Algorithm Python Courses
Algorithm Python courses can help you learn sorting algorithms, search algorithms, and data structures like trees and graphs. You can build skills in problem-solving, optimizing code efficiency, and implementing algorithms in real-world applications. Many courses introduce tools such as Jupyter Notebooks and libraries like NumPy and Pandas, that support applying algorithms in data analysis and artificial intelligence projects.
Popular Algorithm Python Courses and Certifications
University of Michigan
Skills you'll gain: Data Mining, Unsupervised Learning, Data Science, Anomaly Detection, Data Manipulation, Machine Learning Methods, Statistical Methods, Linear Algebra, Python Programming, Classification Algorithms
Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Python Programming, Computer Programming, Programming Principles, Functional Design, Code Reusability, Algorithms, Data Structures, Data Mapping
Johns Hopkins University
Skills you'll gain: Bioinformatics, Molecular Biology, Computational Thinking, Data Structures, Python Programming, Data Analysis, Algorithms, Life Sciences, Graph Theory
Pontificia Universidad Católica de Chile
Skills you'll gain: File I/O, Python Programming, Code Reusability, Data Structures, Programming Principles, Computer Programming, Program Development, Application Development, Algorithms, Data Import/Export
University of Colorado Boulder
Skills you'll gain: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Mathematical Software, Code Reusability, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Data Analysis, Computer Programming, Model Optimization
Skills you'll gain: Matplotlib, Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Machine Learning Methods, Data Visualization, Plot (Graphics), Python Programming, Applied Machine Learning, Model Optimization, Model Training, Data Processing, Pandas (Python Package), Data Wrangling, Model Evaluation, NumPy, Predictive Modeling, Machine Learning Algorithms, Statistical Machine Learning, Data Manipulation
Skills you'll gain: Algorithms, Data Structures, Javascript, Computer Programming
University of Illinois Urbana-Champaign
Skills you'll gain: Classification Algorithms, Business Analytics, Data Preprocessing, Analytics, Regression Analysis, Machine Learning Algorithms, Advanced Analytics, Applied Machine Learning, Scikit Learn (Machine Learning Library), Business Analysis, Unsupervised Learning, Machine Learning Methods, Predictive Modeling, Machine Learning, Python Programming, Decision Tree Learning, Supervised Learning
University of London
Skills you'll gain: Algorithms, Computational Thinking, Theoretical Computer Science, Computational Logic, Critical Thinking and Problem Solving, Performance Testing, Data Structures, Critical Thinking, Logical Reasoning, Graph Theory, Mathematical Theory & Analysis, Complex Problem Solving, Analysis, Game Theory
Skills you'll gain: Data Storage
Codio
Skills you'll gain: Algorithms, Data Structures, Java, Java Programming, Other Programming Languages
Coursera
Skills you'll gain: Cryptography, Encryption, Python Programming, Data Security
In summary, here are 10 of our most popular algorithm python courses
- Data Mining in Python:Â University of Michigan
- Mastering Python Programming: Apply, Analyze, and Build:Â EDUCBA
- Algorithms for DNA Sequencing:Â Johns Hopkins University
- Introducción a la programación en Python I: Aprendiendo a programar con Python: Pontificia Universidad Católica de Chile
- Introduction to Python for Scientific Computing:Â University of Colorado Boulder
- Machine Learning with Python: Build & Optimize:Â EDUCBA
- Algorithm Interview Practice for Junior Developers:Â Scrimba
- Machine Learning Algorithms with Python in Business Analytics:Â University of Illinois Urbana-Champaign
- Algorithms and Complexity:Â University of London
- Data Structures in Python:Â Google
