Coursera Tensorflow Courses List

This online course will teach you the fundamentals of TensorFlow, the powerful open source library for Artificial Intelligence, Machine Learning, and Deep Learning, so you can confidently build and deploy AI-powered applications. View all

Learn how to use TensorFlow 2 to build powerful machine learning models quickly and easily with this comprehensive online course, and start solving complex problems with confidence! View all

TensorFlow 2 makes customising your models easier than ever before, with its intuitive and powerful tools that guarantee results - and this online course will show you how! View all

Learn how to deploy advanced TensorFlow models with confidence, thanks to this comprehensive online course that promises to provide the knowledge and tools needed to succeed, backed by proven results from successful students. View all

Data Pipelines with TensorFlow Data Services will help you quickly and easily build data pipelines that are reliable, secure, and cost-effective, so you can focus on the data that matters most to your business. View all

This course provides an introduction to deep learning using the TensorFlow library. Students will learn how to apply deep learning to unstructured data, such as images, sound, and text, to solve real-world problems. With the help of TensorFlow, students will gain the skills to uncover hidden structures in data and use them to their advantage. View all

She/He will learn how to build and deploy end-to-end machine learning models with TensorFlow on Google Cloud Platform, with the help of this comprehensive online course. View all

Learn how to use Automatic Differentiation in TensorFlow to quickly and accurately solve regression problems with this comprehensive online course. View all

Learn how to use TensorFlow to classify images with confidence, accuracy, and ease with this comprehensive online course. View all

Learn how to predict house prices with regression using TensorFlow and gain the confidence to apply your new skills to real-world problems with this online course, backed by a promise of success and proven results. View all

Ready to deploy your AI creations? Learn to Deploy Models with TensorFlow Serving and Flask! Create efficient, production-ready AI applications. #ModelDeployment #TensorFlowServing #Flask #AIInstitute View all

Regularization is a powerful tool to prevent overfitting in TensorFlow, and this online course will teach you how to use it effectively, with proven results and a step-by-step approach. View all

Get to know TensorFlow deeply with TensorFlow for AI! Explore the core concepts and functionalities of TensorFlow, the driving force behind today's AI innovations. #TensorFlowForAI #AIInstitute #Tech View all

Learn the fundamentals of TensorFlow and Convolutional Neural Networks (CNNs) with this comprehensive online course, and practice building CNNs with hands-on exercises to gain the skills you need to succeed. View all

Learn how to use TensorFlow to recognize emotions in tweets and gain the confidence to apply this knowledge to your own projects with this online course! View all

Learn how to deploy your TensorFlow models with Docker using TensorFlow Serving, and get the confidence to deploy your models in production with this online course. View all

Learn how to detect fake news in Python with Tensorflow and gain the confidence to identify false information quickly and accurately with this online course. View all

Elevate your skills in Serverless Machine Learning with TensorFlow on Google Cloud Platform! Explore the seamless integration of AI and cloud computing for powerful machine learning applications. #ServerlessML #GoogleCloud #TensorFlow #AIInstitute View all

Gesture recognition meets AI! Discover how to harness the power of Tensorflow and Keras to recognize hand gestures and bring a new dimension to human-computer interaction. #HandGestureRecognition #TensorFlow #AIInnovation View all

Gain an introduction to Computer Vision Fundamentals with Google Cloud View all

Get a comprehensive overview of Probabilistic Deep Learning with TensorFlow 2 View all

Discover the fundamentals of Browser-based Models with TensorFlow.js View all

Get a comprehensive overview of Recommendation Systems on Google Cloud View all

ソフトウェア開発者であれば、拡張性のあるAI搭載アルゴリズムを構築したい場合、構築ツールの使い方を理解する必要があります。この講座は今後学んでいく「TensorFlow in Practice 専門講座」の一部であり、機械学習用の人気のオープンソースフレームワークであるTensorFlowのベストプラクティスを学習します。 View all

Learn the basics of Device-based Models with TensorFlow Lite View all

Este curso intensivo sob demanda de quatro dias oferece aos participantes uma introdução sobre como projetar e criar sistemas de machine learning no Google Cloud Platform. Por meio de apresentações, demonstrações e laboratórios práticos, os participantes aprenderão os conceitos de machine learning (ML) e do TensorFlow, além de habilidades de desenvolvimento, avaliação e produção de modelos de ML. View all

