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Learn Deep Learning online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
Université de Montréal
In the last six years, the financial sector has seen an increase in the use of machine learning models in financial, banking and insurance contexts. Data science and advanced analytics teams in the financial and insurance community are implementing these models regularly and have found a place for…
IBM
A short hands-on project: Artificial Intelligence, Natural Language Processing, Python.
MIT OpenCourseWare
This is a fast-paced introduction to deep learning with an emphasis on developing a practical understanding of how to build models to solve complex problems involving unstructured data. Topics include the basics of deep neural networks and how to set up and train them, convolutional networks to pro…
In this intermediate deep learning tutorial, you will learn how to go from reading a paper on deep deterministic policy gradients to implementing the concepts in Tensorflow. This process can be applied to any deep learning paper, not just deep reinforcement learning. In the second part, you will le…
IBM
A short hands-on project: Artificial Intelligence, Deep Learning, Generative AI.
Politecnico di Milano
This course will address the hardware technologies for machine and deep learning (from the units of an Internet-of-Things system to a large-scale data centers) and will explore the families of machine and deep learning platforms (libraries and frameworks) for the design and development of smart app…
Tsinghua University
The "Big Data Machine Learning" course is a basic theoretical course for senior undergraduates or graduate students in the information discipline. The purpose is to cultivate students to have an in-depth understanding of the theoretical basis of big data machine learning, a firm grasp of big data m…
École polytechnique fédérale de Lausanne
Learn how to digitally reconstruct a single neuron to better study the biological mechanisms of brain function, behaviour and disease.
IBM
A short hands-on project: NLP, Python.
Google Cloud
This course introduces the products and solutions to solve NLP problems on Google Cloud. Additionally, it explores the processes, techniques, and tools to develop an NLP project with neural networks by using Vertex AI and TensorFlow. - Recognize the NLP products and the solutions on Google Cloud. -…
IBM
Ready to apply your AI skills in a real-world scenario you can showcase in your portfolio? During this project, you’ll work with the deep learning skills you’ve acquired throughout the Professional Certificate, and we recommend that you have completed all the previous courses before starting this o…
The University of Maryland, College Park
Learn how data analytics powers the digital organization and gives it a competitive edge.
Master modern neural networks by recreating the groundbreaking discoveries of Geoffrey Hinton, the visionary whose research redefined computer science and deep learning. Covering his defining papers, this course directly bridges historical breakthroughs to readable PyTorch code. This hands on codin…
IBM
Get started in Reinforcement and Deep Learning! Explore the theory and practice behind neural networks, build deep learning models, and study modern architectures used in today’s AI applications.
University of Alberta
In this final course, you will put together your knowledge from Courses 1, 2 and 3 to implement a complete RL solution to a problem. This capstone will let you see how each component---problem formulation, algorithm selection, parameter selection and representation design---fits together into a com…
IBM
Aprende qué es la Inteligencia Artificial (IA) al comprender sus aplicaciones y conceptos claves, incluidos el aprendizaje automático, el aprendizaje profundo y las redes neuronales.
IMT
Can we characterize intelligent behavior? Are there theoretical foundations on which Artificial Intelligence can be grounded? This course on Algorithmic Information will offer you such a theoretical framework. You will be able to see machine learning, reasoning, mathematics, and even human intellig…
Arm Education
Discover the fundamental concepts behind artificial intelligence (AI) and machine learning in this introductory course. Explore the various types of AI, examine ethical considerations, and delve into the key machine learning models that power modern AI systems. Whether your goal is to work directly…
