brown9804 / ml_ds_path

Machine Learning concepts and design simple algorithms using Matlab, Octave, Python, NumPy, R, SQL

Machine Learning Initial Path - DS/DE

The use and development of computer systems that are able to learn and adapt without following explicit instructions, by using algorithms and statistical models to analyze and draw inferences from patterns in data.

Oxford Definiton

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Costa Rica

Belinda Brown, [email protected]

brown9804

Jan, 2021

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Content

• Understanding Conda Essential - Level 0
• Understanding Conda Essential - Level 1
• DS/DE - Learning Path Level 0
• DS/DE - Learning Path Level 1
• DS/DE - Learning Path Level 2
• DS/DE - Learning Path Level 3
• DS/DE - Learning Path Level 4

Learning and Training Path

Learning ML concepts and design simple algorithms using Matlab, Octave, Python, NumPy and, R

Dependecies

• Install Matlab or use Matlab online
  
• Install Octave 3.8.0, for OSX download
  
• Install Python >= 3
  
• Install SQL
  

Wiki

• Understanding the Data Science Lifecycle