TensorFlow Courses and Certifications

Tensorflow Object Detection

Learn to set up and use TensorFlow Object Detection API with TensorFlow 2.0 on Windows, including custom object detection and real-time image segmentation from video streams.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Coding Train

Machine Learning with TensorFlow, ml5.js, and Spell

Learn to train machine learning models in the cloud using TensorFlow and Spell, then implement them in browsers with ml5.js. Covers style transfer and text generation with hands-on projects.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Video

TensorFlow

Building Recommendation Systems with TensorFlow

Learn to create powerful recommendation systems using TensorFlow, covering content-based and collaborative filtering, ranking models, multitask learning, and efficient serving with ScaNN.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Deep Learning With TensorFlow

Learn TensorFlow basics, deep learning concepts, and practical applications through comprehensive tutorials and hands-on projects. Explore neural networks, computer vision, and natural language processing.

• YouTube
• 1 day 8 hours
• On-Demand
• Free Video

Tech with Tim

Python Neural Network Tutorials

Aprenda a criar e usar redes neurais com TensorFlow 2.0, incluindo classificação de texto, camadas de embedding e uso de GPU para processamento eficiente.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

Recommendation Systems with TensorFlow on GCP

In this course, you'll apply your knowledge of classification models and embeddings to build a ML pipeline that functions as a recommendation engine.

• Pluralsight
• 7 hours
• On-Demand
• Free Trial Available

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.

• YouTube
• 10 hours 15 minutes
• On-Demand
• Free Video

Learn TensorFlow and Deep Learning Fundamentals with Python - Code-First Introduction Part 2/2

Dive deep into TensorFlow and Python, mastering non-linear models, multi-class classification, and advanced techniques for optimizing neural networks and evaluating their performance.

• YouTube
• 3 hours 58 minutes
• On-Demand
• Free Video

Great Learning

TensorFlow 2.0 Tutorial - Deep Learning

Comprehensive TensorFlow 2.0 tutorial covering installation, neural networks, digit classification, and CNNs. Hands-on sessions provide practical understanding for deep learning enthusiasts.

• YouTube
• 2 hours 5 minutes
• On-Demand
• Free Video

Traversy Media

Neural Networks and TensorFlow Crash Course

Comprehensive introduction to neural networks and TensorFlow, covering key concepts, data handling, model building, and practical applications in image and text classification.

• YouTube
• 2 hours 5 minutes
• On-Demand
• Free Video

TensorFlow 2.0 Crash Course

Learn to create neural networks with Python and TensorFlow 2.0. Covers data handling, model creation, predictions, text classification, embedding layers, model training, saving/loading, and GPU installation.

• freeCodeCamp
• 2-3 hours
• On-Demand
• Free Video

TensorFlow Lite for Edge Devices - Tutorial

Explore TensorFlow Lite for efficient on-device inference. Learn edge computing, model conversion, quantization, and compression techniques for deploying deep learning models on resource-constrained devices.

• freeCodeCamp
• On-Demand
• Free Video

TensorFlow Developer Certificate Exam Prep

Learn and get certified in one of the hottest machine learning frameworks: TensorFlow! Start a free trial today!

• A Cloud Guru
• 13 hours
• On-Demand
• Free Trial Available

Augmented Startups

TensorFlow Computer Vision Tutorials - OpenCV Python

Learn essential computer vision techniques using TensorFlow and MediaPipe. Build real-time applications for face detection, pose estimation, hand tracking, and object detection with Python and OpenCV.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

Python Engineer

TensorFlow 2 Beginner Course

Comprehensive introduction to TensorFlow 2.0 and Keras, covering key concepts and practical applications in deep learning through hands-on projects and real-world examples.

• YouTube
• 3 hours 19 minutes
• On-Demand
• Free Video