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Deep Learning - Deep Neural Network for Beginners Using Python
Deep Learning - Deep Neural Network for Beginners Using Python

Deep Learning - Deep Neural Network for Beginners Using Python: Learn Deep Learning and Deep Neural Networks Using Python

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NZ$89.99
Video Jan 2023 6hrs 26mins 1st Edition
Video
NZ$89.99
Subscription
Free Trial
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Profile Icon AI Sciences
Arrow right icon
NZ$89.99
Video Jan 2023 6hrs 26mins 1st Edition
Video
NZ$89.99
Subscription
Free Trial
Video
NZ$89.99
Subscription
Free Trial

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Key benefits

  • Covers the most sophisticated and recently discovered DNN models by eminent data scientists
  • Relate the theoretical concepts and sequence modeling with DNNs
  • Understand the methodology of DNNs with deep learning using real-world datasets

Description

Are you ready to start your path to becoming a deep learning expert? Then this course is for you. This course is step-by-step. In every new tutorial, we build on what we have already learned and move one extra step forward, and then we assign you a small task that is solved at the beginning of the next video. We start by teaching the theoretical part of the concept, and then implement everything as it is practically using Python. This comprehensive course will be your guide to learning how to use the power of Python to train your machine such that your machine starts learning just like humans, and based on that learning, your machine starts making predictions as well! We will be using Python as a programming language in this course, which is the hottest language nowadays if we talk about machine learning. Python will be taught from the elementary level up to an advanced level so that any machine learning concept can be implemented. You will also learn various steps of data preprocessing, which allows us to make data ready for machine learning algorithms. You will learn the general concepts of machine learning overall, which will be followed by the implementation of one of the essential ML algorithms, “Deep Neural Networks”. Each concept of DNNs will be taught theoretically and will be implemented using Python. By the end of this course, you will be able to understand the methodology of DNNs with deep learning using real-world datasets. All the resources for this course are available at: https://github.com/PacktPublishing/Deep-Learning---Deep-Neural-Network-for-Beginners-Using-Python

Who is this book for?

This course is designed for anyone who is interested in data science or interested in taking their data-speak to a higher level. Students who want to master DNNs with real datasets in deep learning or who want to implement DNNs in realistic projects can also benefit from the course. You need to have a background in deep learning to get the best out of this course.

What you will learn

  • Learn the basics of machine learning and neural networks
  • Understand the architecture of neural networks
  • Learn the basics of training a DNN using the Gradient Descent algorithm
  • Learn how to implement a complete DNN using NumPy
  • Learn to create a complete structure for DNN from scratch using Python
  • Work on a project using deep learning for the IRIS dataset

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Last updated date : May 13, 2025
Publication date : Jan 31, 2023
Length: 6hrs 26mins
Edition : 1st
Language : English
ISBN-13 : 9781837633579
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Languages :
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What do you get with a video?

Product feature icon Download this video in MP4 format
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
OR
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Product Details

Last updated date : May 13, 2025
Publication date : Jan 31, 2023
Length: 6hrs 26mins
Edition : 1st
Language : English
ISBN-13 : 9781837633579
Category :
Languages :
Concepts :
Tools :

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Table of Contents

5 Chapters
Introduction Chevron down icon Chevron up icon
Basics of Deep Learning Chevron down icon Chevron up icon
Deep Learning Chevron down icon Chevron up icon
Optimizations Chevron down icon Chevron up icon
Final Project Chevron down icon Chevron up icon
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