Multilayer Perceptrons Courses and Certifications

Introduction to Machine Learning

3629 ratings at Coursera

Foundational understanding of machine learning models, hands-on implementation with PyTorch, and applications across industries from medical diagnostics to image recognition and text prediction.

• Coursera
• 1 day 1 hour 32 minutes
• On-Demand
• Free Online Course (Audit)

Advanced Neural Networks in R - A Practical Approach

27 ratings at Udemy

Boost your data science skills - learn to build and train complex neural network using the R program

• Udemy
• 3 hours 11 minutes
• On-Demand
• Paid Course

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

Training Neural Networks in C++

35 ratings at LinkedIn Learning

Learn about the components of a neural network, as well as how to build and train one in C++.

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

Artificial Neural Networks

A quick dive into a cutting-edge computational method for learning.

• Brilliant
• 20-30 hours
• On-Demand
• Paid Course

Simons Institute

The Prefrontal Cortex as a Meta-Reinforcement Learning System

Explore the prefrontal cortex's role in meta-reinforcement learning, connecting neuroscience and AI through recurrent neural networks and cognitive tasks like Harlow's experiment.

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

Paul Hand

Neural Network Architectures for Images

Explore neural network architectures for image processing, including classification, segmentation, and enhancement. Learn about CNNs, ResNets, autoencoders, and their applications in various imaging tasks.

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

Andrej Karpathy

Building Makemore - Activations & Gradients, BatchNorm

Explore MLP internals, activations, gradients, and BatchNorm. Learn to diagnose deep networks, understand training challenges, and implement modern techniques for improved performance.

• YouTube
• 1 hour 56 minutes
• On-Demand
• Free Video

Training Neural Networks in Python

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

• LinkedIn Learning
• 2-3 hours
• On-Demand
• Free Trial Available

3Blue1Brown

How LLMs Might Store Facts - Multilayer Perceptrons in Transformers

Explores how large language models potentially store factual information, focusing on multilayer perceptrons in transformers and the concept of superposition in neural networks.

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

Center for Language & Speech Processing(CLSP), JHU

Neural Networks for Speech Recognition - 2013

Explore the evolution of neural networks in speech recognition, from early experiments to modern hybrid HMM/MLP approaches, with insights from a leading expert in the field.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Emergence and Grokking in Simple Neural Architectures

Dive into emergence and grokking in simple neural architectures. Explore MLPs' remarkable behaviors, feature-learning kernel machines, and their implications for understanding modern deep learning phenomena.

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

Institute for Pure & Applied Mathematics (IPAM)

Scaling Insights from Infinite-Width Theory for Next Generation Architectures and Learning Paradigms

Explore scaling insights from infinite-width theory for advanced architectures and learning paradigms. Gain understanding of optimal scaling rules across various models and their impact on training stability and generalization.

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