Activation Functions Courses and Certifications

Introduction to Neural Networks with TensorFlow

Master neural networks and deep learning fundamentals using TensorFlow, from data preprocessing to model training. Build and optimize architectures, implement activation functions, and enhance model performance with the Digits dataset.

• CodeSignal
• On-Demand
• Free Certificate

Neural Networks Basics from Scratch

Master neural network fundamentals by building core AI components from scratch, including perceptrons, activation functions, and backpropagation - all without relying on high-level libraries.

• CodeSignal
• On-Demand
• Free Certificate

Building a Neural Network in TensorFlow

Master TensorFlow fundamentals and build neural networks through hands-on coding. Create, train, and evaluate models for binary classification while learning essential concepts like layers, activation functions, and predictions.

• CodeSignal
• On-Demand
• Free Certificate

Building a Neural Network in PyTorch

Master PyTorch neural networks from scratch - build, train, and evaluate models through hands-on examples covering network architecture, sequential models, training loops, and performance metrics.

• CodeSignal
• On-Demand
• Free Certificate

Deep Learning

1 review

Explore neural networks, CNNs, RNNs, transformers, generative models, and advanced techniques in this comprehensive introduction to deep learning for aspiring ML engineers and data scientists.

• Coursera
• 2 days 9 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Build, Train and Deploy ML Models with Keras on Google Cloud

2775 ratings at Coursera

Learn to design, build, and scale ML models using TensorFlow and Keras. Covers data pipelines, neural networks, and training on Vertex AI for efficient, large-scale machine learning projects.

• Coursera
• 13 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Neural Networks and PyTorch

1736 ratings at Coursera

Learn to build and train deep neural networks using PyTorch, covering tensors, linear regression, logistic regression, CNNs, and transfer learning for practical AI applications.

• Coursera
• 17 hours 14 minutes
• On-Demand
• Free Online Course (Audit)

Deep Learning: Visual Exploration

194 ratings at Udemy

Deep neural networks visually explained in plain english & without complex math

• Udemy
• 4 hours 2 minutes
• On-Demand
• Paid Course

The Complete Healthcare Artificial Intelligence Course 2022

63 ratings at Udemy

Creating powerful AI model for Real-World Healthcare applications with Data Science, Machine Learning and Deep Learning

• Udemy
• 19 hours
• On-Demand
• Paid Course

Introduction to Deep Learning with Keras

25 ratings at DataCamp

Learn to start developing deep learning models with Keras.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Introduction to TensorFlow in Python

21 ratings at DataCamp

Learn the fundamentals of neural networks and how to build deep learning models using TensorFlow.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Convolutional Neural Networks: Deep Learning

9 ratings at Udemy

Learn in-depth and implement CNN using Python for a project.

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

Deep Learning with PyTorch

Advance your deep learning skills with PyTorch, covering neural networks, convolutional architectures, and advanced techniques through hands-on exercises and a final CNN project.

• Coursera
• 20 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Foundations and Core Concepts of PyTorch

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 35 minutes
• On-Demand
• Free Online Course (Audit)

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 4 minutes
• On-Demand
• Free Online Course (Audit)