Neural Networks Courses and Certifications

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

Machine Learning & Neural Networks without Libraries – No Black Box Course

Hands-on machine learning course focusing on building a drawing recognition web app. Covers advanced techniques, neural networks, and data analysis without using libraries.

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

Microcredential

Advance Your Skills in Deep Learning and Neural Networks

The hottest new frontier in the universe of AI and machine learning is in deep learning and neural networks. This learning path is your entryway into the tools, concepts, and finer points of computer vision, natural language processing, and more.

• LinkedIn Learning
• On-Demand
• Free Trial Available
• 9 courses

Introduction to Neural Networks in Wolfram Language: Wolfram U Class

Explore neural networks using Wolfram Language, from pre-built models to creating custom networks. Learn data representation, encoders, decoders, and practical applications in image, audio, and language processing.

• Wolfram U
• 2 hours
• On-Demand
• Free Certificate

Serrano.Academy

A Friendly Introduction to Recurrent Neural Networks

2 reviews

Explore how computers predict and generate sequences using Recurrent Neural Networks. Learn about vectors, neural networks, and practical applications in cooking, weather, and more.

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

Alexander Amini;  MIT

MIT: Recurrent Neural Networks

2 reviews

Explore deep sequence modeling with recurrent neural networks, including LSTMs and attention mechanisms. Learn to tackle challenges like vanishing gradients and long-term dependencies in sequence tasks.

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

Introduction to Artificial Intelligence (AI)

22705 ratings at Coursera

Explore AI fundamentals, applications, and ethical considerations. Learn about machine learning, neural networks, and generative AI. Gain insights into AI's impact on various industries and future career opportunities.

• Coursera
• 12 hours 58 minutes
• On-Demand
• Paid Course

Fundamentals of Neuroscience, Part 2: Neurons and Networks.

7 reviews

Discover how neurons work together to create complex networks inside the brain.

• edX
• 6 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

IBM Generative AI Engineering

98690 ratings at Coursera

Master generative AI engineering through hands-on projects using Python, transformers, and LLMs. Build real-world applications with BERT, GPT, and LangChain while learning essential skills in NLP, machine learning, and deep learning.

• Coursera
• 24 weeks, 6 hours a week
• On-Demand
• Paid Course
• 16 courses

Networks Thinking Themselves - The Science of Brain and Knowledge Networks

Explore the interconnected networks in our universe, focusing on brain networks and their role in learning. Discover how network science illuminates knowledge acquisition and neural system development.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Discover AI

Hallucinate.DELETE - We Found the H-Neurons

Discover how researchers identified specific "H-Neurons" responsible for AI hallucinations and explore the possibility of surgically removing an LLM's capacity to lie.

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

Great Learning

Back Propagation

Comprehensive exploration of backpropagation in neural networks, covering its principles, algorithm, types, advantages, and disadvantages for effective machine learning model training.

• YouTube
• 1 hour 40 minutes
• On-Demand
• Free Video

Great Learning

Bank Defaulters Using ANN

Learn to build and apply Artificial Neural Networks for predicting bank defaulters using Keras, covering ANN architecture, activation functions, backpropagation, and practical demonstrations.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

A Roadmap for Reverse-Architecting the Brain’s Neocortex

Explore a roadmap for reverse-engineering the neocortex, from biological observations to computational primitives and functional building blocks, towards developing biologically plausible neural networks for unsupervised learning.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Churchill CompSci Talks

Deep Learning with the Analytical Engine

Explore the potential of the Analytical Engine for deep learning, blending 19th-century mechanical computing with modern AI concepts in this Victorian-era adventure.

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