Deep Learning and Artificial Intelligence - A Beginners’ Guide to Neural Networks and Deep Learning

John Slavio

Summary

Welcome to this book on Deep Learning and Neural Networks. We're going to be diving into what neural networks are, what the current neural networks out there do, with an API. Once we go over how everything works and how each of these new technologies work, we will also go over the many different applications that can be applied to general life and business due to the creation of neural networks. Now I want you to realize that neural networks are not a complicated topic but it may feel like a complicated topic. There have been a lot of news stories about how there are going to be self-driving cars, machines that make their own products, and many other different applications of neural networks that make it sound like a vastly complicated machine. However, the tool of the neural network is a very simple tool. When you hear about the applications that are being created that utilize neural networks, you are actually hearing about the amount of work that went behind making a neural network do something that's complicated but not a complicated neural network. Neural networks are extremely easy to understand as you will find throughout this book but the problem is that people have made them look complicated. Therefore, let's go ahead and demystify this subject so that you can get into the field of neural networks yourself and have some fun. Here's What's Included In This Book:
 
What are Neural Networks?Biological Neural NetworksArtificial Neural NetworksKeras Model and LayersDifferent Deep Learning AlgorithmsBenefits of Neural NetworksBusiness Applications of Neural Networks

Available since: 09/24/2017.

Science & Technology

Other books that might interest you

Dirt to Soil - One Family’s...

Gabe Brown

Gabe Brown didn’t set out to change the world when he first started working alongside his father-in-law on the family farm in North Dakota. But as a series of weather-related crop disasters put Brown and his wife, Shelly, in desperate financial straits, they started making bold changes to their farm. Brown—in an effort to simply survive—began experimenting with new practices he’d learned about from reading and talking with innovative researchers and ranchers. As he and his family struggled to keep the farm viable, they found themselves on an amazing journey into a new type of farming: regenerative agriculture.
Brown dropped the use of most of the herbicides, insecticides, and synthetic fertilizers that are a standard part of conventional agriculture. He switched to no-till planting, started planting diverse cover crops mixes, and changed his grazing practices. In so doing Brown transformed a degraded farm ecosystem into one full of life—starting with the soil and working his way up, one plant and one animal at a time.
In Dirt to Soil Gabe Brown tells the story of that amazing journey and offers a wealth of innovative solutions to our most pressing and complex contemporary agricultural challenge—restoring the soil. The Brown’s Ranch model, developed over twenty years of experimentation and refinement, focuses on regenerating resources by continuously enhancing the living biology in the soil. Using regenerative agricultural principles, Brown’s Ranch has grown several inches of new topsoil in only twenty years! The 5,000-acre ranch profitably produces a wide variety of cash crops and cover crops as well as grass-finished beef and lamb, pastured laying hens, broilers, and pastured pork, all marketed directly to consumers.
The key is how we think, Brown says. In the industrial agricultural model, all thoughts are focused on killing things. But that mindset was also killing diversity, soil, and profit, Brown realized. Now he channels his creative thinking toward how he can get more life on the land—more plants, animals, and beneficial insects. “The greatest roadblock to solving a problem,” Brown says, “is the human mind.”

Show book

Touchpad Plus Ver 40 Class 5

Nidhi Gupta

Computer Science Textbook with New Pedagogical Approaches

KEY FEATURES
- National Education Policy 2020
- Tech Funda: This section provides a practical information or tip to the students.
- Clickipedia: This section provides interesting computer facts.
- Lab Session: This is a lab activity to develop practical skills. (Subject Enrichment)
- Explore More: This section contains supplement topics for add-on knowledge.
- QR Code: Scan the QR Code given on the first page of each chapter to start chapter animation.
- Mind Boggler: This section has puzzle or fun based activity to help understand the concepts better.

DESCRIPTION
Computer technology has become essential and an integral part of life at work, in recreation, social networking and education too. With the constant development of new technology, it has become more significant in helping and preparing students for jobs. Computers have revolutionised the way education is imparted to children.

Touchpad Plus Version 4.0 is a complete computer science curriculum solution for grades 1-8. It is based on Windows 10 and MS Office 2019, with new and future-ready content. Fun is the most important element of learning. Keeping in mind the concept of Joyful Learning, varied activities have been designed based on multiple intelligences and 21st century skills for holistic development.

