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Neural Networks and Deep Learning
HomeE-Learning ShopTeaching & AcademicsScience Neural Networks and Deep Learning
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Structuring Machine Learning Projects $49.00

Neural Networks and Deep Learning

$49.00

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. read more…

Level

Intermediate

Rating

4 Stars

Duration

17 + Hours

Language

English

Subtitle

Arabic, Chinese (simplified), Chinese (traditional), English, Japanese, Korean, Portuguese (brazilian), Turkish, Ukrainian

Feature

Captions, Certification, Exercises, On-Demand, Quizzes

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Categories: Development, Science, Teaching & Academics Tags: Artificial Neural Network, Backpropagation, Deep Learning, Python Programming
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Description

What you'll learn

Introduction to deep learning

Neural Networks Basics

Shallow neural networks

Deep Neural Networks

Description

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 let you build AI systems that just weren’t possible a few years ago. In this course, you will learn the foundations of deep learning.

When you finish this class, you will:
– Understand the major technology trends driving Deep Learning
– Be able to build, train and apply fully connected deep neural networks
– Know how to implement efficient (vectorized) neural networks
– Understand the key parameters in a neural network’s architecture

This course also teaches you how Deep Learning actually works, rather than presenting only a cursory or surface-level description. So after completing it, you will be able to apply deep learning to a your own applications. If you are looking for a job in AI, after this course you will also be able to answer basic interview questions. This is the first course of the Deep Learning Specialization.

Requirements

Access to a computer or mobile device with an internet connection.

Motivation to learn!

There are no special materials or prerequisite knowledge required for this course.

Who this course is for

Students who are already familiar with this field

Students willing to put in a couple hours to learn about Neural Networks and Deep Learning

Advanced students wanting to add another skill to their portfolio

Content Creator

Andrew Ng – CEO/Founder Landing AI; Co-founder, Coursera; Adjunct Professor, Stanford University; formerly Chief Scientist,Baidu and founding lead of Google Brain
Head Teaching Assistant – Kian Katanforoosh – Lecturer of Computer Science at Stanford University, deeplearning.ai, Ecole CentraleSupelec
Teaching Assistant – Younes Bensouda Mourri – Mathematical & Computational Sciences, Stanford University, deeplearning.ai

This course includes

Participation Confirmation/Certificate

Option for learning at your own pace

Videos and reading material about the course

Practice tests

Assessed tasks with feedback from other course participants

Evaluated tests with feedback

Evaluated programming tasks

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