Neural Networks Courses

deeplearning.ai;  Stanford

Neural Networks and Deep Learning

15 reviews

If you want to break into cutting-edge AI, this course will help you do so. Deep learning engineers are highly sought after, and mastering deep learning will give you numerous new career opportunities. Deep learning is also a new "superpower" that will l…

• Coursera
• 27 hours worth of material, 4 weeks long
• 5 days from now (24th Jan)
• Free Online Course (Audit)

Convolutional Neural Networks for Visual Recognition (Spring 2017)

This lecture collection is a deep dive into details of the deep learning architectures with a focus on learning end-to-end models for these tasks, particularly image classification.

• YouTube
• 20 hours worth of material
• Self paced
• Free Online Course

Intro to Deep Learning

52 reviews

Get an overview of the hottest field in AI

• Udacity
• 12 weeks long
• Finished
• Free Online Course

deeplearning.ai;  Stanford

Convolutional Neural Networks

8 reviews

This course will teach you how to build convolutional neural networks and apply it to image data. Thanks to deep learning, computer vision is working far better than just two years ago, and this is enabling numerous exciting applications ranging from saf…

• Coursera
• 39 hours worth of material, 4 weeks long
• 17th Jan, 2022
• Free Online Course (Audit)

MIT 6.S191: Introduction to Deep Learning

Syllabus: MIT Introduction to Deep Learning | 6.S191. MIT 6.S191: Recurrent Neural Networks. MIT 6.S191: Convolutional Neural Networks. MIT 6.S191: Deep Generative Modeling. MIT 6.S191: Reinforcement Learning. MIT 6.S191 | Deep Learning New Frontiers. MI…

• YouTube
• 29 hours worth of material
• Self paced
• Free Online Course

Introduction to Deep Learning

2 reviews

The goal of this course is to give learners basic understanding of modern neural networks and their applications in computer vision and natural language understanding. The course starts with a recap of linear models and discussion of stochastic optimizat…

• Coursera
• 34 hours worth of material, 6 weeks long
• 5 days from now (24th Jan)
• Free Online Course (Audit)

Deep Learning for Computer Vision

Syllabus: Lecture 1: Introduction to Deep Learning for Computer Vision. Lecture 2: Image Classification. Lecture 3: Linear Classifiers. Lecture 4: Optimization. Lecture 5: Neural Networks. Lecture 6: Backpropagation. Lecture 7: Convolutional Networks. Le…

• YouTube
• 26 hours worth of material
• Self paced
• Free Online Course

deeplearning.ai;  Stanford

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

3 reviews

This course will teach you the "magic" of getting deep learning to work well. Rather than the deep learning process being a black box, you will understand what drives performance, and be able to more systematically get good results. You will also learn T…

• Coursera
• 25 hours worth of material, 3 weeks long
• 5 days from now (24th Jan)
• Free Online Course (Audit)

Convolutional Neural Networks in TensorFlow

1 review

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for mach…

• Coursera
• 27 hours worth of material, 4 weeks long
• 5 days from now (24th Jan)
• Free Online Course (Audit)

Optimización de Redes Neuronales Profundas

Este curso se centrará en la optimización de Redes Neuronales Profundas, cambiando la idea de que todo el proceso es una “caja negra”. Comprenderá qué impulsa el rendimiento y podrá obtener mejores resultados de manera más sistemática Entenderá cómo o…

• Coursera
• 8 hours worth of material, 3 weeks long
• 5 days from now (24th Jan)
• Free Online Course (Audit)

Deep Neural Networks with PyTorch

The course will teach you how to develop deep learning models using Pytorch. The course will start with Pytorch's tensors and Automatic differentiation package. Then each section will cover different models starting off with fundamentals such as Linear…

• Coursera
• 30 hours worth of material, 7 weeks long
• 5 days from now (24th Jan)
• Free Online Course (Audit)

Introduction to Deep Learning & Neural Networks with Keras

. This course will introduce you to the field of deep learning and help you answer many questions that people are asking nowadays, like what is deep learning, and how do deep learning models compare to artificial neural networks?

• Coursera
• 8 hours worth of material, 5 weeks long
• 5 days from now (24th Jan)
• Free Online Course (Audit)

Machine Learning Using SAS Viya

This course covers the theoretical foundation for different techniques associated with supervised machine learning models. A series of demonstrations and exercises is used to reinforce all the concepts and the analytical approach to solving business prob…

• Coursera
• 34 hours worth of material, 7 weeks long
• 5 days from now (24th Jan)
• Free Online Course (Audit)

IIT Ropar;  NPTEL

Deep Learning - IIT Ropar

Deep Learning has received a lot of attention over the past few years and has been employed successfully by companies like Google, Microsoft, IBM, Facebook, Twitter etc. to solve a wide range of problems in Computer Vision and Natural Language Processing…

• Swayam
• 12 weeks long
• 4 days from now (23rd Jan)
• Free Online Course

الشبكات العصبية والتعلم العميق

إذا كنت ترغب في اختراق عالم الذكاء الاصطناعي شديد التطور، فسوف تساعدك هذه الدورة التدريبية على تحقيق ذلك. إن مهندسي التعلم العميق مطلوبون بشدة، كما أن إتقان التعلم العميق يمنحك العديد من فرص المستقبل المهني الجديدة. إن التعلم العميق يعد بمثابة "قوة عظمى"…

• Coursera
• 19 hours worth of material, 4 weeks long
• 5 days from now (24th Jan)
• Free Online Course (Audit)