Free Course Image TensorFlow complete course

Free online courseTensorFlow complete course

Duration of the online course: 6 hours and 52 minutes

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Build real neural networks with this free TensorFlow course—learn Python workflows, train models fast, and boost your ML skills with a shareable certificate.

In this free course, learn about

  • TensorFlow 2.0 basics: tensors, ops, eager execution, and core APIs
  • Build neural networks in Python with Keras (Sequential/Functional models)
  • Prepare data pipelines: loading, batching, shuffling, and normalization
  • Train models: loss functions, optimizers, metrics, epochs, and validation
  • Handle overfitting: regularization, dropout, early stopping, and callbacks
  • Tune hyperparameters: learning rate, batch size, model depth/width
  • Evaluate performance: test sets, confusion matrix basics, and error analysis
  • Save/load models: checkpoints, SavedModel format, and inference workflow
  • Use TensorBoard to visualize training curves and model graphs
  • Apply basic deep learning architectures for classification/regression tasks

Course Description

Learn how to turn ideas into working machine learning models using TensorFlow 2.0 and Python, one of the most widely used toolsets in modern Artificial Intelligence. This free online course is designed for beginners who want a practical, confidence-building path into neural networks without getting lost in theory. You will understand how data becomes input for a model, how training works, and how to evaluate results so you can make smarter improvements.

Instead of only explaining concepts, the course focuses on building intuition through hands-on practice. You will get comfortable with the end-to-end workflow: preparing data, defining model architectures, training efficiently, tracking performance, and troubleshooting common issues. By the end, you should be able to read TensorFlow code with clarity and create your own models for real scenarios, from simple predictions to more advanced deep learning tasks.

This learning experience fits well whether you are a student aiming to strengthen your portfolio, a developer adding AI capabilities to your toolkit, or a professional exploring the career opportunities opened by machine learning. TensorFlow skills are in demand across tech, product, data, and research teams, and learning the framework can help you speak the same language as AI practitioners and collaborate more effectively.

Because it is online and free, you can learn at your own pace and revisit key parts whenever you need a refresher. If a certificate is available on completion, it can be a useful way to document your progress and show commitment to continuous learning. Start building with TensorFlow and move from curiosity to capability with a guided, beginner-friendly approach.

Course content

  • Video class: TensorFlow 2.0 Complete Course - Python Neural Networks for Beginners Tutorial

    6h52m

This free course includes:

6 hours and 52 minutes of online video course

Digital certificate of course completion (Free)

Exercises to train your knowledge

100% free, from content to certificate

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