En este curso acelerado a pedido de una semana, los participantes recibirán una introducción práctica sobre cómo diseñar y compilar modelos de aprendizaje automático en Google Cloud Platform. Mediante una serie de presentaciones, demostraciones y labs prácticos, los participantes conocerán conceptos de aprendizaje automático (AA) y TensorFlow, y adquirirán habilidades prácticas para desarrollar, evaluar y producir modelos de AA. View all

O objetivo deste curso é aproveitar a flexibilidade e a facilidade de uso do TensorFlow 2.x e do Keras para criar, treinar e implantar modelos de machine learning. Você aprenderá sobre a hierarquia da API TensorFlow 2.x e conhecerá os principais componentes do TensorFlow nos exercícios práticos. Mostraremos como trabalhar com conjuntos de dados e colunas de atributos. Você aprenderá a projetar e criar um pipeline de entrada de dados do TensorFlow 2.x. Você terá uma experiência prática com o carregamento de dados CSV, matrizes numpy, dados de texto e imagens usando o tf.Data.Dataset e com a criação de colunas de atributos numéricas, categóricas, em bucket e com hash. View all

Ce cours porte sur la conception et la création d'un pipeline de données d'entrée TensorFlow 2.x, la création de modèles de ML à l'aide de TensorFlow 2.x et Keras, l'amélioration de la précision des modèles de ML, l'écriture de modèles de ML pour une utilisation évolutive et l'écriture de modèles de ML spécialisés. View all

Este curso se enfoca en aprovechar la flexibilidad y facilidad de uso de TensorFlow 2.x y Keras para compilar, entrenar e implementar modelos de aprendizaje automático. Aprenderá sobre la jerarquía de la API de TensorFlow 2.x y conocerá los componentes principales de TensorFlow mediante ejercicios prácticos. Le mostraremos cómo trabajar con conjuntos de datos y columnas de atributos. Aprenderá a diseñar y compilar una canalización de datos de entrada de TensorFlow 2.x. Adquirirá experiencia práctica en la carga de arreglos de NumPy, imágenes y datos de texto con tf.data.Dataset, así como de datos de CSV con Pandas. También adquirirá experiencia práctica en la creación de columnas de atributos numéricas, categóricas, agrupadas en depósitos y con hash. View all

TensorFlow 2 시작하기 과정에 오신 것을 환영합니다! View all

En este curso, se explica cómo diseñar y crear una canalización de datos de entrada de TensorFlow 2.x, cómo desarrollar modelos de AA con TensorFlow 2.x y Keras, cómo mejorar la exactitud de los modelos de AA, cómo escribir modelos de AA para uso escalado y cómo escribir modelos de AA especializados. View all

Get a comprehensive overview of Neural Network from Scratch in TensorFlow View all

Gain an introduction to Hierarchical Clustering: Customer Segmentation View all

Ce cours à la demande accéléré réparti sur une semaine propose aux participants une introduction pratique à la conception et à la création de modèles de machine learning sur la plateforme Google Cloud. Grâce à une combinaison de présentations, de démonstrations et d'ateliers pratiques, les participants découvriront les concepts du machine learning, aussi appelé apprentissage automatique, et de TensorFlow, et acquerront des compétences pratiques pour développer, évaluer et produire des modèles de machine learning. View all

Gain an introduction to Basic Sentiment Analysis with TensorFlow View all

Learn the basics of Getting Started with Tensorflow.js View all

Discover the fundamentals of Getting Started with Quantum Machine Learning View all

Learn the basics of TensorFlow for CNNs: Image Segmentation View all

Explore the essentials of Using Tensorflow for Image Style Transfer View all

Explore the essentials of Classify Images with TensorFlow Convolutional Neural Networks View all

Get a comprehensive overview of Learning TensorFlow: the Hello World of Machine Learning View all

Explore the essentials of TensorFlow for AI: Applying Image Convolution View all

Learn the basics of TensorFlow for NLP: Text Embedding and Classification View all

Get a comprehensive overview of Optimize TensorFlow Models For Deployment with TensorRT View all

Gain an introduction to TensorFlow for NLP: Semantic Similarity in Texts View all

Get a comprehensive overview of Activity Recognition using Python Tensorflow and Keras View all

Learn the basics of Audio Classification with TensorFlow View all

Discover the fundamentals of Predicting Financial Time Series with Tensorflow 2 View all

Get a comprehensive overview of Image Colorization using TensorFlow 2 and Keras View all