TensorFlow Courses and Certifications

Coursera

Optimize TensorFlow Models For Deployment with TensorRT

77 ratings at Coursera

Learn to optimize TensorFlow models using NVIDIA's TensorRT for improved inference performance. Explore FP32, FP16, and INT8 precision optimizations and their impact on throughput.

• Coursera
• 2 hours 29 minutes
• Self-Paced
• Paid Course

Coursera

Create a Superhero Name Generator with TensorFlow

38 ratings at Coursera

Build a neural network to generate superhero names using TensorFlow. Learn character-level language modeling and text generation techniques with a dataset of 9000+ fictional character names.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Learning TensorFlow: the Hello World of Machine Learning

20 ratings at Coursera

Explore the basics of machine learning by building a system trained on data to infer rules determining number relationships in Google Cloud.

• Coursera
• 40 minutes
• Self-Paced
• Paid Course

EDUCBA

Deep Learning with TensorFlow: Build Neural Networks

12 ratings at Coursera

Master TensorFlow fundamentals and build neural networks from perceptrons to CNNs, implementing transfer learning for real-world image classification tasks.

• Coursera
• 5 hours 19 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

AI Deep Learning Projects with TensorFlow

12 ratings at Coursera

Master practical deep learning by building neural networks, image captioning systems, and face mask detection apps using TensorFlow, with deployment on Streamlit and AWS.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Packt Career Certificate

Deep Learning with TensorFlow

6 ratings at Coursera

Master deep learning with TensorFlow through ANNs, RNNs, and CNNs. Build models for image classification, time series prediction, and NLP using real datasets and optimization techniques.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Coursera

TensorFlow for Beginners: Basic Binary Image Classification

Learn to build and train a neural network for classifying cat and dog images using TensorFlow. Covers data preprocessing, CNN architecture, hyperparameter tuning, and model evaluation techniques.

• Coursera
• 3 hours 12 minutes
• Self-Paced
• Paid Course

Packt

Deep Learning - Artificial Neural Networks with TensorFlow

Explore deep learning and artificial neural networks using TensorFlow. Learn foundational concepts, implement ANN models, and optimize deep learning models through hands-on examples and practical applications.

• Coursera
• 7 hours 21 minutes
• Self-Paced
• Paid Course

Coursera

Deep-Dive into Tensorflow Activation Functions

Comprehensive exploration of Tensorflow activation functions, covering their mechanics, comparisons, and practical implementations. Enhances AI knowledge for improved neural network design and performance optimization.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Classify Images with TensorFlow Convolutional Neural Networks

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you'll learn about how to use convolutional neural networks to improve your image classification models.

• Coursera
• 1 hour 15 minutes
• Self-Paced
• Paid Course

Packt

Deep Learning - Recurrent Neural Networks with TensorFlow

Master recurrent neural networks for time series prediction and NLP tasks using TensorFlow. Implement advanced architectures like GRUs and LSTMs for stock forecasting, image classification, and text analysis.

• Coursera
• 5 hours 41 minutes
• Self-Paced
• Paid Course

Packt

Deep Learning: Convolutional Neural Networks with TensorFlow

Unlock the potential of deep learning by mastering Convolutional Neural Networks and Transfer Learning with hands-on TensorFlow and Keras experience for image and text classification.

• Coursera
• 5 hours 14 minutes
• Self-Paced
• Paid Course

Coursera

TensorFlow Prediction: Identify Penguin Species

Build and evaluate machine learning models using TensorFlow Decision Forests to classify penguin species based on physical measurements, mastering data preprocessing, feature analysis, and model evaluation.

• Coursera
• 1 hour 33 minutes
• Self-Paced
• Paid Course

EDUCBA

Master Machine Learning with TensorFlow: Basics to Advanced

Master TensorFlow fundamentals through hands-on projects, from data preprocessing to deep learning models, using industry-standard tools for real-world ML applications.

• Coursera
• 19 hours 49 minutes
• Self-Paced
• Paid Course

EDUCBA

Mask Detector with Python & TensorFlow: Build & Deploy

Build a real-world mask detection system using OpenCV, TensorFlow, and deploy it on AWS with hands-on computer vision and deep learning techniques.

• Coursera
• 4 hours 35 minutes
• Self-Paced
• Paid Course