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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


  • 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
  • D

    DeepLearning.AI

    Python for Data Analytics

    Skills you'll gain: Pandas (Python Package), Data Visualization, Time Series Analysis and Forecasting, Matplotlib, Statistical Visualization, Statistical Inference, Statistical Analysis, Seaborn, Statistical Programming, Analytics, Statistical Methods, Descriptive Statistics, Statistical Modeling, Data Manipulation, Programming Principles, Python Programming, Regression Analysis

    4.4 stars, 29 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (29) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Python for Data Visualization and Analysis

    Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Matplotlib, Plotly, Seaborn, Exploratory Data Analysis, Dashboard Creation

    Intermediate · Course · 1 - 4 Weeks

    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, 313 reviews, Intermediate, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Data Analysis with Python

    Skills you'll gain: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Machine Learning, Model Evaluation, Data Preprocessing, Predictive Modeling, Statistical Analysis, Logistic Regression, Model Training, