Python for Statistics Courses
Python for Statistics courses can help you learn data analysis, hypothesis testing, regression analysis, and probability distributions. You can build skills in data visualization, statistical modeling, and interpreting results to make informed decisions. Many courses introduce tools like Pandas for data manipulation, NumPy for numerical calculations, and Matplotlib for creating visual representations of data, all of that support applying statistical techniques effectively.
Popular Python for Statistics Courses and Certifications
Status: Free TrialSkills you'll gain: File I/O, Object Oriented Programming (OOP), Object Oriented Design, Python Programming, Programming Principles, Data Dictionary, Computer Programming, Data Structures, Debugging, Computational Logic, Command-Line Interface, Software Design Patterns, Data Cleansing, Functional Design, Scripting, Operating Systems, Pseudocode, Development Environment, File Management, Computational Thinking
Status: PreviewPontificia Universidad CatĆ³lica de Chile
Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Computer Programming, Algorithms, Program Development, Computational Thinking, Python Programming, Analysis
Status: NewStatus: Free TrialSkills you'll gain: Seaborn, Plot (Graphics), Matplotlib, Exploratory Data Analysis, Data Visualization Software, Statistical Visualization, Data Storytelling, Scatter Plots, Pandas (Python Package)
Status: NewSkills you'll gain: Analytics, Integrated Development Environments
Status: PreviewSkills you'll gain: Git (Version Control System), Version Control, GitHub, Jupyter, Python Programming, Data Science, Generative AI, Development Environment, Computer Programming, Data Analysis
Status: NewStatus: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Recurrent Neural Networks (RNNs), Vision Transformer (ViT), PyTorch (Machine Learning Library), Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Large Language Modeling, Natural Language Processing, Embeddings, Network Model, Network Architecture, Algorithms
Coursera
Skills you'll gain: SQL, Query Languages, Data Access, Relational Databases, Data Manipulation
Status: PreviewUniversity of Michigan
Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Program Development, Algorithms, Computational Thinking, Data Structures
Status: Free TrialUniversidades AnƔhuac
Skills you'll gain: Data Cleansing, Database Management, SQL, Databases, Data Visualization Software, Pandas (Python Package), Data Science, Jupyter, Data Manipulation, Web Scraping, Data Processing, Data Collection, Python Programming, Matplotlib, Machine Learning
Status: PreviewUniversidades AnƔhuac
Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Python Programming, Computer Programming, Programming Principles, File I/O, Algorithms, Embedded Software, Debugging
Status: NewStatus: Free TrialSkills you'll gain: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Time Series Analysis and Forecasting, Data Import/Export, Jupyter, Microsoft Excel, Data Transformation, Matplotlib, Data Analysis, NumPy, Data Cleansing, Data Preprocessing
Skills you'll gain: Flask (Web Framework), Web Development, Web Applications, Application Development, Web Development Tools, Object-Relational Mapping, Back-End Web Development, Software Development, Database Management, Python Programming, Computer Programming
In summary, here are 10 of our most popular python for statistics courses
- Python Mastery: Core Concepts, Data Structures & OOP:Ā EDUCBA
- ProgramaciĆ³n en Python II: aprendiendo a estructurar datos:Ā Pontificia Universidad CatĆ³lica de Chile
- Seaborn Python: Design & Customize Advanced Visualizations:Ā EDUCBA
- Python 101 - From Noob to Nerd:Ā Packt
- First Steps in Python with Jupyter Notebooks:Ā Coursera
- Machine Learning: Theory and Hands-on Practice with Python:Ā University of Colorado Boulder
- Understanding Basic SQL Syntax :Ā Coursera
- Programmation pour tous (mise en route de Python):Ā University of Michigan
- Data Science: Tus Primeros Pasos con Python:Ā Universidades AnĆ”huac
- Python de la A a la Z:Ā Universidades AnĆ”huac
