Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

LinkedIn Learning

Big Data in the Age of AI

via LinkedIn Learning

Write review
University of the People Ad

Earn Your CS Degree, Tuition-Free, 100% Online!

Learn More → Financial Edge Ad

The Investment Banker Certification

Learn More →

Overview

Build a Learning Habit
Download Class Central's free printable study calendar
Download for Free
Discover the crucial role big data plays in artificial intelligence. Learn how to navigate and extract meaningful insights from vast data sets to tackle real-world problems.

Syllabus

Introduction
  • Big data in the age of AI
1. Defining Big Data
  • The volume, velocity, and variety of big data
  • Machine learning and predictive AI
  • Generative AI
  • Agentic AI
  • Social media and the Internet of Things
  • Data warehouses, data lakes, and the cloud
  • Edge computing, fog computing, and local computing
2. How Is Big Data Used?
  • Big data for competitive advantage
  • Big data for change detection
  • Big data as proxy data
3. Ethics in Big Data
  • Big data and privacy
  • Intellectual property, corporate data, and generative AI
  • Environmental impact of big data and AI
  • Social impact of big data and AI
  • Laws affecting big data and AI
  • Data governance
4. Data Logistics
  • Structured, semi-structured, and unstructured data
  • Batch processing vs. stream processing
  • Distributed storage and processing
  • An evolving data landscape
5. Analyzing Big Data
  • Challenges with data preparation
  • Visualizing big data
  • Data mining
  • Text analytics
  • Sentiment analysis
  • Predictive analytics
  • Anomaly detection
  • Retrieval-augmented generation (RAG)
  • Using big data to make small data
Continuing Your Big Data in AI Learning Journey
  • Next steps and additional resources

Taught by

Barton Poulson

Reviews

4.6 rating at LinkedIn Learning based on 241 ratings

Start your review of Big Data in the Age of AI

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.