Deep Learning Courses and Certifications

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

PyTorch and Deep Learning for Decision Makers

Explore PyTorch's ecosystem for AI applications, focusing on data quality, model selection, and deployment challenges to make informed decisions in integrating AI into business processes.

• edX
• 7 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

IIT Kharagpur;  NPTEL

Fuzzy Logic and Neural Networks

The working principles of two most popular applications of fuzzy sets, namely fuzzy reasoning and fuzzy clustering will be explained, and numerical examples will be solved.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

Coursera

Deep Learning with PyTorch

Master neural networks, CNNs, RNNs, and LSTMs using PyTorch for computer vision and NLP tasks with advanced optimization techniques and real-world applications.

• Coursera
• 1 day 2 hours 18 minutes
• 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

Advanced Chatbots with Deep Learning and Python

Develop advanced chatbots using deep learning and Python. Learn architecture, implementation, and real-world applications in healthcare, business, and e-commerce. Build and deploy intelligent conversational AI systems.

• Coursera
• 3 hours 38 minutes
• On-Demand
• Paid Course

Coursera

Machine/Deep Learning for Mining Quality Prediction-Enhanced

Train machine learning and deep learning models to predict Silica Concentrate in iron ore, enhancing mining efficiency with faster, accurate predictions compared to traditional methods.

• Coursera
• 2 hours 43 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 - Computer Vision for Beginners Using PyTorch

Master PyTorch and deep learning for computer vision. Build neural networks, implement CNNs, and apply skills to real-world datasets. Includes optional Python basics and data science libraries.

• Coursera
• 9 hours 40 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

Recommender Systems: An Applied Approach using Deep Learning

Develop advanced recommender systems using deep learning. Explore neural collaborative filtering, build an Amazon product recommendation system, and implement TensorFlow models for real-world applications.

• Coursera
• 3 hours 45 minutes
• On-Demand
• Paid Course

Packt

Advanced Machine Learning, Big Data, and Deep Learning

Master advanced ML techniques, big data processing with Apache Spark, and deep learning using TensorFlow/Keras for real-world AI applications and model deployment.

• Coursera
• 10 hours 45 minutes
• On-Demand
• Paid Course

Packt

Deep Learning with Keras and Practical Applications

Master deep learning with Keras: from wine quality prediction to advanced image classification using CNNs, transfer learning, and GPU acceleration. Optimize models, implement data augmentation, and deploy in real-world scenarios.

• Coursera
• 9 hours 44 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