courseraПрограммирование

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

Курс от DeepLearning.AI

Средний≈ 22.1 чАнглийский

О курсе

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This course is part of the DeepLearning.AI TensorFlow Developer Specialization and will teach you best practices for using TensorFlow, a popular open-source framework for machine learning. The Machine Learning course and Deep Learning Specialization from Andrew Ng teach the most important and foundational principles of Machine Learning and Deep Learning. This new DeepLearning.AI TensorFlow Developer Specialization teaches you how to use TensorFlow to implement those principles so that you can start building and applying scalable models to real-world problems. To develop a deeper understanding of how neural networks work, we recommend that you take the Deep Learning Specialization.

Навыки, которые вы освоите

Tensorflow Convolutional Neural Networks Deep Learning Machine Learning Computer Vision Model Evaluation Data Preprocessing Model Training Artificial Neural Networks Image Analysis Keras (Neural Network Library)Applied Machine Learning Artificial Intelligence

Программа курса

4 модулей · 64 учебных материалов

01A New Programming Paradigm17 материалов

A new programming paradigm

Introduction: A conversation with Andrew NgВидео Welcome to the course!Чтение A primer in machine learningВидео The ‘Hello World’ of neural networksВидео

Учитесь у экспертов

Laurence Moroney

Instructor

В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 22.1 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

О курсе

Навыки, которые вы освоите

Программа курса

A new programming paradigm

Учитесь у экспертов

Laurence Moroney

Lecture Notes (Optional)

Weekly Assignment - Your First Neural Network

Introduction to Computer Vision

Lecture Notes (Optional)

Weekly Assignment - Implement a Deep Neural Network to recognize handwritten digits

Enhancing Vision with Convolutional Neural Networks

Lecture Notes (Optional)

Weekly Assignment - Improving DNN Performance using Convolutions

Using Real-world Images

Lecture Notes (Optional)

End of Access to Lab Notebooks

Weekly Assignment - Handling Complex Images

Course 1 Wrap up

Acknowledgments