The books have a conversational style introduction of each chapter to make learning fun and engaging. The topics and their approaches are integrated in different themes as per ICT learning. Grade I and II books have four-line writing space to enhance writing skills in children. Each book is accompanied by digital learning resources that offer interesting animation and interactive tests for the student to supplement classroom learning with independent learning.

The books are curated in a way that they make students and teachers equal partners in the learning process and take learning beyond classroom. We welcome and look forward to all meaningful and valuable suggestions for improving the book

WHAT WILL YOU LEARN
You will learn about:
- Digital World
- Cyber World
- Coding World
- Computational Thinking
- Artificial Intelligence

WHO THIS BOOK IS FOR
Grade 5

TABLE OF CONTENTS
1. Windows Photo Editor & Video Editor
2. Advanced Features of Word 2019
3. More on PowerPoint 2019
4. Introduction to Excel 2019
5. Editing Cell Contents in Excel 2019
6. Safeguarding your Computer
7. Internet and E-mail
8. Data Processing
9. Conditional Blocks in Scratch
10. Robotics
ADD-ONS
ASSESSMENTS

Show book

Undeniable - Evolution and the...

Bill Nye

Sparked by a controversial debate in February 2014, Bill Nye has set off on an energetic campaign to spread awareness of evolution and the powerful way it shapes our lives. In Undeniable: Evolution and the Science of Creation, he explains why race does not really exist; evaluates the true promise and peril of genetically modified food; reveals how new species are born, in a dog kennel and in a London subway; takes a stroll through 4.5 billion years of time; and explores the new search for alien life, including aliens right here on Earth.  
With infectious enthusiasm, Bill Nye shows that evolution is much more than a rebuttal to creationism; it is an essential way to understand how nature works—and to change the world. It might also help you get a date on a Saturday night.A Macmillan Audio production.

Show book

How To Deal With Bed Bugs - A...

Owen Jones

Bed bugs have been making a valiant comeback in the West since the end of the Second World War, and are now firmly entrenched in our cities. So much so, that every Western hotel has to take special precautions costing an aggregated sum of billions of dollars a year, which is passed on to us, the paying guest. 
It is long past the time when everyone should take this subject seriously, so, in that vein, I hope that you will find the information below helpful, useful and profitable. 
The advice in this ebook on how to deal with bed bugs and related subjects is organised into 18 chapters of about 500-600 words each. I have also included the scientific classification for clarity and the lyrics of two popular songs for the sake of levity. 
As an added bonus, I am granting you permission to use the content on your own website or in your own blogs and newsletter, although it is better if you rewrite them in your own words first.

Show book

Viral Immunity - A 10-Step Plan...

J. E. Williams

HIV, hepatitis, influenza, the common cold, herpes, Ebola, Hantavirus, West Nile fever, dengue, TT virus--the viral world keeps posing new major challenges to human health each year. At the same time as this onslaught of emerging powerful viral infections, our antibiotic arsenals are losing ground and our immune systems are compromised. Can we handle the next viral epidemic?Yes, says James Williams, an experienced, credentialled naturopath, acupuncturist, and expert in traditional Chinese medicine. We can shore up our immune system to handle current and any future viral infections and not be dependent on conventional vaccinations or antibiotics to insure our health.In 10 practical steps, Dr. Williams shows how to develop unassailable viral immunity using natural approaches. If you already have a viral infection, these steps will help you reverse its effects; if you're concerned about exposure to one in the future, these steps will give you the keys to prevention. Included in these steps are the best that natural medicine offers: stress management, enzymes, nutrients, detoxification, oxygen therapy, immune modulators, hormones, natural antiviral medicines and anti-inflammatory medicines, Chinese and Western herbs, and more."Viral immunity is without question one of the most important health issues of this century," says Dr. Williams. "The message of this book is clear. You can improve your system in general with diet, lifestyle, and natural medicines. Here you will find natural ways of improving immune function, remedies to treat viral infections, and suggestions on how to reframe outdated concepts that could otherwise prevent you from obtaining effective treatment."

Show book

Renewable energy finance: Green...

International Renewable Energy...

Renewables have emerged as a major recipient of green bond proceeds. This brief highlights the need for more green bonds to drive sustainable, climate safe, energy finance.

Show book