Activation Functions Courses and Certifications

Packt

Foundations and Core Concepts of PyTorch

50 ratings at Coursera

Master PyTorch fundamentals: from setup to advanced modeling. Build neural networks, optimize performance, and apply deep learning techniques to real-world problems using hands-on exercises and practical implementations.

• Coursera
• 6 hours 49 minutes
• On-Demand
• Paid Course

Deep Learning Fundamentals with Keras

31 ratings at edX

New to deep learning? Start with this course, that will not only introduce you to the field of deep learning but give you the opportunity to build your first deep learning model using thepopular Keras library.

• edX
• 5 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Convolutional Neural Networks: Deep Learning

25 ratings at Udemy

Gain a comprehensive understanding of CNNs and apply this knowledge to develop a project

• Udemy
• 3 hours 4 minutes
• On-Demand
• Paid Course

Packt Microcredential

Deep Learning with TensorFlow

5 ratings at Coursera

Master deep learning with TensorFlow through ANNs, RNNs, and CNNs. Build models for image classification, time series prediction, and NLP using real datasets and optimization techniques.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Whizlabs

NVIDIA: Fundamentals of Deep Learning

Dive into fundamental deep learning concepts, from neuron processing to CNNs and transfer learning, with hands-on demos using MNIST datasets and image recognition applications.

• Coursera
• 3 hours 44 minutes
• On-Demand
• Paid Course

Packt

Foundations of Deep Learning and Neural Networks

Master deep learning fundamentals, from neural network basics to advanced CNNs. Explore backpropagation, regularization techniques, and practical applications using TensorFlow and Keras. Ideal for tech professionals and students.

• Coursera
• 14 hours 19 minutes
• On-Demand
• Paid Course

Master custom neural network design by comparing CNNs, RNNs, and Transformers, then build optimized PyTorch architectures with proper layers, activations, and regularization techniques.

• Coursera
• 1 hour 44 minutes
• On-Demand
• Paid Course

Whizlabs

Fundamentals of Deep Learning

Master neural networks, CNNs, and transfer learning through hands-on training and evaluation of deep learning models for real-world image classification problems.

• Coursera
• 5 hours 30 minutes
• On-Demand
• Paid Course

Coursera

Optimize Deep Learning: Tune PyTorch Models

Master PyTorch Lightning to implement custom callbacks, debug training issues, and optimize deep learning models for stable, production-ready performance.

• Coursera
• 3 hours 40 minutes
• On-Demand
• Paid Course

EDUCBA

Analyze and Build Deep Learning Models with TensorFlow

Master deep learning fundamentals and build practical TensorFlow models with hands-on implementation of neural networks, optimization techniques, and real-world applications.

• Coursera
• 4 hours 35 minutes
• On-Demand
• Paid Course

Yannic Kilcher

SIREN - Implicit Neural Representations with Periodic Activation Functions

Explore SIREN neural networks for representing complex signals like images and 3D shapes. Learn about their unique periodic activation functions, initialization, and applications in solving differential equations.

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

Neural Networks and Convolutional Neural Networks Essential Training

530 ratings at LinkedIn Learning

Take a deep dive into neural networks and convolutional neural networks, two key concepts in the area of machine learning.

• LinkedIn Learning
• 1 hour 19 minutes
• On-Demand
• Free Trial Available

CodeEmporium

Deep Learning 201 - Mathematical Foundations

Dive into neural networks' mathematical foundations covering activation functions, optimizers, CNNs, RNNs, LSTMs, GANs, and VAEs with practical explanations.

• YouTube
• 2 hours 19 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