Videos de data science
Videos etiquetados con "data science"
data science 4 videos
AI, Computer Vision & ML Training Program | IIT Hyderabad AI Summer School 2026 |
🚀 IIT Hyderabad AI Summer School 2026 | Artificial Intelligence, Computer Vision & Machine Learning In this video, Dr. Satish IRSE explains an exciting AI learning opportunity related to IIT Hyderabad's rapidly growing Artificial Intelligence ecosystem. If you are interested in Artificial Intelligence (AI), Machine Learning (ML), Computer Vision, Deep Learning, Data Science, Robotics, Autonomous Systems, and Future Technologies, this program can help strengthen your profile. IIT Hyderabad is home to India's first dedicated Department of Artificial Intelligence and offers strong exposure to AI research and industry applications. 🎯 Key Learning Areas ✅ Artificial Intelligence Fundamentals ✅ Machine Learning Algorithms ✅ Computer Vision Applications ✅ Deep Learning Concepts ✅ AI Research Trends ✅ Image Processing & Pattern Recognition ✅ Real-world AI Projects ✅ Python for AI & ML IIT Hyderabad's AI ecosystem focuses on domains such as autonomous systems, healthcare AI, natural language processing, computer vision, and industry-driven innovation. Students also benefit from internship and research opportunities. 🎓 Who Can Apply? ✔ B.E. / B.Tech Students ✔ M.Tech Students ✔ B.Sc Students ✔ M.Sc Students ✔ Research Scholars ✔ Faculty Members ✔ AI Enthusiasts Programs in AI, Machine Learning and Computer Vision summer schools are generally designed for UG/PG students, researchers, faculty members and professionals interested in AI technologies. 🔥 Why Students Should Join? ✔ Learn from IIT Faculty & Researchers ✔ Build AI & ML Skills ✔ Explore Computer Vision Applications ✔ Gain Research Exposure ✔ Improve Higher Studies Profile ✔ Enhance Placement Opportunities ✔ Network with AI Community 📚 Trending Technologies Covered • Artificial Intelligence • Machine Learning • Computer Vision • Deep Learning • Neural Networks • Data Science • Robotics • Autonomous Systems • Generative AI • Large Language Models (LLMs) The AI and ML ecosystem at IIT Hyderabad also includes advanced work in autonomous systems, perception, computer vision and machine learning research. In this video Dr. Satish IRSE explains: ✔ Eligibility ✔ Course Benefits ✔ AI Career Scope ✔ Computer Vision Applications ✔ Machine Learning Opportunities ✔ Future AI Jobs ✔ How Students Can Benefit #IITHyderabad #ArtificialIntelligence #MachineLearning #ComputerVision #AI2026 #DeepLearning #DataScience #GenerativeAI #Robotics #EngineeringStudents #TechCareers #FutureSkills #AITraining #MachineLearningCourse #CareerGuidance #DrSatishIRSE #AIJobs #Technology #StudentOpportunities #IIT
The AI Factory: Engineering Modern LLM Inference Pipelines | Uplatz
Modern AI systems are no longer simple models running isolated predictions—they operate like massive digital factories processing billions of requests, orchestrating GPUs, managing memory, and delivering intelligent responses at global scale. In this video, we explore “The AI Factory” and break down how modern LLM inference pipelines are engineered for performance, scalability, and efficiency. This video is by Uplatz. You’ll learn how large language model inference works behind the scenes, from token generation and request routing to distributed GPU execution and response optimization. We explain why inference engineering has become one of the most critical challenges in the generative AI era. The video dives into core components of modern inference pipelines including model serving, batching strategies, KV cache management, GPU scheduling, vector databases, retrieval-augmented generation (RAG), and low-latency orchestration systems. You’ll understand how organizations optimize infrastructure to reduce inference costs while maintaining performance and responsiveness. We also explore technologies and frameworks used in production AI systems such as Kubernetes, Ray, and vLLM for scalable AI deployment and inference acceleration. Additionally, we discuss concepts like model quantization, mixture-of-experts (MoE) architectures, inference parallelism, autoscaling, observability, and AI infrastructure optimization. Learn how companies engineer AI platforms capable of serving millions of users across enterprise applications, copilots, AI agents, and multimodal systems. Whether you're an AI engineer, platform architect, DevOps professional, cloud engineer, researcher, or technology enthusiast, this video provides a practical and structured understanding of how modern LLM inference factories operate at scale. For full course browse https://uplatz.com/online-courses #LLM #GenerativeAI #AIInfrastructure #MLOps #LLMOps #ArtificialIntelligence #vLLM #GPUComputing #AIEngineering #Uplatz ---------------------------------------------- 🌐 Welcome to Uplatz – Your Gateway to Career Transformation! To access full courses or training bundles: 🌐 https://uplatz.com 📧 support@uplatz.com 🎓 About Uplatz Uplatz is a global leader in online IT and professional training, offering comprehensive courses in AI, machine learning, data science, cloud computing, cybersecurity, and enterprise technologies such as SAP, Oracle, Salesforce, and ServiceNow. With expert-led programs and real-world learning paths, Uplatz empowers learners and organizations across 190+ countries to build future-ready skills and thrive in the digital era. 