Deep Learning Courses and Certifications

Python in 3 Hours! [+ Machine Learning & Deep Learning]

778 ratings at Udemy

Switch to Python, Learn Machine Learning Fundamentals, and Develop Deep Learning Models Using TensorFlow All in 3 Hours!

• Udemy
• 2 hours 50 minutes
• Self-Paced
• Paid Course

Yannic Kilcher

NeRF - Representing Scenes as Neural Radiance Fields for View Synthesis

Explore NeRF, a neural network-based approach for 3D scene representation and novel view synthesis, achieving photorealistic results from sparse input images through volumetric rendering.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

3Blue1Brown

How LLMs Might Store Facts - Multilayer Perceptrons in Transformers

Explores how large language models potentially store factual information, focusing on multilayer perceptrons in transformers and the concept of superposition in neural networks.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Y Combinator

How We Get To AGI

Explore François Chollet's vision for achieving AGI through abstraction, compositional reasoning, and meta-learning systems beyond current scaling approaches.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Deep Multi-Task and Meta Learning - Autumn 2022

Master multi-task and meta-learning algorithms to build AI systems that efficiently learn new tasks from limited data and transfer knowledge across domains.

• YouTube
• 21 hours 30 minutes
• Self-Paced
• Free Video

Code With Aarohi

Generative Adversarial Networks - GANs

Master GANs from fundamentals to advanced models like StyleGAN and CycleGAN with hands-on implementation tutorials for image generation and computer vision projects.

• YouTube
• 6 hours 34 minutes
• Self-Paced
• Free Video

Artificial Intelligence with Machine Learning, Deep Learning

737 ratings at Udemy

Artificial Intelligence (AI) with Python Machine Learning and Python Deep Learning, Transfer Learning, Tensorflow

• Udemy
• 22 hours 47 minutes
• Self-Paced
• Paid Course

Deep Learning for Computer Vision

1 rating

Comprehensive exploration of deep learning techniques for computer vision, covering classification, neural networks, CNNs, object detection, 3D vision, and generative models.

• YouTube
• 1 day 2 hours
• Self-Paced
• Free Video

Blockchain and Deep Learning: Future of AI

659 ratings at Udemy

Explore the integration of deep learning and blockchain, their potential synergies, and applications in autonomous driving, healthcare, energy, and finance.

• Udemy
• 1 hour 21 minutes
• Self-Paced
• Free Online Course

Adversarial Debiasing With Partial Learning - Medical Image Studies

Explore adversarial debiasing techniques to reduce racial disparities in medical AI models for chest X-rays and mammograms while maintaining overall performance and trustworthiness.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Deep Generative Models - Lecture 8: GANs

Explore Generative Adversarial Networks (GANs) in deep learning, covering their architecture, training process, and applications in image generation and beyond.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

CIMPA UCR

Use of Deep Learning Models in Estimating Conversion Probabilities and the Contribution of Communication Channels in Advertising Campaigns

Explore how deep learning models with LSTM architecture can predict conversion rates and identify effective channels for advertising campaign optimization, enhanced by attention mechanisms.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

Learn Machine Learning algorithms, softwares, deep learning

585 ratings at Udemy

Course covering Deep learning, Neural Networks, KDD, AI, BI, ANN, Decision tree, Bayesian networks, TensorFlow n Knime

• Udemy
• 56 minutes
• Self-Paced
• Free Online Course

What is Data Science?

77748 ratings at Coursera

Explore data science fundamentals, applications, and career paths. Learn about big data, machine learning, and how organizations leverage data-driven insights for business success and societal impact.

• Coursera
• 11 hours 29 minutes
• Self-Paced
• Paid Course

Automotive Camera [Apply Computer vision, Deep learning] - 1

525 ratings at Udemy

Theoretical foundation of - Image Formation, Calibration, Object detection, Multi-object tracking for ADAS & AD

• Udemy
• 8 hours 25 minutes
• Self-Paced
• Paid Course