Data Analytics and Artificial Intelligence for Beginners
Learn the basic concepts of data analytics, AI, business intelligence, big data, machine learning, and deep learning.
4.16 (285 reviews)
1,413
students
3 hours
content
Mar 2023
last update
$59.99
regular price
What you will learn
A brief overview of the history of analyzing data, from medieval statistics to the sophisticated techniques developed by the likes of Google and Microsoft.
A look at data stores, which are growing exponentially, and the challenges of wrangling “big data.”
Understanding of data mining—what it entails, different approaches, and who’s leading the way.
A two-part discussion of business intelligence, including the principles of sound dashboard design and data presentation.
The key differences between the four types of analytics—diagnostic, descriptive, predictive, and prescriptive
An overview of specific analytics processes and models.
A first look at AI, its evolution, its functions, and what it can do for businesses today.
An exploration of machine learning—how systems can learn from data, identify patterns, and make decisions with little human intervention.
A survey of deep learning technologies, including a variety of neural networks.
An overview of the most important machine learning data modeling techniques
A practical and honest appraisal of the analytics and AI landscape today and moving forward, including the tremendous promise and the potential pitfalls.
Resources for continued study on these topics.
5203294
udemy ID
3/9/2023
course created date
5/28/2023
course indexed date
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