Full Introduction to Data science : all the concepts YOU need!

Data science, and machine learning in particular, is becoming ubiquitous in the modern scientific, industrial, and engineering landscapes. This lecture series will cover several introductory concepts in data science and machine learning.

Course Content

data science?

Intro to Data Science: Overview

Intro to Data Science: Historical Context

Intro to Data Science: What is Data Science?

Intro to Data Science: Answering Questions with Data

Intro to Data Science: The Nature of Data

Machine learning

Machine Learning Overview

Machine Learning Goals

Machine Learning and Cross-Validation

Types of Machine Learning 1

Types of Machine Learning 2

Artificial Intelligence

Neural Network

Neural Network Overview

Neural Network Architectures & Deep Learning

Neural Networks and Deep Learning

Neural Networks: Caveats

Digital Twins

Data Visualization

Data Visualization: Overview

Data Visualization: Types of Data

Data Visualization: Storytelling with Data

Data Visualization: Buyer Beware

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Free

Course Includes

121 Lessons