Neural Networks Courses and Certifications

Attention Mechanism

50 ratings at Coursera

Explore the attention mechanism in neural networks, enhancing focus on specific input sequence parts for improved machine learning performance in translation, summarization, and more.

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

Edureka

Neural Models and Machine Translation

Discover neural architectures like RNNs, LSTMs, and Transformers to build powerful machine translation systems and NLP applications with hands-on fine-tuning exercises.

• Coursera
• 17 hours 8 minutes
• Self-Paced
• Paid Course

Deep Learning: Convolutional Neural Networks in Python

6846 ratings at Udemy

Tensorflow 2 CNNs for Computer Vision, Natural Language Processing (NLP) +More! For Data Science & Machine Learning

• Udemy
• 13 hours 54 minutes
• Self-Paced
• Paid Course

Machine Learning with Python

22 ratings

Explore machine learning with TensorFlow, covering neural networks, NLP, and reinforcement learning. Build practical projects and gain hands-on experience in various ML techniques.

• freeCodeCamp
• 300 hours
• Self-Paced
• Free Certificate

Stanford Seminar - Google's Multilingual Neural Machine Translation System

1 rating

Exploring Google's Multilingual Neural Machine Translation system, its ability for zero-shot translation, and the potential existence of an interlingua in language processing.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

media.ccc.de

Hacking Neural Networks - Introduction and Current Techniques

Einführung in Angriffsmethoden auf neuronale Netze: Funktionsweise, Schwachstellen und Verteidigungsstrategien. Praxisnahe Beispiele verdeutlichen Risiken und Limitierungen moderner KI-Systeme.

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

Centre de recherches mathématiques - CRM

Mathématiques Appliquées - Neural Networks, Optimization, and Deep Learning

Explore advanced mathematical techniques bridging numerical analysis, machine learning, and optimization through expert lectures on neural networks, differential equations, and algorithmic methods.

• YouTube
• 1 day 14 hours 41 minutes
• Self-Paced
• Free Video

The Complete Neural Networks Bootcamp: Theory, Applications

2999 ratings at Udemy

Deep Learning and Neural Networks Theory and Applications with PyTorch! Including Transformers, BERT and GPT!

• Udemy
• 1 day 19 hours 47 minutes
• Self-Paced
• Paid Course

How to easily use ANN for prediction mapping using GIS data?

194 ratings at Udemy

First Simplified Step-by-Step Artificial Neural Network Methodology in R for Prediction Mapping using GIS Data

• Udemy
• 7 hours 17 minutes
• Self-Paced
• Paid Course

Explore the foundations of neural networks by building perceptrons from scratch, setting weights, and managing error to divide linearly-separable data and create logic gates.

• Codecademy
• 1 hour
• Self-Paced
• Free Trial Available

Convolutional Neural Networks in Python: CNN Computer Vision

1459 ratings at Udemy

Python for Computer Vision & Image Recognition - Deep Learning Convolutional Neural Network (CNN) - Keras & TensorFlow 2

• Udemy
• 7 hours 47 minutes
• Self-Paced
• Paid Course

Python for Deep Learning: Build Neural Networks in Python

1330 ratings at Udemy

Complete Deep Learning Course to Master Data science, Tensorflow, Artificial Intelligence, and Neural Networks

• Udemy
• 2 hours 5 minutes
• Self-Paced
• Paid Course

Artificial Neural Networks (ANN) with Keras in Python and R

1026 ratings at Udemy

Understand Deep Learning and build Neural Networks using TensorFlow 2.0 and Keras in Python and R

• Udemy
• 8 hours 36 minutes
• Self-Paced
• Paid Course

Packt

Building and Training Neural Networks with PyTorch

13 ratings at Coursera

Master PyTorch for neural networks: classification, CNNs, object detection, style transfer, and RNNs. Hands-on exercises in data preparation, model building, and advanced techniques for image and audio processing.

• Coursera
• 7 hours 52 minutes
• Self-Paced
• Paid Course

EDUCBA

Deep Learning with TensorFlow: Build Neural Networks

13 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