Course Syllabus
Defining Data Science and What Data Scientists Do
Defining Data Science
What is Data Science?
Fundamentals of Data Science
The Many Paths to Data Science
Advice for New Data Scientists
Data Science: The Sexiest Job in the 21st Century
What Do Data Scientists Do?
A day in the Life of a Data Scientist
Old problems, new problems, Data Science solutions
Data Science Topics and Algorithms
What is the cloud?
What Makes Someone a Data Scientist?
Data Science Topics
Foundations of Big Data
How Big Data is Driving Digital Transformation
What is Hadoop?
Data Science Skills & Big Data
Data Scientists at New York University
Data Mining
Quiz: Data Mining
Deep Learning and Machine Learning
What's the difference?
Neural Networks and Deep Learning
Applications of Machine Learning
Regression
Quiz: Regression
Data Science in Business
Applications of Data Science
How Data Science is Saving Lives
How Should Companies Get Started in Data Science?
Applications of Data Science
The Final Deliverable
Quiz: The Final Deliverable
Careers and Recruiting in Data Science
How Can Someone Become a Data Scientist?
Recruiting for Data Science
Careers in Data Science
High School Students and Data Science Careers
The Report Structure
The Report Structure
Quiz: The Report Structure
Final Assignment
