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Artificial Intelligence and Big Data

Jump into the intersection of artificial intelligence and big data to extract valuable insights from massive datasets.

(AI-bigdata) / ISBN : 978-1-64459-144-4
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About This Course

Want to be at the forefront of technological innovation? This courses discusses the profound impact of artificial intelligence and big data on our digital world. We explore the evolution of digital consciousness, the formation of digital identities, and the role of the Internet of Things in shaping our connected reality. By using machine learning and deep learning, you can write algorithms to drive innovation across various industries, from customer experience management to healthcare and transportation.

Skills You’ll Get

  • Apply machine learning (ML) algorithms to job-related issues 
  • Analyze large datasets to extract valuable insights 
  • Develop predictive models using statistical techniques 
  • Use data visualization tools to communicate findings
  • Implement AI solutions in various industry domains 
  • Think critically and problem-solve using data-driven approaches 
Download Course Outline

1

Preface

2

Introduction

  • The “fully” digital era is upon us, can we still escape it?
  • How we are shifting from digital “unconsci...s” to digital “consciousness”?
  • The traces we leave on the Internet (whether voluntarily or not) constitute our Digital Identity
  • The digitization of our world continues, and con...vices are the next step (the Internet of Things)
3

What is Intelligence?

  • Intelligence
  • Artificial Intelligence
  • How BI has developed
4

Digital Learning

  • What is learning?
  • Big Data and the Internet of Things will reshuffle the cards
  • Artificial Intelligence linked to Big Data will undoubtedly be the keystone of digital learning
  • Supervised learning
  • Enhanced supervised learning
  • Unsupervised learning
5

The Reign of Algorithms

  • What is an algorithm?
  • A brief history of AI
  • Algorithms are based on neural networks, but what does this mean?
  • Why do Big Data and AI work so well together?
6

Uses for Artificial Intelligence

  • Customer experience management
  • The transport industry
  • The medical industry
  • “Smart” personal assistant (or agent)
  • Image and sound recognition
  • Recommendation tools
A

Appendix A: Big Data

  • The four Vs
B

Appendix B: Smart Data

C

Appendix C: Data Lakes

D

Appendix D: Comparison Between Machine Learning and Traditional Business Intelligence

E

Appendix E: Conceptual Outline of the Steps Requ...Customization Solution based on Machine Learning

F

Appendix F: Some Vocabulary Relevant to Artificial Intelligence

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Anyone with a background in AI or related fields and wants to upskill can take this course.

In this AI and big data course, you will gain a solid understanding of AI concepts, including machine learning (ML), deep learning, and neural networks. Also, you will learn to handle massive datasets using big data techniques.

Throughout the course, you’ll explore how AI algorithms can be leveraged to process, analyze, and extract meaningful information from large datasets. You’ll learn about predictive analytics, NLP, computer vision, and recommendation systems.

This artificial intelligence and big data course stand out by providing a holistic approach to theoretical concepts combined with practical applications. You’ll gain access to interactive lessons packed with assessments and gamified test preps.

This course strikes a balance between theory and practice. You’ll engage in various hands-on test preps, video lessons, and assessments.

You can seek better promotions, increments, and job opportunities after the completion of this course.

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