Practical Machine Learning with Tensorflow
Learn essential machine learning concepts and apply them using TensorFlow, covering key topics from basic principles to deep learning and data visualization.
Tensors
Explore tensors, spinners, contractions, direct products, and duality in this comprehensive physics lecture series.
Pytorch Tutorial
Learn PyTorch fundamentals, from installation to advanced applications. Master tensors, backpropagation, and deep learning techniques for real-world data science projects.
Learn TensorFlow and Deep Learning Fundamentals with Python - Code-First Introduction Part 1-2
Comprehensive introduction to TensorFlow and deep learning fundamentals, covering tensor operations, neural network regression, and classification. Hands-on coding examples and practical insights for building and improving models.
On Chen’s Recent Breakthrough on the Kannan-Lovasz-Simonovits Conjecture and Bourgain's Slicing Problem - Part III
Explore Chen's breakthrough on the KLS conjecture and Bourgain's slicing problem, covering key mathematical concepts, historical context, and implications for discrete mathematics and computer science.
Análise em Variedades - Aula 17
Aprofunde-se em análise em variedades, explorando tópicos avançados como variedades diferenciáveis, fibrados, formas diferenciais e o Teorema de Stokes. Desenvolva habilidades essenciais para pesquisa matemática.
Análise em Variedades - Aula 19
Explore conceitos avançados de análise em variedades, incluindo formas diferenciais, teorema de Stokes, cohomologia de De Rham e aplicações em geometria diferencial.
TensorFlow js en Espaol
Aprende inteligencia artificial con TensorFlow.js: crea aplicaciones web que reconocen imágenes, sin instalaciones ni configuraciones complejas. Ideal para principiantes en IA y desarrollo web.
Análise em Variedades - Aula 01
Explore conceitos avançados de análise em variedades, incluindo variedades diferenciáveis, fibrados, formas diferenciais e teoremas fundamentais. Aprofunde-se na matemática de alto nível.
Vergleichsstellensätze for Ordered Semirings - Part II
Entdecken Sie fortgeschrittene mathematische Konzepte wie Vergleichsstellensätze für geordnete Halbringe und deren Anwendungen in der Quanteninformationstheorie und Tensoranalyse.
Vergleichsstellensätze for Ordered Semirings - Part I
Entdecken Sie fortgeschrittene mathematische Konzepte zu geordneten Halbringen und deren Anwendungen in der Quanteninformationstheorie, Darstellungstheorie und Matrixmajorisation.
Un Enfoque Alternativo para la Aproximación Pseudoinversa Tensorial y su Aplicación en el Procesamiento de Imágenes
Explora un enfoque alternativo para la aproximación pseudoinversa tensorial y su aplicación en el procesamiento de imágenes.
Análise em Variedades - Aula 15
Aprofunde-se em análise em variedades, explorando tópicos avançados como fibrados, formas diferenciais e cohomologia de De Rham. Desenvolva habilidades essenciais para pesquisa em geometria diferencial e topologia.
Introduction to the Geometry of Tensors
Explore the geometric perspective of tensors, their applications, and how this viewpoint enhances understanding in various fields. Gentle introduction suitable for beginners.
What Is a Tensor Anyway? - From a Mathematician
Explore tensors from a mathematician's perspective, delving into their definition, properties, and applications in various mathematical fields.
Differential Geometry - Lecture 10
Explore advanced concepts in differential geometry, focusing on complex mathematical theories and their applications in modern geometry and physics.
Manifolds, Coordinates and Tensors - Lecture 5
Explore manifolds, coordinates, and tensors in this graduate-level physics lecture, covering key concepts and transformations for advanced theoretical understanding.
Hyperbolic versus Elliptic Equations and Electromagnetic Field as 4D-Differential Two-Form - Lecture 9
Explore hyperbolic and elliptic equations, differential geometric notation, and electromagnetic fields as 4D-differential two-forms in this advanced theoretical physics lecture.
On the Subrank of Generic Tensors
Explorez les limites supérieures et inférieures du sous-rang des applications bilinéaires et tenseurs d'ordre supérieur génériques. Découvrez les mesures des multiplications indépendantes réductibles.
Análise em Variedades - Aula 20
Explore conceitos avançados de análise em variedades, incluindo formas diferenciais, teorema de Stokes, cohomologia de De Rham e aplicações em geometria diferencial.
Build Your First Model with PyTorch and Python - PyTorch Tutorial for Beginners
Learn to implement a Simple Linear Regression model using PyTorch, covering data exploration, model creation, tensor conversion, training, and prediction analysis in this beginner-friendly tutorial.