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.
University of Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Deep Learning, Service Level, Probability, Statistical Modeling, Recurrent Neural Networks (RNNs), Machine Learning Algorithms, Applied Machine Learning, Anomaly Detection, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Exploratory Data Analysis, Dimensionality Reduction, Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Risk Analysis, Reinforcement Learning, Computer Vision, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, Logistic Regression, Deep Learning, Marketing Analytics, MLOps (Machine Learning Operations), Data Cleansing, Transfer Learning, Descriptive Analytics, Operations Research, Simulations, Stakeholder Engagement
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: Software Testing, Test Automation, Android Jetpack, User Story, Security Requirements Analysis, Backlogs, Continuous Integration, Kotlin, Software Engineering, System Testing, JavaScript Frameworks, Usability, Application Security, Cloud Applications, Agile Methodology, Android Development, Infrastructure As A Service (IaaS), Web Content Accessibility Guidelines, Authorization (Computing), Platform As A Service (PaaS)
Credit offered
Mastertrack · 6 - 12 Months