Neural Networks Courses and Certifications

Packt

Recommender Systems Complete Course Beginner to Advanced

Master recommender systems from basics to advanced techniques. Learn filtering methods, deep learning models, and build real-world applications using TensorFlow. Gain practical skills for product recommendations and more.

• Coursera
• 9 hours 58 minutes
• Self-Paced
• Paid Course

Board Infinity Career Certificate

Machine Learning and Deep Learning for Software Engineers

Gain insights into integrating ML and deep learning into production systems using FastAPI, Docker, and MLOps tools like MLflow and DVC, building scalable, maintainable AI-powered applications.

• Coursera
• Self-Paced
• Paid Course
• 3 courses

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
• Self-Paced
• Paid Course

Coursera Career Certificate

Train, Tune, & Ship: End-to-End Machine Learning Engineering

Master the complete ML engineering lifecycle, from training and tuning models to deploying optimized, production-ready systems using PyTorch, TensorFlow, and scikit-learn.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 11 courses

Packt

Deep Learning - Crash Course 2023

Master deep learning fundamentals and tools. Build neural networks, explore activation functions, and apply TensorFlow 2.x for practical AI projects. Gain hands-on experience in data science and machine learning techniques.

• Coursera
• 14 hours 36 minutes
• Self-Paced
• 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
• Self-Paced
• Paid Course

Packt

Mastering Image Segmentation with PyTorch

Explore image segmentation with PyTorch, from basics to advanced techniques. Learn CNNs, semantic segmentation, and tackle real-world projects to master this crucial aspect of computer vision.

• Coursera
• 6 hours 29 minutes
• Self-Paced
• Paid Course

Coursera

Optimize AI Inference Speed & Accuracy

Master neural network optimization techniques to achieve 3-5x faster inference while maintaining accuracy across mobile, edge, and cloud deployments using profiling, pruning, and quantization.

• Coursera
• 4 hours 26 minutes
• Self-Paced
• Paid Course

Packt

Advanced RNN Concepts and Projects

Master advanced RNN concepts, implement GRUs and LSTMs, and apply them to real-world projects like text generation and stock price prediction using TensorFlow.

• Coursera
• 6 hours 28 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

Vision & Audio AI Systems

Master production-ready AI systems that unify visual and audio data through advanced multimodal techniques, ETL pipelines, fusion algorithms, and transformer fine-tuning.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 2 courses

Advanced Healthcare Analytics

Master neural networks, deep learning imaging, and clinical NLP to solve high-value healthcare problems while ensuring responsible AI deployment in regulated environments.

• Coursera
• 8 hours 7 minutes
• Self-Paced
• Paid Course

Packt

Deep Learning, NLP, and AI Applications

Explore neural networks, CNNs, RNNs, and transformers to build AI applications for image classification, NLP tasks, and real-world projects using TensorFlow and PyTorch.

• Coursera
• 18 hours 11 minutes
• Self-Paced
• 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
• Self-Paced
• Paid Course

Packt

AI Engineering and Deployment

Master TensorFlow, CNNs, RNNs, and AI agent frameworks like AutoGPT to build, deploy, and scale ML models with ethical considerations for real-world applications.

• Coursera
• 8 hours 58 minutes
• Self-Paced
• Paid Course

Packt

ChatGPT and Prompt Engineering With Advanced Data Analysis

Master ChatGPT and prompt engineering for business automation, data analysis, content creation, and machine learning integration across various professional applications.

• Coursera
• 8 hours 54 minutes
• Self-Paced
• Paid Course