DeepLearning.AI Courses

Advanced Learning Algorithms

5152 ratings at Coursera

DeepLearning.AI offers a 4-week course on advanced learning algorithms, covering neural networks, TensorFlow, decision trees, and best practices for machine learning. Taught by AI expert Andrew Ng.

• Coursera
• 1 day 10 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Machine Learning in Production

2830 ratings at Coursera

DeepLearning.AI offers a 3-week course on implementing machine learning in production, covering project scoping, data needs, modeling strategies, and deployment requirements.

• Coursera
• 11 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Unsupervised Learning, Recommenders, Reinforcement Learning

2652 ratings at Coursera

Learn unsupervised learning techniques, build recommender systems, and deep reinforcement learning models with DeepLearning.AI's 3-week course, taught by AI visionary Andrew Ng.

• Coursera
• 1 day 3 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

Generative AI with Large Language Models

2127 ratings at Coursera

DeepLearning.AI offers a 3-week intermediate course on Generative AI with Large Language Models. Learn to understand, deploy, and optimize AI models, with a focus on real-world applications.

• Coursera
• 16 hours 36 minutes
• On-Demand
• Free Online Course (Audit)

Build Basic Generative Adversarial Networks (GANs)

1877 ratings at Coursera

DeepLearning.AI offers a 4-week course on Generative Adversarial Networks (GANs), covering foundational concepts to advanced techniques, with hands-on experience in PyTorch.

• Coursera
• 1 day 5 hours 46 minutes
• On-Demand
• Free Online Course (Audit)

Natural Language Processing with Probabilistic Models

1658 ratings at Coursera

This is the Course 2 of the Natural Language Processing Specialization, offered by deeplearning.ai

• Coursera
• 1 day 6 hours 25 minutes
• On-Demand
• Free Online Course (Audit)

Linear Algebra for Machine Learning and Data Science

1293 ratings at Coursera

DeepLearning.AI's 4-week course offers a comprehensive understanding of linear algebra for machine learning and data science. Master vector and matrix operations, linear transformations, and eigenvalues.

• Coursera
• 1 day 10 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

Generative AI for Everyone

1166 ratings at Coursera

Instructed by AI pioneer Andrew Ng, Generative AI for Everyone offers his unique perspective on empowering you and your work with generative AI. Andrew will guide you through how generative AI works and what it can (and can’t) do. It includes hands-on ex…

• Coursera
• 5 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

IA para todos

1137 ratings at Coursera

DeepLearning.AI offers a 4-week course in Spanish, ideal for non-technical professionals to understand AI, its applications, and how to implement AI strategies in their organization.

• Coursera
• 6 hours 20 minutes
• On-Demand
• Free Online Course (Audit)

Natural Language Processing with Sequence Models

1100 ratings at Coursera

Learn to train neural networks for sentiment analysis, text generation, and entity recognition in this 4-week course by DeepLearning.AI. Also, design NLP applications like chatbots.

• Coursera
• 21 hours 14 minutes
• On-Demand
• Free Online Course (Audit)

Custom Models, Layers, and Loss Functions with TensorFlow

986 ratings at Coursera

DeepLearning.AI offers a 5-week course on advanced TensorFlow techniques. Learn to build custom models, layers, and loss functions, and explore Functional and Sequential APIs. Ideal for software and machine learning engineers.

• Coursera
• 1 day 7 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

Natural Language Processing with Attention Models

976 ratings at Coursera

DeepLearning.AI offers a 4-week course on Natural Language Processing with attention models. Learn to translate English to German, summarize text, answer questions using T5 and BERT models, and build a chatbot.

• Coursera
• 1 day 2 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Browser-based Models with TensorFlow.js

966 ratings at Coursera

Learn to deploy machine learning models in any browser using TensorFlow.js with DeepLearning.AI's 4-week course. Includes a computer vision project.

• Coursera
• 18 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning Data Lifecycle in Production

819 ratings at Coursera

DeepLearning.AI offers a 4-week course on building data pipelines, implementing feature engineering with TensorFlow, and establishing data lifecycle for machine learning production.

• Coursera
• 21 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

AI for Medical Prognosis

757 ratings at Coursera

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
• 1 day 5 hours 44 minutes
• On-Demand
• Free Online Course (Audit)