Neural Networks Courses and Certifications

Artificial Intelligence Foundations: Neural Networks

647 ratings at LinkedIn Learning

Learn the fundamental techniques and principles behind artificial neural networks.

• LinkedIn Learning
• 1 hour 45 minutes
• On-Demand
• Free Trial Available

Andrej Karpathy

Intro to Neural Networks and Backpropagation - Building Micrograd

Step-by-step guide to neural networks and backpropagation, covering core concepts, implementation in Python, and practical exercises. Ideal for beginners with basic Python knowledge.

• YouTube
• 2 hours 26 minutes
• On-Demand
• Free Video

Coding Train

Neural Networks - The Nature of Code

Dive into neural networks from perceptrons to backpropagation with hands-on coding examples, matrix math, and practical projects like doodle classification.

• YouTube
• 8 hours 48 minutes
• On-Demand
• Free Video

Coding Train

Neural Networks - Intelligence and Learning - Session 4

Dive into neural networks fundamentals, from perceptrons to multilayer networks, matrix math, feedforward algorithms, and backpropagation with hands-on coding challenges.

• YouTube
• 6 hours 51 minutes
• On-Demand
• Free Video

3Blue1Brown

Neural Networks and Deep Learning Fundamentals

Discover neural networks fundamentals and backpropagation through visual explanations, plus explore transformers and LLMs that power modern AI applications.

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

Artificial Intelligence

215 reviews

This course introduces students to the basic knowledge representation, problem solving, and learning methods of artificial intelligence.

• MIT OpenCourseWare
• 24 hours
• On-Demand
• Free Video

Neural Networks Demystified

In this short series, we will build and train a complete Artificial Neural Network in python.

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

Neural Networks from Scratch in Python

Build and understand neural networks from the ground up, covering key concepts like neurons, layers, activation functions, and loss calculation in Python.

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

Training Neural Networks in Python

278 ratings at LinkedIn Learning

Take a deep dive into the inner workings of neural networks by learning how to create one from scratch in Python.

• LinkedIn Learning
• 2 hours 7 minutes
• On-Demand
• Free Trial Available

LinkedIn AI Academy AI-100: 2 Supervised Learning with Neural Networks

170 ratings at LinkedIn Learning

Get a foundational understanding of neural networks from two LinkedIn AI engineers.

• LinkedIn Learning
• 1 hour 9 minutes
• On-Demand
• Free Trial Available

Neural Networks for Computer Vision and Natural Language Processing

Master neural networks for computer vision and NLP through 12 weeks of deep learning fundamentals, CNNs, transformers, generative models, and multimodal analysis applications.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

How Deep Neural Networks Work - Full Course for Beginners

Comprehensive introduction to neural networks, covering their functionality, learning processes, and various types like CNNs and RNNs. Demystifies deep learning and explores its applications in robotics and AI.

• freeCodeCamp
• 3-4 hours
• On-Demand
• Free Video

Neural Networks Basic Concepts: Wolfram U Class

Explore neural network fundamentals and train a convolutional network using Wolfram Language. Learn to build, train, and deploy sophisticated AI models without low-level programming.

• Wolfram U
• 17 minutes
• On-Demand
• Free Online Course

Introduction to Neural Networks: Wolfram U

Explore neural networks using Wolfram Language: build, train, and evaluate a digit classifier while learning about layers, encoders, decoders, and pre-trained networks.

• Wolfram U
• 47 minutes
• On-Demand
• Free Online Course

Building and Training Basic Neural Networks: Wolfram U Class

Explore neural network construction using Wolfram Language, covering data conversion, layer types, loss specification, and practical applications in logistic classification and image recognition.

• Wolfram U
• 28 minutes
• On-Demand
• Free Online Course