Multilayer Perceptrons Courses and Certifications

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

Introduction to Machine Learning

3812 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 47 minutes
• On-Demand
• Paid Course

NPTEL-NOC IITM

Neural Networks: Introduction to Artificial Neural Networks and Multilayer Perceptrons

Master the fundamentals of Neural Networks, including neuron structure, ANN components, training processes, and classification techniques.

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

Microcredential

Neural Networks from Scratch using Python and Numpy

Master neural network fundamentals by building from scratch with Python and NumPy, covering neurons, backpropagation, and real-world applications.

• CodeSignal
• 10 hours
• On-Demand
• Free Certificate
• 4 courses

Training Neural Networks: the Backpropagation Algorithm

Master backpropagation and gradient descent to train neural networks effectively through hands-on implementation of loss functions, optimizers, and complete training loops.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Microcredential

Build a Neural Network from Scratch in Javascript

Master neural network fundamentals by coding from scratch in JavaScript, covering neurons, backpropagation, and real-world ML applications without relying on black boxes.

• CodeSignal
• 10 hours
• On-Demand
• Free Certificate
• 4 courses

Machine Learning Optimization Using Genetic Algorithm

377 ratings at Udemy

Learn how to optimize Machine Learning algorithms' performances and apply feature selection using Genetic Algorithm

• Udemy
• 6 hours 33 minutes
• On-Demand
• Paid Course

Advanced Neural Networks in R - A Practical Approach

29 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

EDUCBA

Deep Learning with R: Build & Predict Neural Networks

Master neural network development in R through hands-on data preparation, visualization, regression modeling, and deep learning implementation with practical predictive applications.

• Coursera
• 9 hours 48 minutes
• On-Demand
• Paid Course

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

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

Let's Build Pipeline Parallelism from Scratch - Tutorial

1 review

Master pipeline parallelism by building distributed AI training systems from scratch, implementing GPipe micro-batching and 1F1B algorithms across multiple GPUs step-by-step.

• freeCodeCamp
• 3 hours 22 minutes
• On-Demand
• Free Video

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

Master PyTorch neural networks: MLPs, CNNs, RNNs, transformers (BERT/GPT), and multimodal models like CLIP for AI applications in vision, NLP, and beyond.

• Codecademy
• 2 hours
• On-Demand
• Free Trial Available