Deep Learning Courses and Certifications

Institute for Pure & Applied Mathematics (IPAM)

Theory and Practice of Deep Learning 2024

Explore cutting-edge research on neural network scaling, emergent properties, and the theoretical foundations underlying modern AI breakthroughs like ChatGPT and AlphaFold.

• YouTube
• 19 hours 7 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Multi-Modal Imaging with Deep Learning and Modeling 2022

Explore cutting-edge deep learning and mathematical techniques for processing multimodal microscopy data from electron, X-ray, optical, and scanning probe imaging systems.

• YouTube
• 16 hours 17 minutes
• On-Demand
• Free Video

Weights & Biases

Applied Deep Learning Lectures

Master practical deep learning implementation through expert-led lectures covering data management, debugging, research directions, team building, and model deployment strategies.

• YouTube
• 10 hours 3 minutes
• On-Demand
• Free Video

CodeEmporium

Deep Learning 101 - Zero to Hero for Deep Learning

Discover neural networks from scratch with hands-on implementation, backpropagation, optimizers, loss functions, and advanced techniques like transfer learning and NLP applications.

• YouTube
• 2 hours 29 minutes
• On-Demand
• Free Video

Deep Learning A-Z™| Python ile Derin Öğrenme

3825 ratings at Udemy

Yapay Zeka hakkında hiç bilginiz olmasa dahi Python ile Deep Learning yöntemlerini uygulamalarla sıfırdan öğreniyoruz!

• Udemy
• 10 hours 37 minutes
• On-Demand
• Paid Course

Deep Learning, Neuronale Netze & AI: Der Komplettkurs

3373 ratings at Udemy

Der Komplettkurs mit Python, Keras und Tensorflow 2: Erkenne Bilder, sage den Bitcoin-Kurs vorher & schreibe eine AI!

• Udemy
• 1 day 1 hour 25 minutes
• On-Demand
• Paid Course

Deep Learning com Python de A a Z - O Curso Completo

2798 ratings at Udemy

Redes neurais artificiais, convolucionais, recorrentes, mapas auto organizáveis, boltzmann machines, autoencoders e GANs

• Udemy
• 21 hours 16 minutes
• On-Demand
• Paid Course

Le Deep Learning de A à Z

2704 ratings at Udemy

Apprenez à créer des algorithmes de Deep Learning en Python par des experts en Machine Learning & Data science.

• Udemy
• 18 hours 34 minutes
• On-Demand
• Paid Course

Deep Learning, Neuronale Netze und TensorFlow in Python

1818 ratings at Udemy

Trainiere Deep-Learning-Modelle für Bilder & Texte – mit TensorFlow 2, CNNs, LSTM und Natural Language Processing.

• Udemy
• 16 hours 15 minutes
• On-Demand
• Paid Course

Deep Learning ve Python: A'dan Z'ye Derin Öğrenme (5)

1617 ratings at Udemy

Python ile Derin Öğrenme (Deep Learning) algoritmaları geliştirerek Yapay Zeka amacımıza bir adım daha yaklaşalım - 2020

• Udemy
• 8 hours 48 minutes
• On-Demand
• Paid Course

Create Image Captioning Models with Google Cloud

Master deep learning techniques to build models that automatically generate natural language descriptions for images using Google Cloud's encoder-decoder architecture.

• Udacity
• 1 hour
• On-Demand
• Free Online Course

Contrastive Language-Image Pretraining (CLIP) Fluency

Discover how CLIP connects text and images through contrastive language-image pretraining techniques in machine learning applications.

• Udacity
• 1 hour
• On-Demand
• Paid Course

Open Data Science

Deep Learning Survival Analysis for Consumer Credit Risk Modelling

1 review

Explore deep learning survival analysis for precise credit risk prediction in consumer lending, combining traditional methods with advanced techniques for improved time-to-event forecasting.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Deep Learning de A a Z:redes neuronales en Python desde cero

944 ratings at Udemy

Aprende a crear algoritmos de aprendizaje profundo en Python con expertos en aprendizaje automático y ciencia de datos

• Udemy
• 1 day 7 hours 48 minutes
• On-Demand
• Paid Course

Understanding Deep Learning Requires Rethinking Generalization

Explore deep learning generalization, examining regularization techniques, randomization tests, and neural network expressivity to challenge conventional understanding and improve model performance.

• YouTube
• 40 minutes
• On-Demand
• Free Video