Neural Networks Courses and Certifications

Interpretable Machine Learning

30 ratings at Coursera

Develop transparent and trustworthy AI solutions using interpretable machine learning techniques. Master regression models, decision trees, neural networks, and mechanistic interpretability for responsible AI in high-risk domains.

• Coursera
• 13 hours 33 minutes
• Self-Paced
• Paid Course

Explainable Machine Learning (XAI)

27 ratings at Coursera

Develop transparent and trustworthy AI solutions using explainable machine learning techniques. Implement local and global explainability methods, visualize neural networks, and explore emerging approaches for large language models.

• Coursera
• 14 hours 48 minutes
• Self-Paced
• Paid Course

Programming Transformer Neural Networks with PyTorch

Master Transformer Neural Networks with PyTorch by building models from scratch, exploring pre-trained options, and implementing NLP applications like text generation.

• Udacity
• 4 hours
• Self-Paced
• Paid Course

Building Convolutional Neural Networks for Computer Vision

Master CNNs for computer vision—build models from scratch, apply transfer learning, explore autoencoders, object detection, and semantic segmentation using PyTorch.

• Udacity
• 13 hours
• Self-Paced
• Paid Course

Learn TensorFlow.js - Deep Learning and Neural Networks with JavaScript

Explore client-side neural networks using TensorFlow.js. Build and deploy a web app for image classification, covering model conversion, tensor operations, and running MobileNet in the browser.

• freeCodeCamp
• 1-2 hours
• Self-Paced
• Free Video

Classify Images with TensorFlow Convolutional Neural Networks

In this lab, you'll learn about how to use convolutional neural networks to improve your image classification models.

• Google Skills
• 1-2 hours
• Self-Paced
• Paid Course

An Overview of Deep Neural Networks Applications: Wolfram U Class

Explore deep neural network applications through examples, including image classification and speech recognition. Learn about building the ImageIdentify function using Wolfram's neural network framework.

• Wolfram U
• 23 minutes
• Self-Paced
• Free Online Course

5 Minutes Engineering

Complete Deep Learning Course - Artificial Intelligence, Machine Learning, and Neural Networks Explained in Hindi

Discover comprehensive deep learning fundamentals including neural networks, backpropagation, RNNs, and GANs through Hindi explanations with practical examples and solved problems.

• YouTube
• 7 hours 32 minutes
• Self-Paced
• Free Video

Stanford CS224N - Natural Language Processing with Deep Learning 2023

Master cutting-edge neural networks for NLP, from word vectors to Transformers, with hands-on tutorials covering RNNs, attention mechanisms, and modern language models.

• YouTube
• 1 day 5 hours 12 minutes
• Self-Paced
• Free Video

Stanford CS224N - Natural Language Processing with Deep Learning - Winter 2021

Master neural networks, transformers, and attention mechanisms for text processing, translation, and language generation through Stanford's comprehensive deep learning approach.

• YouTube
• 1 day 7 hours 31 minutes
• Self-Paced
• Free Video

Introduction to Artificial Intelligence

71 ratings at Coursera

Explore AI fundamentals, from machine learning to AGI, gaining practical insights into its applications, ethical implications, and transformative potential across industries and society.

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

Introduction to Artificial Intelligence

8868 ratings at Great Learning

Discover the fundamentals of AI, neural networks, and computer vision through practical use cases and real-world applications in this comprehensive introduction.

• Great Learning
• 1 hour 30 minutes
• Self-Paced
• Free Online Course

Machine Teaching for Autonomous AI

47 ratings at Coursera

Explore machine teaching for AI, learn to design autonomous systems outperforming current capabilities. Analyze use cases, interview experts, and propose real-world AI solutions.

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

Health Data Science Foundation

30 ratings at Coursera

Explore health data science, machine learning basics, and deep neural networks for medical applications through lectures, labs, and hands-on projects. Gain practical skills in developing deep learning models for healthcare problems.

• Coursera
• 1 day 10 minutes
• Self-Paced
• Paid Course

Machine Learning & Deep Learning in Python & R

5988 ratings at Udemy

Covers Regression, Decision Trees, SVM, Neural Networks, CNN, Time Series Forecasting and more using both Python & R

• Udemy
• 1 day 9 hours 12 minutes
• Self-Paced
• Paid Course