Neural Networks Courses and Certifications

Generative AI in 2025 - Overview and Practice

Explore the fundamentals, applications, and future trajectory of generative AI while gaining practical skills to effectively leverage this transformative technology.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Generative AI - The Next Frontier: Voice, Video, and More

Explore cutting-edge AI technologies for generating voice and video content, while mastering multimodal applications and preparing for future developments in content creation.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

London School of Economics and Political Science

Machine Learning: Practical Applications

Acquire technical machine learning skills to solve business challenges using regression, classification, neural networks, and R programming for data-driven decision making.

• GetSmarter
• 8 weeks, 9 hours a week
• 24th Jun, 2026
• Paid Course

Introduction to PyTorch Tensors

Master PyTorch tensors through hands-on practice, from basic operations to advanced manipulations. Build a strong foundation in tensor operations, reshaping, and neural network processing for deep learning applications.

• CodeSignal
• 3 hours
• 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
• 3 hours
• On-Demand
• Free Certificate

Modeling the Wine Dataset with PyTorch

Master PyTorch by building a wine classification model, from data preprocessing through model evaluation, visualization, and deployment - all using practical hands-on techniques.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

PyTorch Techniques for Model Optimization

Master advanced PyTorch optimization techniques including regularization, dropout, batch normalization, and learning rate scheduling to enhance model performance and prevent overfitting.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Advanced Modeling for Text Classification

Master advanced text classification using ensemble methods, deep learning, and neural networks with Python and TensorFlow. Build robust models using bagging, voting classifiers, gradient boosting, and RNNs for improved performance.

• CodeSignal
• 6 hours
• On-Demand
• Free Certificate

Enigmatic Autoencoders for Dimensionality Reduction

Dive into the world of autoencoders, mastering neural network architecture, forward propagation, and hyperparameter optimization for effective data compression and reconstruction techniques.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Introduction to TensorFlow Basics

Master TensorFlow fundamentals through hands-on practice with tensors, neural networks, and data processing. Build practical skills in tensor operations, shape manipulation, and creating basic neural network architectures.

• CodeSignal
• 3 hours
• 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
• 3 hours
• On-Demand
• Free Certificate

Modeling the Iris Dataset with TensorFlow

Master TensorFlow fundamentals through hands-on practice with the Iris dataset, covering data preprocessing, model building, performance evaluation, early stopping implementation, and model deployment techniques.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

TensorFlow Techniques for Model Optimization

Master advanced TensorFlow optimization techniques, from regularization and dropout implementation to callback utilization and Scikit-Learn integration, enhancing model performance and preventing overfitting.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Classify Images with TensorFlow Convolutional Neural Networks

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you'll learn about how to use convolutional neural networks to improve your image classification models.

• Coursera
• 1 hour 15 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