Online Courses to Learn Algorithms

Explore 17 data science courses and free resources covering everything you need to know about Algorithms.

Overview

In mathematics and computer science, an algorithm is a finite sequence of well-defined, computer-implementable instructions, typically to solve a class of problems or to perform a computation. Algorithms are always unambiguous and are used as specifications for performing calculations, data processing, automated reasoning, and other tasks.

Related Training

17 learning opportunities
freeCodeCamp
Coding Interview Prep - Data Structures
Javascript Algorithms Arrays Decision Trees Programming
YouTube
edureka!
Data Science Full Course - Learn Data Science in 10 Hours

10 hours

Beginner

2,145,432
Tensorflow Algorithms Backpropagation Classification Cluster Analysis Data Analysis
Coursera
Google
IT Security: Defense against the digital dark arts

24 hours

Beginner

228,894
Linux Algorithms Crypto Data Analysis Reporting
Coursera
Machine Learning With Big Data

22 hours

58,000
Apache Spark Cloudera Knime Algorithms Big Data Classification Cluster Analysis Data Analysis
Data Science Graduate Degrees
Imperial College London
Master of Science in Machine Learning and Data Science

24 months

$40,000
PySpark Algorithms Applied Mathematics
Free Data Science Cheat Sheets
DataCamp
Scikit-Learn Cheat Sheet: Python Machine Learning
Python scikit-learn Algorithms Data Modeling Machine Learning
Coursera
University of Washington
Communicating Data Science Results

8 hours

15,000
Amazon Web Services Algorithms Big Data Cloud Computing Data Analysis Data Ethics
edX
Georgia Institute of Technology
Computing for Data Analysis

15 weeks, 9 hours/week

Advanced
Jupyter Python SQL Algorithms Applied Mathematics Data Analysis Data Analytics Data Mining
Data Science Graduate Degrees
University College London
Data Science and Machine Learning MSc

12 months

$42,000
Algorithms Applied Mathematics Artificial Intelligence Bayesian Statistics Data Analysis
edX
University of California, San Diego
Dynamic Programming: Applications In Machine Learning and Genomics

4 weeks, 9 hours/week

Intermediate
Algorithms Data Modeling Machine Learning Programming
Data Science Graduate Degrees
Duke University
Fuqua School of Business
Fuqua - Master of Quantitative Management (MQM) - Health Analytics

19 months

$67,300

45
Python Algorithms Classification Cluster Analysis Customer Analytics Data Analysis
Coursera
University of Glasgow
Informed Clinical Decision Making using Deep Learning
Algorithms Artificial Intelligence Classification Data Analytics Data Ethics
DataCamp
Linear Algebra for Data Science in R
Eric Eager

4 hours

$300

8,539
Algorithms Big Data Data Analysis Data Science Data Sets
Free Online Data Science Textbooks
Linear Algebra for Data Science with examples in R
Shaina Race Bennett
R Programming Algorithms Applied Mathematics Cluster Analysis Data Analysis Data Mining
Data Science Graduate Degrees
University of California, San Diego
Rady School of Management
Master of Science in Business Analytics (MSBA)

11 months

$64,675
Amazon Web Services Apache Spark Python SQL Tableau AB Testing APIs Algorithms Applied Mathematics Artificial Intelligence
Data Science Graduate Degrees
University of Notre Dame
Mendoza College of Business
MS in Business Analytics (MSBA)

10 months

$54,580

40
C Hadoop Microsoft Excel Python Qualtrics APIs Algorithms Big Data Cloud Computing Customer Analytics
DataCamp
Working with Categorical Data in Python
Kasey Jones

4 hours

$300

63
Pandas Python Seaborn Algorithms Data Sets Data Types Data Visualization Machine Learning
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Career Relevance

Algorithms is most likely to appear on Data Scientist job descriptions where we found it mentioned 45.3 percent of the time.

1. Data Scientist
45.3%
2. Data Engineer
21.7%
3. Data Architect
9.5%
4. Chief Data Officer
8.3%
5. Data Analyst
6.6%
6. Business Analyst
0.7%