AI 101: A Beginner's Guide to Data Science and AI
Machine Learning, Deep Learning and Beyond
4.39 (10 reviews)
528
students
32 mins
content
Jul 2023
last update
$19.99
regular price
What you will learn
Understand the definitions of data science and artificial intelligence
Learn about the history of data science and artificial intelligence
Explore the different applications of data science and artificial intelligence
Learn how to collect data
Learn how to clean data
Learn how to preprocess data
Learn how to explore data
Learn how to identify patterns in data
Learn how to visualize data
Understand the definition of statistical modeling
Learn about different types of statistical models
Learn how to fit statistical models
Learn how to evaluate statistical models
Understand the definition of machine learning
Learn about different types of machine learning algorithms
Learn how to train machine learning models
Learn how to evaluate machine learning models
Understand the definition of deep learning
Learn how deep learning works
Learn about different types of deep learning models
Learn how to train deep learning models
Learn how to evaluate deep learning models
Understand the definition of natural language processing
Learn how natural language processing works
Learn about different tasks in natural language processing
Learn how to implement natural language processing
Understand the definition of computer vision
Learn how computer vision works
Learn about different tasks in computer vision
Learn how to implement computer vision
Understand the ethical considerations of AI
Learn how to avoid bias in AI
Apply the skills learned in the course to a real-world project
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udemy ID
6/27/2023
course created date
7/20/2023
course indexed date
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