Machine LearningBeginner
Machine Learning Crash Course
Google's fast-paced introduction to machine learning. Covers ML concepts, TensorFlow APIs, and real-world case studies. Written and maintained by Google engineers. Completely free.
Free course on Kaggle Learn
Intro to Deep Learning (Kaggle)
4 hours 4.7(31,000 reviews)Free
Kaggle Learn's Intro to Deep Learning course is a free, hands-on introduction to neural networks using TensorFlow and Keras. You learn about dense networks, convolutional networks (for images), and how to train models. All lessons run in Kaggle notebooks with real datasets. After finishing, you understand deep learning fundamentals and can build working neural networks. The course is practical, not theoretical. The main limitation: this is introductory. Advanced topics (RNNs, Transformers, GANs) require additional study.
About This Course
Kaggle Learn's introduction to deep learning with TensorFlow and Keras. Covers neural networks, dropout, batch normalization, and binary classification. Hands-on with real datasets.
Course Details
- Platform
- Kaggle Learn
- Language
- Machine Learning
- Level
- intermediate
- Duration
- 4h
- Certificate
- Yes, included
- Cost
- Free
Frequently Asked Questions
Is Kaggle's deep learning course free?
Yes, completely free.
Do I need ML experience first?
Helpful but not required. The course teaches DL from scratch.
What frameworks does it teach?
TensorFlow and Keras, which are industry standard for deep learning.
Is this hands-on enough?
Yes, you build models in every lesson. Real mastery comes from your own projects.
What's next after this?
Advanced deep learning (RNNs, Transformers), Computer Vision, or NLP.
More Machine Learning Courses
freeCodeCampCertificate
Machine LearningIntermediate
Machine Learning with Python
freeCodeCamp's machine learning curriculum. Covers TensorFlow, neural networks, natural language processing, and reinforcement learning. Build and train models through five certification projects. Free certificate.
edXCertificate
Machine LearningIntermediate
HarvardX Data Science Professional Certificate
Harvard's 9-course data science certificate on edX. Covers R programming, data visualisation, probability, inference, regression, machine learning, and capstone.