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  1. Home
  2. Learning Paths

Free Data Scientist Learning Path

Description

Data scientists use business acumen and advanced programming skills to build data products that are powered by machine learning. They create predictive models, recommender systems, image recognition software, and other products that improve business processes and better serve customers.

The DataKwery Data Scientist learning path will provide you with the foundational knowledge and skills to enter or advance in a data scientist role…all at no cost!

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Data Scientist Career Guide

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Free Learning Paths by Career Track

Bootstrap Data ScientistBootstrap Data AnalystBootstrap Business AnalystBootstrap Data EngineerBootstrap Chief Data OfficerBootstrap Data Architect

Included Courses

Online Learning
Microsoft
Free
1. Microsoft Azure Data Fundamentals

2 hours

Beginner
Microsoft Azure NoSQL Big Data Cloud Computing Data Analytics Data Modeling Data Visualization
Coursera
DeepLearning.AI
Free
2. AI For Everyone

12 hours

Beginner

722,065
Artificial Intelligence Data Ethics Data Science Deep Learning Machine Learning
edX
Babson College
Free
3. Analytics for Decision Making

4 weeks, 5 hours/week

Beginner
Big Data Customer Analytics Data Analysis Data Analytics Data Science
edX
University of British Columbia
Free
4. Business Communications
Marlisse Silver Sweeney

6 weeks, 4 hours/week

Beginner
Khan Academy
Free
5. Intro to SQL: Querying and managing data

Beginner
SQL Databases Programming
edX
Doane University
Free
6. College Algebra
Debora Sepich

8 weeks, 10 hours/week

Intermediate
Data Analysis Data Visualization Functions
edX
Massachusetts Institute of Technology
Free
7. Probability - The Science of Uncertainty and Data

16 weeks, 12 hours/week

Advanced
Applied Mathematics Bayesian Statistics Data Analysis Data Modeling Data Science
edX
Massachusetts Institute of Technology
Free
8. Fundamentals of Statistics

18 weeks, 12 hours/week

Advanced
Artificial Intelligence Confidence Intervals Data Analysis Data Modeling Data Science
Coursera
Imperial College London
Free
9. Mathematics for Machine Learning: Linear Algebra

19 hours

Beginner

264,495
Jupyter Python Algorithms Applied Mathematics Data Science Data Sets Functions
Coursera
Imperial College London
Free
10. Mathematics for Machine Learning: Multivariate Calculus

18 hours

Beginner

99,258
Python Applied Mathematics Data Analysis Functions Machine Learning Neural Networks
Coursera
Imperial College London
Free
11. Mathematics for Machine Learning: PCA
Marc Peter Deisenroth

18 hours

Intermediate

63,932
Jupyter NumPy Python Algorithms Applied Mathematics Data Analysis Data Sets Dimension Reduction
Udacity
Free
12. Introduction to Python Programming - Udacity
Juno Lee

5 weeks

Beginner
Python Data Types Functions Loops Programming Terminal
edX
IBM
Free
13. Python Basics for Data Science

3 weeks, 7 hours/week

Beginner
Pandas Python Watson Data Analysis Data Science Data Visualization Functions Machine Learning
edX
IBM
Free
14. Python for Data Science Project

1 weeks, 5 hours/week

Intermediate
Python Dashboards Data Analysis Data Science Data Sets
edX
IBM
Free
15. Analyzing Data with Python

5 weeks, 3 hours/week

Beginner
NumPy Pandas Python Scipy scikit-learn Algorithms Arrays Data Analysis Data Pipelines Data Sets
edX
Free
16. Visualizing Data with Python

5 weeks, 3 hours/week

Intermediate
Matplotlib Python Seaborn Watson Big Data Data Analysis Data Science Data Sets Data Visualization
Kaggle
Free
17. Intro to Machine Learning
Dan Becker

3 hours

Beginner
Python Algorithms AutoML Data Modeling Decision Trees Machine Learning
Free Online Data Science Textbooks
Free
18. Python Data Science Handbook
Jake VanderPlas
Matplotlib NumPy Pandas Python Seaborn Arrays Classification Cluster Analysis Data Analysis Data Modeling
edX
Massachusetts Institute of Technology
Free
19. Machine Learning with Python: from Linear Models to Deep Learning

15 weeks, 12 hours/week

Advanced
Python Algorithms Classification Cluster Analysis Customer Analytics Data Analysis
Udacity
Free
20. Spark
David Drummond and Judit Lantos

10 hours

Intermediate
Apache Spark PySpark Python SQL APIs Big Data Cluster Analysis Data Cleaning Data Modeling
Udacity
Free
21. Intro to Cloud Computing

Beginner
Amazon Web Services S3 Cloud Computing Deployment DevOps
Online Data Science Tutorials
Free
22. Version Control with Git
Richard Kalehoff

4 weeks

Beginner
Git
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