deeplearning.ai Courses

Neural Networks and Deep Learning

15 reviews

If you want to break into cutting-edge AI, this course will help you do so. Deep learning engineers are highly sought after, and mastering deep learning will give you numerous new career opportunities. Deep learning is also a new "superpower" that will l…

• Coursera
• 27 hours worth of material, 4 weeks long
• 3 days from now (1st Nov)
• Free Online Course (Audit)

AI For Everyone

6 reviews

AI is not only for engineers. If you want your organization to become better at using AI, this is the course to tell everyone--especially your non-technical colleagues--to take. In this course, you will learn: - The meaning behind common AI terminolog…

• Coursera
• 11 hours worth of material, 4 weeks long
• 1 week from now (8th Nov)
• Free Online Course (Audit)

Sequence Models

4 reviews

This course will teach you how to build models for natural language, audio, and other sequence data. Thanks to deep learning, sequence algorithms are working far better than just two years ago, and this is enabling numerous exciting applications in speec…

• Coursera
• 40 hours worth of material, 4 weeks long
• 3 days from now (1st Nov)
• Free Online Course (Audit)

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

3 reviews

This course will teach you the "magic" of getting deep learning to work well. Rather than the deep learning process being a black box, you will understand what drives performance, and be able to more systematically get good results. You will also learn T…

• Coursera
• 25 hours worth of material, 3 weeks long
• 3 days from now (1st Nov)
• Free Online Course (Audit)

Structuring Machine Learning Projects

3 reviews

You will learn how to build a successful machine learning project. If you aspire to be a technical leader in AI, and know how to set direction for your team's work, this course will show you how. Much of this content has never been taught elsewhere, and…

• Coursera
• 8 hours worth of material, 2 weeks long
• 3 days from now (1st Nov)
• Free Online Course (Audit)

Natural Language Processing in TensorFlow

2 reviews

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for mach…

• Coursera
• 14 hours worth of material, 4 weeks long
• 5 days from now (3rd Nov)
• Free Online Course (Audit)

Convolutional Neural Networks in TensorFlow

1 review

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for mach…

• Coursera
• 27 hours worth of material, 4 weeks long
• 3 days from now (1st Nov)
• Free Online Course (Audit)

AI for Medical Diagnosis

1 review

In this course, you will create convolutional neural network image classification and segmentation models to make diagnoses of lung and brain disorders.

• Coursera
• 20 hours worth of material, 3 weeks long
• 3 days from now (1st Nov)
• Free Online Course (Audit)

Optimize ML Models and Deploy Human-in-the-Loop Pipelines

1 review

In the third course of the Practical Data Science Specialization, you will learn a series of performance-improvement and cost-reduction techniques to automatically tune model accuracy, compare prediction performance, and generate new training data with h…

• Coursera
• 14 hours worth of material, 3 weeks long
• 3 days from now (1st Nov)
• Free Online Course (Audit)

Build Basic Generative Adversarial Networks (GANs)

In this course, you will: - Learn about GANs and their applications - Understand the intuition behind the fundamental components of GANs - Explore and implement multiple GAN architectures - Build conditional GANs capable of generating examples from deter…

• Coursera
• 35 hours worth of material, 4 weeks long
• 3 days from now (1st Nov)
• Free Online Course (Audit)

Introduction to Machine Learning in Production

In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, modeling strategies, and deployment constraints and re…

• Coursera
• 10 hours worth of material, 3 weeks long
• 3 days from now (1st Nov)
• Free Online Course (Audit)

Browser-based Models with TensorFlow.js

Bringing a machine learning model into the real world involves a lot more than just modeling. This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model. In this first course, you’ll…

• Coursera
• 18 hours worth of material, 4 weeks long
• 3 days from now (1st Nov)
• Free Online Course (Audit)

AI for Medical Prognosis

In this course, you will build risk models and survival estimators for heart disease using statistical methods and a random forest predictor to determine patient prognosis.

• Coursera
• 30 hours worth of material, 4 weeks long
• 3 days from now (1st Nov)
• Free Online Course (Audit)

Device-based Models with TensorFlow Lite

Bringing a machine learning model into the real world involves a lot more than just modeling. This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model. This second course teaches y…

• Coursera
• 11 hours worth of material, 4 weeks long
• 3 days from now (1st Nov)
• Free Online Course (Audit)

AI For Medical Treatment

In this course, you will build a treatment effect predictor, apply model interpretation techniques and use natural language processing to extract information from radiology reports.

• Coursera
• 23 hours worth of material, 3 weeks long
• 3 days from now (1st Nov)
• Free Online Course (Audit)