Deep Networks Courses and Certifications

Packt Microcredential

Deep Learning: Recurrent Neural Networks with Python

5 ratings at Coursera

Master RNNs, GRUs, and LSTMs for deep learning tasks. Build and implement neural networks using TensorFlow, culminating in projects like automatic book writing and stock price prediction.

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

Packt Microcredential

Keras Deep Learning & Generative Adversarial Networks (GAN)

Master deep learning with Keras and GANs. Build neural networks, predict outcomes, and generate realistic data. Gain expertise in AI-driven solutions for image generation and data augmentation.

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

Packt

Deep Learning - Artificial Neural Networks with TensorFlow

Explore deep learning and artificial neural networks using TensorFlow. Learn foundational concepts, implement ANN models, and optimize deep learning models through hands-on examples and practical applications.

• Coursera
• 7 hours 21 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

Deep Learning Frameworks and Neural Networks Simplified

Master advanced deep learning skills with TensorFlow, Keras, and neural networks. Build cutting-edge AI models, implement RNNs and LSTMs, and develop practical solutions for real-world challenges.

• Coursera
• 5 hours 22 minutes
• On-Demand
• Paid Course

Packt

Deep Learning: Convolutional Neural Networks with TensorFlow

Unlock the potential of deep learning by mastering Convolutional Neural Networks and Transfer Learning with hands-on TensorFlow and Keras experience for image and text classification.

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

Packt

Deep Learning - Recurrent Neural Networks with TensorFlow

Master recurrent neural networks for time series prediction and NLP tasks using TensorFlow. Implement advanced architectures like GRUs and LSTMs for stock forecasting, image classification, and text analysis.

• Coursera
• 5 hours 41 minutes
• On-Demand
• Paid Course

EDUCBA

Deep Learning with TensorFlow: Build Neural Networks

Master TensorFlow fundamentals and build neural networks from perceptrons to CNNs, implementing transfer learning for real-world image classification tasks.

• Coursera
• 5 hours 19 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

EDUCBA

Deep Learning: Build & Optimize Neural Networks

Master neural networks from foundations to advanced applications including computer vision, NLP with transformers, and recommender systems using PyTorch and real-world projects.

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

3Blue1Brown

Neural Networks and Deep Learning Fundamentals

Discover neural networks fundamentals and backpropagation through visual explanations, plus explore transformers and LLMs that power modern AI applications.

• YouTube
• 3 hours 4 minutes
• On-Demand
• Free Video

AI Workshop: Hands-on with GANs with Deep Convolutional Networks

11 ratings at LinkedIn Learning

Learn how to build and train deep convolutional generative adversarial networks (GANs) in this interactive, workshop-style coding course.

• LinkedIn Learning
• 1 hour 36 minutes
• On-Demand
• Free Trial Available

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

Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial

Learn to build and train neural networks using Keras and TensorFlow. Master data processing, CNN creation, fine-tuning, and transfer learning for practical deep learning applications.

• freeCodeCamp
• 2-3 hours
• On-Demand
• Free Video

How Deep Neural Networks Work - Full Course for Beginners

Comprehensive introduction to neural networks, covering their functionality, learning processes, and various types like CNNs and RNNs. Demystifies deep learning and explores its applications in robotics and AI.

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