RAG System Development.mp4 | Size: (190.08 MB)
FileName :4 - Enterprise Integration Best Practices.mp4 | Size: (62.33 MB)
FileName :1 - Support Documentation Processing Framework.mp4 | Size: (76.74 MB)
FileName :2 - Knowledge Base Architecture Design.mp4 | Size: (95.73 MB)
FileName :3 - Support RAG Implementation Guide.mp4 | Size: (158.78 MB)
FileName :4 - Response Quality Enhancement Strategy.mp4 | Size: (96.59 MB)
FileName :1 - AI Agent Architecture Principles.mp4 | Size: (86.66 MB)
FileName :2 - Agent Component Design Patterns.mp4 | Size: (59.61 MB)
FileName :3 - Basic Agent Implementation Guide.mp4 | Size: (114.32 MB)
FileName :4 - Agent Classification System Framework.mp4 | Size: (66.48 MB)
FileName :1 - Multi-Agent System Design Principles.mp4 | Size: (96.2 MB)
FileName :2 - Agent Communication Protocol Design.mp4 | Size: (95.53 MB)
FileName :3 - Multi-Agent Implementation Workflow.mp4 | Size: (162.04 MB)
FileName :4 - Agent Safety Control Framework.mp4 | Size: (87.41 MB)
FileName :1 - Support Agent Requirements Analysis.mp4 | Size: (98.03 MB)
FileName :2 - Agent Capability Planning Matrix.mp4 | Size: (80.43 MB)
FileName :3 - Support Agent Development Guide.mp4 | Size: (144.9 MB)
FileName :4 - Agent Testing Strategy Framework.mp4 | Size: (103.74 MB)
FileName :1 - Model Fine-tuning Core Concepts.mp4 | Size: (67.78 MB)
FileName :2 - Training Data Preparation Guide.mp4 | Size: (47.93 MB)
FileName :3 - Basic Fine-tuning Implementation Process.mp4 | Size: (199.86 MB)
FileName :4 - Model Testing Evaluation Framework.mp4 | Size: (57.53 MB)
FileName :1 - Advanced Fine-tuning Strategy Design.mp4 | Size: (64.37 MB)
FileName :2 - Performance Metric Analysis Framework.mp4 | Size: (55.68 MB)
FileName :3 - Advanced Fine-tuning Implementation Guide.mp4 | Size: (180.27 MB)
FileName :4 - Model Iteration Process Framework.mp4 | Size: (48.49 MB)
FileName :1 - Support Data Preparation Strategy.mp4 | Size: (67.9 MB)
FileName :2 - Support Model Training Framework.mp4 | Size: (58.1 MB)
FileName :3 - Support Model Implementation Guide.mp4 | Size: (164.22 MB)
FileName :4 - Quality Control Testing Protocol.mp4 | Size: (57.69 MB)
FileName :1 - Production Deployment Strategy Design.mp4 | Size: (48.74 MB)
FileName :2 - Infrastructure Requirements Planning Framework.mp4 | Size: (58.36 MB)
FileName :3 - Production Deployment Implementation Guide.mp4 | Size: (151.49 MB)
FileName :4 - Deployment Best Practices Protocol.mp4 | Size: (56.01 MB)
FileName :1 - System Monitoring Strategy Design.mp4 | Size: (64.05 MB)
FileName :2 - Performance Metrics Analysis Framework.mp4 | Size: (59.06 MB)
FileName :3 - Monitoring Tools Implementation Guide.mp4 | Size: (107.14 MB)
FileName :4 - Maintenance Protocol Development Framework.mp4 | Size: (58.98 MB)
FileName :1 - Support Architecture Planning Guide.mp4 | Size: (67.2 MB)
FileName :2 - Integration Strategy Development Framework.mp4 | Size: (61.25 MB)
FileName :3 - Support System Implementation Guide.mp4 | Size: (80.05 MB)
FileName :4 - Performance Testing Protocol Design.mp4 | Size: (61.58 MB)
FileName :1 - Content Generation System Design.mp4 | Size: (70.56 MB)
FileName :2 - Code Assistant Implementation Guide.mp4 | Size: (65.51 MB)
FileName :3 - Alternative Implementation Techniques Guide.mp4 | Size: (145.12 MB)
FileName :4 - Use Case Selection Framework.mp4 | Size: (60.7 MB)
FileName :1 - Future Technology Landscape Analysis.mp4 | Size: (78.52 MB)
FileName :2 - Industry Impact Assessment Framework.mp4 | Size: (65.32 MB)
FileName :3 - Emerging Tools Implementation Guide.mp4 | Size: (163.13 MB)
FileName :4 - Technology Adoption Strategy Design.mp4 | Size: (56.83 MB)
FileName :1 - Course Conclusion.mp4 | Size: (44.34 MB)

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