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Indie-Masters of Data Science for Business
An Introduction
Program Overview
How to navigate
Curriculum
Project Portfolio
Weekly Reflections
Learning Materials
General Notes
Extra Thoughts & Things
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Learning Materials
Courses
This is a comprehensive collection of all of the courses used within the indie-Masters. This list may change and evolve as I work through the program.
Course
Provider
Level
Topic Pillar
Completion Status
Aprox Hours
Course
Provider
Level
Topic Pillar
Completion Status
Aprox Hours
1
Learn Statistics with Python
Codeacademy
1
Python
Basic mathematics/statistics
15
2
CS50's Introduction to Computer Science
EdX
1
Basic computer science
72
3
Learn SQL
Codeacademy
1
SQL
8
4
Data Science Math Skills
Coursera
1
Basic mathematics/statistics
13
5
Data Science for Business Innovation
Coursera
1
AI Product/Strategy
7
6
AI For Everyone
Coursera
1
AI Product/Strategy
6
7
Statistics and probability
Khan Academy
1
Basic mathematics/statistics
15
8
Data Scientist Career Path
Codeacademy
2
Python
Machine Learning
Basic computer science
250
9
Analyze data with SQL
Codeacademy
2
SQL
30
10
Linear algebra
Khan Academy
2
Basic mathematics/statistics
100
11
Calculus 1
Khan Academy
2
Basic mathematics/statistics
100
12
Matrices
Khan Academy
2
Basic mathematics/statistics
100
13
Integrals
Khan Academy
2
Basic mathematics/statistics
100
14
Deep Learning Specialization - Coursera
Coursera
3
Machine Learning
64
15
Computational Linear Algebra for Coders
Fast-ai
3
Basic mathematics/statistics
100
16
Machine Learning
Coursera
3
Machine Learning
60
17
Build Python Web Apps with Flask
Codeacademy
3
Basic computer science
Python
75
18
Data Scientist with Python
Data Camp
3
Python
88
19
Product Strategy Sprint
Section 4
4
AI Product/Strategy
2 Weeks
20
AI Product Manager - Nanodegree
Udacity
4
AI Product/Strategy
80
21
AI for Business Leaders - Nanodegree
Udacity
4
AI Product/Strategy
80
22
Learn Python 3
Codeacademy
_Taster
Python
120
23
IBM Data Science Professional Certificate
Coursera
_Taster
Python
Basic mathematics/statistics
Basic computer science
Machine Learning
SQL
200
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