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  • Python For Statistics

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 Trial
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    Packt

    Natural Language Processing - Probability Models in Python

    Skills you'll gain: Cryptography, Classification Algorithms, Probability Distribution, Machine Learning Algorithms, Data Processing, Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Python Scripting Masterclass: From Basics to Real Projects

    Skills you'll gain: Debugging, Integrated Development Environments, Data Validation, Web Applications, Scripting, Development Environment, Object Oriented Programming (OOP), Django (Web Framework), Software Testing, Web Development, Customer Data Management, Data Structures, Program Development, Scripting Languages, Business Logic, Financial Data, User Interface (UI), Python Programming, Software Development Methodologies, Programming Principles

    4.9
    Rating, 4.9 out of 5 stars
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    49 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Packt

    REST APIs with Flask and Python in 2024

    Skills you'll gain: Restful API, Docker (Software), Git (Version Control System), Flask (Web Framework), Application Programming Interface (API), Authentications, Application Deployment, Database Management, Cloud Deployment, JSON, Object-Relational Mapping, API Testing, Programming Principles, Python Programming, Object Oriented Programming (OOP), Data Structures

    4.4
    Rating, 4.4 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Storing, Retrieving, and Processing JSON data with Python

    Skills you'll gain: JSON, Application Programming Interface (API), Application Development, Data Access, Restful API, Python Programming, User Interface (UI)

    4.2
    Rating, 4.2 out of 5 stars
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    13 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Decision Tree Learning, Credit Risk, Random Forest Algorithm, Feature Engineering, Financial Modeling, Logistic Regression, Data Analysis, Statistical Machine Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Vanderbilt University

    AI Agents and Agentic AI Architecture in Python

    Skills you'll gain: AI Orchestration, LangChain, OpenAI API, Generative AI Agents, Prompt Patterns, AI Workflows, Prompt Engineering, Agentic systems, AI Security, Large Language Modeling, Business Logic, File I/O, Transaction Processing, Document Management, Persona Development, Coordination, Plan Execution

    4.7
    Rating, 4.7 out of 5 stars
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    112 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Data Analysts' Toolbox - Excel, Power BI, Python, & Tableau

    Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Pivot Tables And Charts, Microsoft Excel, R Programming, Alteryx, Dashboard, Statistical Programming, Data Transformation, Tableau Software, Data Cleansing, Data Presentation, Data Visualization Software, Interactive Data Visualization, Debugging, Data Visualization, Automation, Python Programming, Data Structures, Statistical Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    26 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Rice University

    An Introduction to Interactive Programming in Python (Part 1)

    Skills you'll gain: Event-Driven Programming, Application Development, Interactive Design, Animations, Programming Principles, Computer Graphics, Python Programming, Game Design, Computer Programming

    4.8
    Rating, 4.8 out of 5 stars
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    3.3K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Python and Rust with Linux Command Line Tools

    Skills you'll gain: Rust (Programming Language), Serverless Computing, Command-Line Interface, Maintainability, Amazon Web Services, Linux Commands, Application Deployment, Software Development Tools, Program Development, System Programming, Python Programming, Performance Tuning, Debugging, Software Testing

    5
    Rating, 5 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Matplotlib with Python: E-commerce Data Visualization

    Skills you'll gain: Matplotlib, Data Preprocessing, Box Plots, E-Commerce, Business Analytics, Data Visualization Software, Histogram, Data Analysis, Scatter Plots, Exploratory Data Analysis, Pandas (Python Package), Jupyter, Software Installation

    Mixed · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica de Chile

    Programación en Python II: aprendiendo a estructurar datos

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Data Structures, Computer Programming, Algorithms, Program Development, Computational Thinking, Python Programming, Data Manipulation, Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    105 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Python GUI Calculators with Tkinter: Build & Implement

    Skills you'll gain: Integrated Development Environments, User Interface (UI), Jupyter, Development Environment, Application Development, Python Programming, Test Case, Debugging, Computational Logic

    Mixed · Course · 1 - 4 Weeks

Searches related to python for statistics

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In summary, here are 10 of our most popular python for statistics courses

  • Natural Language Processing - Probability Models in Python: Packt
  • Python Scripting Masterclass: From Basics to Real Projects: EDUCBA
  • REST APIs with Flask and Python in 2024: Packt
  • Storing, Retrieving, and Processing JSON data with Python: Coursera
  • Credit Default Prediction with Python: Apply & Analyze: EDUCBA
  • AI Agents and Agentic AI Architecture in Python: Vanderbilt University
  • Data Analysts' Toolbox - Excel, Power BI, Python, & Tableau: Packt
  • An Introduction to Interactive Programming in Python (Part 1): Rice University
  • Python and Rust with Linux Command Line Tools: Duke University
  • Matplotlib with Python: E-commerce Data Visualization: EDUCBA

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