Studyhive - deep learning

Learn to use machine learning in Python in this introductory course on artificial intelligence.

CS50's Introduction to Artificial Intelligence with Python - May 2023 | Harvard University

By Harvard

Subject & Topics: Computer Science, Data Algorithms, Artificial Intelligence, Computer Vision, Deep Learning, Machine Learning, Natural Language Processing, Neural Networks, Algorithms, Programming, Python.

Learn to use machine learning in Python in this introductory course on artificial intelligence.

CS50's Introduction to Artificial Intelligence with Python | Harvard University

By Harvard Certificate or Program credits

Get the opportunity to see TinyML in practice. You will see examples of TinyML applications, and learn first-hand how to train these models for tiny applications such as keyword spotting, visual wake words, and gesture recognition.

Applications of TinyML | Harvard University

By Harvard Certificate or Program credits

Subject & Topics: Computer Science, Deep Learning, Machine Learning, Neural Networks, Embedded Systems, Data Science.

Learn to program in TensorFlow Lite for microcontrollers so that you can write the code, and deploy your model to your very own tiny microcontroller. Before you know it, you’ll be implementing an entire TinyML application.

Deploying TinyML | Harvard University

By Harvard Certificate or Program credits

Subject & Topics: Computer Science, Deep Learning, Machine Learning, Neural Networks, Embedded Systems, Data Science.

Subject & Topics: Data Analysis & Statistics.

IBM: Deep Learning with Python and PyTorch.

By IBM Certificate or Program credits

This course is the second part of a two-part course on how to develop Deep Learning models using Pytorch.

$99

LinuxFoundationX: PyTorch and Deep Learning for Decision Makers

By The Linux Foundation Certificate or Program credits

Learn how PyTorch, a deep learning framework, can be used to automate and optimize processes through the development and deployment of state-of-the-art AI applications. The course will also help you understand the importance of data quality, how to choose the right model, and the challenges in deploying and maintaining both deep learning and machine learning applications.

$189

MITx: Machine Learning with Python: from Linear Models to Deep Learning

By Massachusetts Institute of Technology Certificate or Program credits

An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. -- Part of the MITx MicroMasters program in Statistics and Data Science.

$300

Advanced

Deep Learning 1

By DeepLearning.AI

Deep Learning 1

Subject & Topics:

UAMx: Deep Learning: redes neuronales y aprendizaje profundo

By Universidad Autónoma de Madrid Certificate or Program credits

Introdúcete en el mundo del aprendizaje automático a través de las redes neuronales profundas.

$29

LVx: Fundamentals of Deep Reinforcement Learning

By Learn Ventures

Learn the theoretical foundations of Deep Learning through practical Python code.

$75

UMontrealX: Introduction à l'apprentissage profond

By Université de Montréal Certificate or Program credits

L'apprentissage profond (deep learning) est une technique d'apprentissage automatique (machine learning) qui a considérablement amélioré les résultats dans de nombreux domaines tels que la vision par ordinateur, la reconnaissance de la parole et la traduction automatique. Les techniques d'apprentissage profond permettent, à l'aide de données, de résoudre de nombreux problèmes dans de nombreux domaines de l'économie tels que la santé, le transport, le commerce, la finance ainsi que l'énergie.

$120

Understand and implement the state-of-the-art multi-task learning and meta-learning algorithms and be ready to conduct research on these topics.

Deep Multi-task and Meta Learning

By Stanford Certificate or Program credits available

Subject & Topics: Engineering, Multi-Task Supervise Learning, Model-Based Reinforcement, Meta-Learning, CS330, CS 330.

$4,200

Advanced

UMontrealX: Machine Learning Use Cases in Finance

By Université de Montréal Certificate or Program credits

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 them in their toolbox.

$189

edX: Math for Machine Learning with Python

By edX Certificate or Program credits

Learn the essential mathematical foundations for machine learning and artificial intelligence.

Subject & Topics: Math.

$99

SNUx: Mathematical understanding of uncertainty

By Seoul National University Certificate or Program credits

This lecture series discusses how the concept of probability can be used to handle, control, and exploit uncertainty in the real-world. It is an undergraduate-level lecture series on probability, but is entirely different from the usual courses on probability theory. The lectures cover the basics of probability theory including the relevant mathematics, but instead of focusing on mathematics, the lectures explain how probability theory can help understand real-world uncertainty using various examples. The examples are used to describe how uncertainty can be exploited to implement modern randomized algorithms such as Markov chain Monte Carlo and deep learning.

Subject & Topics: Math.

$54

Subject & Topics: Design.

DelftX: AI in Architectural Design

By Delft University of Technology Certificate or Program credits

Learn about the elements of AI, machine learning and computer vision as applied to architectural design practice and research.

$109

UMontrealX: Techniques d’intelligence artificielle : des fondements aux applications

By Université de Montréal Certificate or Program credits

L’intelligence artificielle est en pleine effervescence. Tous en discutent et veulent l’intégrer dans leurs divers projets. Pourtant, pour certains, l’IA reste mystérieuse et génère de nombreuses questions. Comment fonctionne l’IA ? Quelles tâches l’IA peut-elle traiter pour nous ? Quelles sont les conséquences de l’IA sur notre vie ? Comment bien se préparer avant de lancer un projet en IA ?

$120

Subject & Topics: Business & Management.

ISCEA: AI and Gen-AI for Supply Chain Management

By International Supply Chain Education Alliance Certificate or Program credits

Learn the fundamentals, applications, and use cases for supply chain transformation with AI and Gen-AI.

$249

AnahuacX: Introducción a la Inteligencia Artificial

By Universidades Anáhuac Certificate or Program credits

¿Es posible construir una máquina o robot inteligente? En este curso aprenderás los fundamentos teóricos de la Inteligencia Artificial, con sus principales ramas y los aplicarás en la creación de modelos, como el procesamiento de Lenguaje Natural.

$39