TensorFlow Courses and Certifications

TensorFlow を使った畳み込みニューラルネットワーク

TensorFlowを使用して畳み込みニューラルネットワークを構築し、画像分類の高度な技法を学びます。大規模データセット、データ拡張、転移学習、多クラス分類などを実践的に探求します。

• Coursera
• 10 hours 27 minutes
• On-Demand
• Paid Course

Introduction to Neural Networks with TensorFlow

Learn the fundamentals of neural networks with Python and TensorFlow, and then use your new skills to create your own image classifier—an application that will first train a deep learning model on a dataset of images and then use the trained model to cla…

• Udacity
• 17 hours
• On-Demand
• Paid Course

Microcredential

Journey into Machine Learning with Sklearn and Tensorflow

398 ratings at CodeSignal

Dive into machine learning fundamentals through advanced deep learning, mastering data preprocessing, model optimization, and neural networks using real-world datasets with Sklearn and Tensorflow frameworks.

• CodeSignal
• 16 hours
• On-Demand
• Free Certificate
• 5 courses

Computer Vision Fundamentals with Google Cloud

548 ratings at Coursera

Learn to solve computer vision challenges using Google Cloud, from pre-built ML models to custom CNN classifiers. Hands-on practice with image classification, model optimization, and real-world applications.

• Coursera
• 17 hours 31 minutes
• On-Demand
• Paid Course

Natural Language Processing in TensorFlow

6536 ratings at Coursera

Learn to process text, tokenize sentences, and apply RNNs, GRUs, and LSTMs in TensorFlow for natural language processing tasks, including sentiment analysis and poetry generation.

• Coursera
• 23 hours 7 minutes
• On-Demand
• Paid Course

Convolutional Neural Networks in TensorFlow

8220 ratings at Coursera

Explore advanced ConvNet techniques for image classification, including data augmentation, transfer learning, and multiclass categorization using TensorFlow's high-level APIs.

• Coursera
• 16 hours 17 minutes
• On-Demand
• Paid Course

Recommendation Systems on Google Cloud

484 ratings at Coursera

Explore advanced ML techniques to build a recommendation engine pipeline, covering content-based, collaborative filtering, neural networks, and reinforcement learning approaches.

• Coursera
• 13 hours 23 minutes
• On-Demand
• Paid Course

Microcredential

IBM Deep Learning with PyTorch, Keras and Tensorflow

4188 ratings at Coursera

Master deep learning fundamentals and practical implementation using PyTorch, Keras, and TensorFlow through hands-on projects in neural networks, computer vision, and natural language processing.

• Coursera
• 8 weeks, 10 hours a week
• On-Demand
• Paid Course
• 5 courses

Custom Models, Layers, and Loss Functions with TensorFlow

1108 ratings at Coursera

Explore advanced TensorFlow techniques for building custom models, layers, and loss functions. Learn to create Siamese networks, implement contrastive loss, and extend the TensorFlow Model class to build a ResNet.

• Coursera
• 1 day 6 hours 57 minutes
• On-Demand
• Paid Course

The Ultimate App Making Course! Master Many Coding Skills!

23 ratings at Udemy

A multitude of languages and programs, Keras, Python, Tensorflow, React and Redux and much more!

• Udemy
• 4 days 14 hours 52 minutes
• On-Demand
• Paid Course

Deep Learning Frameworks and Neural Networks Simplified

Master advanced deep learning skills with TensorFlow, Keras, and neural networks. Build cutting-edge AI models, implement RNNs and LSTMs, and develop practical solutions for real-world challenges.

• Coursera
• 5 hours 22 minutes
• On-Demand
• Paid Course

Packt

AI Engineering and Deployment

Master TensorFlow, CNNs, RNNs, and AI agent frameworks like AutoGPT to build, deploy, and scale ML models with ethical considerations for real-world applications.

• Coursera
• 8 hours 58 minutes
• On-Demand
• Paid Course

Complete Computer Vision Bootcamp With PyTorch & Tensorflow

990 ratings at Udemy

Learn Computer Vision with CNN, TensorFlow, and PyTorch — Master Object Detection from Basics to Advanced

• Udemy
• 2 days 11 hours 38 minutes
• On-Demand
• Paid Course

Tensorflow and Keras For Neural Networks and Deep Learning

540 ratings at Udemy

Master the Most Important Deep Learning Frameworks (Tensorflow & Keras) for Python Data Science

• Udemy
• 8 hours 2 minutes
• On-Demand
• Paid Course

Advanced Computer Vision with TensorFlow

533 ratings at Coursera

Explore advanced computer vision techniques using TensorFlow, including image classification, segmentation, object detection, and model interpretation methods for building powerful ML models.

• Coursera
• 19 hours 1 minute
• On-Demand
• Paid Course