How Data Science Works
Offered By: Brandon Rohrer via YouTube
Course Description
Overview
Explore the fundamentals of data science in this 50-minute video lecture, part of the End-to-End Machine Learning School course library. Gain a comprehensive understanding of the data science process, explained in plain English without complex math or programming concepts. Learn about various aspects including data acquisition, tools like Cortana Analytics, feature engineering, deep learning, machine learning, classification, and reinforcement learning. Discover resources for further learning and engage with a Q&A session at the end. Access related materials and slide copies through the accompanying blog post for a deeper dive into the world of data science.
Syllabus
Introduction
Get Data
Tools
Cortana Analytics
Feature Engineering
Deep Learning
Machine Learning
Classification
Groups
Weird
Reinforcement Learning
Patterned Identification
Data
Resources
Questions
Taught by
Brandon Rohrer
Related Courses
Computational NeuroscienceUniversity of Washington via Coursera Reinforcement Learning
Brown University via Udacity Reinforcement Learning
Indian Institute of Technology Madras via Swayam FA17: Machine Learning
Georgia Institute of Technology via edX Introduction to Reinforcement Learning
Higher School of Economics via Coursera