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  2. 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


  • C

    Coursera

    Python for Data Science (and Version Control with GitHub)

    Skills you'll gain: A/B Testing, Pandas (Python Package), Matplotlib, Plotly, Data Visualization, GitHub, Data Manipulation, Statistical Hypothesis Testing, Version Control, Statistical Analysis, Data Science, Interactive Data Visualization, Python Programming, NumPy, Data Analysis, AI Workflows, Data Transformation, Data Cleansing

    3.8 stars, 10 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.8 (10) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Predictive Modeling with Python

    Skills you'll gain: Predictive Modeling, Statistical Modeling, Statistical Methods, Data Analysis, Applied Machine Learning, Statistics, Machine Learning Methods, Statistical Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Data Preprocessing, Python Programming, Data Manipulation, Pandas (Python Package), NumPy

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Python Data Products for Predictive Analytics

    Skills you'll gain: Model Evaluation, Model Deployment, Supervised Learning, Feature Engineering, Predictive Modeling, Data Processing, Data Manipulation, Predictive Analytics, Statistical Machine Learning, Web Frameworks, Classification Algorithms, Machine Learning Methods, Data Visualization, Interactive Data Visualization, Design Thinking, Web Scraping, Flask (Web Framework), Machine Learning, Regression Analysis, Python Programming

    4.3 stars, 314 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (314) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google

    Hello, Python!

    Skills you'll gain: Package and Software Management, Data Science, Exploratory Data Analysis, Computer Programming

    4.7 stars, 115 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (115) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Python for Finance: Investment Fundamentals & Data Analytics

    Skills you'll gain: Portfolio Risk, Portfolio Management, Financial Data, Risk Analysis, Investment Management, Time Series Analysis and Forecasting, Financial Modeling, Finance, Investments, Object Oriented Programming (OOP), Correlation Analysis, Simulations, Regression Analysis, Financial Forecasting, Jupyter, Python Programming, Code Reusability, Programming Principles, Data Manipulation

    4.5 stars, 12 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.5 (12) · Intermediate · Course · 3 - 6 Months

  • U

    University of Michigan

    Data Mining in Python

    Skills you'll gain: Data Mining, Data Science, Anomaly Detection, Python Programming, Classification Algorithms

    4.6 stars, 14 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.6 (14) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Data Visualization with Python

    Skills you'll gain: Data Visualization Software, Data Visualization, Data Storytelling, Interactive Data Visualization, Plot (Graphics), Plotly, Matplotlib, Data Presentation, Dashboard, Dashboard Creation, Seaborn, Tableau Software, Scatter Plots, Histogram, Google Sheets, Microsoft Excel, Data Analysis, Python Programming, Cloud Applications, Business Communication

    4.2 stars, 30 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.2 (30) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Python for Data Analytics & Predictive Modeling

    Skills you'll gain: Model Evaluation, Sampling (Statistics), NumPy, Pandas (Python Package), Feature Engineering, Statistical Visualization, Data Analysis, Box Plots, Predictive Modeling, Analytics, Regression Analysis, Predictive Analytics, Statistics, Analysis, Computational Thinking, Data Science, Business Intelligence, Applied Machine Learning, Data Quality, Machine Learning

    5 stars, 15 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 5 (15) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    Edureka

    Python and Statistics Foundations

    Skills you'll gain: Matplotlib, Data Visualization, Probability & Statistics, Plotly, Statistical Analysis, Statistical Methods, Statistical Hypothesis Testing, Seaborn, Data Science, Programming Principles, Pandas (Python Package), Statistics, Descriptive Statistics, Data Analysis, NumPy, Probability, Python Programming

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Data Visualization and Modeling in Python

    Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization, Predictive Modeling, Pandas (Python Package), Predictive Analytics, Data Presentation, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Model Evaluation, Statistical Inference, Data Integration, Statistical Modeling, Statistics, Classification Algorithms, Python Programming

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Fitting Statistical Models to Data with Python

    Skills you'll gain: Statistical Modeling, Statistical Methods, Bayesian Statistics, Statistical Inference, Model Evaluation, Statistical Analysis, Statistical Programming, Regression Analysis, Predictive Modeling, Data Analysis, Logistic Regression, Python Programming

    4.4 stars, 719 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (719) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Statistics for Data Science with Python

    Skills you'll gain: Descriptive Statistics, Probability & Statistics, Statistical Hypothesis Testing, Regression Analysis, Statistics, Predictive Modeling, Statistical Programming, Statistical Analysis, Data Science, Data Analysis, Statistical Modeling, Histogram, Statistical Visualization, Pandas (Python Package), NumPy, Statistical Inference, Predictive Analytics, Probability, Model Evaluation, Correlation Analysis

    4.4 stars, 7 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (7) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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