TensorFlow Courses and Certifications

Devoxx

Tensorflow and Deep Learning - Without a PhD

Comprehensive introduction to TensorFlow and deep learning, covering neural networks, convolutional networks, regularization techniques, and practical applications in image and language processing.

• YouTube
• 2 hours 36 minutes
• Self-Paced
• Conference Talk

tinyML

On-Device Speech Models Optimization and Deployment for Mobile Hardware

Explore on-device speech model optimization and deployment, covering streaming-aware design, quantization techniques, and benchmarks for popular speech processing model topologies on mobile platforms.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Eran Feit

How to Actually Remove Any Background with U²-Net

Master background removal techniques with U²-Net in TensorFlow, from dataset preparation to model training and inference. Learn to build a complete pipeline for clean, precise image segmentation without green screens or blurry edges.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Eran Feit

How to Classify 30 Classes with CNN in Python - Musical Instruments Classification

Master CNN-based classification by building a model to identify 30 musical instrument classes using Python and TensorFlow with dataset preparation, training optimization, and evaluation.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Eran Feit

UNETR Tutorial for Face Segmentation into 11 Classes

Dive into building a UNETR model for face segmentation with TensorFlow, from dataset loading to training and visualization of segmentation masks for 11 facial classes.

• YouTube
• 27 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

Jeff Heaton

Programming LSTM with Keras and TensorFlow

1 rating

Explore LSTM and GRU layers for recurrent neural networks in Keras, laying the groundwork for NLP and time series prediction with practical examples and implementations.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Jeff Heaton

Setting Up CUDA, CUDNN, Keras, and TensorFlow on Windows 11 for GPU Deep Learning

Comprehensive guide for setting up GPU-accelerated deep learning environment on Windows 11, covering CUDA, CUDNN, Keras, and TensorFlow installation with step-by-step instructions.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Jeff Heaton

Generating Faces with a Generative Adversarial Networks - GAN in Keras-Tensorflow 2.0

Learn to implement a Generative Adversarial Network (GAN) from scratch using TensorFlow and Keras to generate realistic human faces, with step-by-step guidance and practical code examples.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Nicholas Renotte

Build a Generative Adversarial Neural Network with Tensorflow and Python - Deep Learning Projects

Learn to build a Generative Adversarial Network from scratch using Python and TensorFlow. Master data visualization, neural network construction, custom training loops, and image generation in this hands-on deep learning project.

• YouTube
• 2 hours 1 minute
• Self-Paced
• Free Video

Nicholas Renotte

Build a Deep Iris Detection Model Using Python and Tensorflow - Keypoint Detection

Develop an iris tracking model using keypoint detection with TensorFlow and Python. Learn data preparation, model creation, training, and real-time detection for advanced computer vision applications.

• YouTube
• 1 hour 42 minutes
• Self-Paced
• Free Video

Nicholas Renotte

Build a Deep Facial Recognition App - Kivy Computer Vision App with OpenCV and Tensorflow

Learn to build a deep facial recognition app using Kivy, OpenCV, and TensorFlow. Implement facial verification, create a custom layer, handle webcam input, and fine-tune the model for optimal performance.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

Devoxx

Tensorflow and Deep Learning - Without a PhD

Explore deep machine learning with Tensorflow using Python. Learn to choose and optimize neural networks for various problems without advanced math prerequisites.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Conference Talk

Devoxx

Tensorflow and Deep Reinforcement Learning, Without a PhD

Explore TensorFlow and deep reinforcement learning, covering neural network architectures, recent advances, and practical applications in image recognition, NLP, and AI game-playing.

• YouTube
• 37 minutes
• Self-Paced
• Conference Talk

Devoxx

Tensorflow, Deep Learning and Modern Convolutional Neural Nets, Without a PhD

Explore modern convolutional neural networks and deep learning with TensorFlow. Learn practical tips, engineering best practices, and recent advances in image recognition without needing a PhD.

• YouTube
• 57 minutes
• Self-Paced
• Conference Talk