📘 Explore Uplatz Course Portfolio Learn the most in-demand and emerging technologies with Uplatz: ✅ AI & Machine Learning – Agentic AI, LLMs, LangChain, Deep Learning, MLOps, LLMOps ✅ Cloud & DevOps – AWS, Azure, GCP, Docker, Kubernetes, Terraform, CI/CD ✅ Data & Analytics – Data Science, Data Engineering, Power BI, Tableau, Big Data (Spark, Kafka) ✅ Programming & Frameworks – Python, FastAPI, Django, Java, JavaScript, SQL ✅ Cybersecurity & Blockchain – Ethical Hacking, Cloud Security, Zero Trust, Blockchain & Web3 ✅ IoT & Embedded Systems – IoT Platforms, Edge Computing, Embedded C, Microcontrollers ✅ ERP & CRM – SAP (all modules), Salesforce, Oracle ERP, Microsoft Dynamics ✅ Web & App Development – Full-Stack Development, React, Angular, Node.js, Flutter 🎓 Master cutting-edge skills. Build your tech career with Uplatz. 🌐 Learn more: https://uplatz.com 🎯 Why Choose Uplatz ✔️ Job-focused, project-based learning ✔️ Globally recognized certifications ✔️ Lifetime access & affordable pricing ✔️ Career guidance and mentorship 🔔 Subscribe for weekly tech tutorials, demos, and success stories. 📲 Follow us on LinkedIn, Instagram, Twitter, and Facebook. #Uplatz #Tech #Technology #MachineLearning #CloudComputing #Learning
Tu Primer Modelo de Machine Learning | Data Science con Python | Inteligencia Artificial
CURSO DE INTRODUCCIÓN A PYTHON: https://javidatascience.com/producto/%f0%9f%90%8d-curso-de-introduccion-a-python-domina-los-fundamentos-del-lenguaje-%f0%9f%90%8d/ Página web: https://javidatascience.com/ Newsletter: https://javidatascience.substack.com/ En este video te enseño a crear tu primer modelo de inteligencia artificial, explicando cada paso con detenimiento. Datos: https://www.kaggle.com/datasets/gunjanpathak/melb-data
Qué es Deep Learning (o Aprendizaje Profundo): De la Neurona Biológica a la Red Neuronal Artificial
Deep Learning (o Aprendizaje Profundo) permite que las computadoras aprendan tareas usando Redes Neuronales en términos de una jerarquía de conceptos con múltiples niveles de representación a partir de datos crudos. Este video explica visualmente qué es y qué caracteriza al aprendizaje profundo. 👉 Xiperia ofrece consultoría empresarial que transforma datos en conocimiento accionable para alcanzar los objetivos de tu negocio. Conoce más en https://www.xiperia.com ℹ️ Octavio Gutiérrez es el único responsable del contenido, afirmaciones y opiniones expresadas en este video, las cuales no están vinculadas a las organizaciones a las que está asociado. 🌐 Para conocer más sobre Octavio Gutiérrez, visita su perfil en LinkedIn https://www.linkedin.com/in/octaviogutierrez/ Para citar este recurso educativo utiliza la siguiente referencia: Gutiérrez-García, J.O. [Código Máquina]. (2024, 8 de Enero). Qué es Deep Learning (o Aprendizaje Profundo): De la Neurona Biológica a la Red Neuronal Artificial [Video]. YouTube. [Incluye aquí la URL del video] ******************************************** Para guiar tu aprendizaje en Machine Learning, en este vínculo (https://youtu.be/lomJnbN5Wnk) se encuentra una guía secuencial para aprender: 1. Programación Básica con Python; 2. Manejo de Datos; 3. Visualización de Datos; 4. Análisis de Datos; y 5. Aprendizaje de Máquina y Ciencia de Datos. También, aquí les comparto una lista de reproducción que contiene exclusivamente temas de aprendizaje profundo: https://www.youtube.com/playlist?list=PLat2DtY8K7YWwkfn4pGi6hn8dOpbrHb_z ******************************************** Índice del Video: 0:00 Introducción 0:25 Qué es Deep Learning 1:24 Neuronas Biológicas 3:20 Redes Neuronales Artificiales 6:39 Modelos profundos (múltiples capas) 8:44 Deep Learning con Datos Crudos 13:42 Jerarquía de Conceptos 16:36 Definiciones de Deep Learning 17:13 Librerías de Python para Deep Learning ⭐ Apoya a Código Máquina dando un Like, Comentando, Compartiendo o con un Super Gracias. ⭐ De la co-fundadora de Código Máquina, productos de cosmética natural SINHAKI: https://www.amazon.com.mx/stores/sinHaki/page/1BD34FBC-C0F9-44F5-AC69-520634334C61?ref_=ast_bln #DeepLearning #AprendizajeProfundo #RedesNeuronales #IA #InteligenciaArtificial #AI #Python #AprendizajeAutomático #AprendizajeDeMaquina #MachineLearning