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Introduction to Data Science & Machine Learning: Foundations by Steve Brunton
Intro to Data Science: What is Data Science?

Intro to Data Science: What is Data Science?

Introduction to Data Science & Machine Learning: Foundations by Steve Brunton

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20 درس
06:12 Intro to Data Science: Overview
08:07 Intro to Data Science: Historical Context
08:15 Intro to Data Science: What is Data Science?
06:46 Intro to Data Science: Answering Questions with Data
12:27 Intro to Data Science: The Nature of Data
07:59 Machine Learning Overview
07:45 Machine Learning Goals
07:40 Machine Learning and Cross-Validation
06:50 Types of Machine Learning 1
06:49 Types of Machine Learning 2
06:33 Artificial Intelligence
07:16 Neural Network Overview
09:09 Neural Network Architectures & Deep Learning
07:01 Neural Networks and Deep Learning
08:18 Neural Networks: Caveats
08:07 Digital Twins
04:56 Data Visualization: Overview
15:13 Data Visualization: Types of Data
05:52 Data Visualization: Storytelling with Data
09:45 Data Visualization: Buyer Beware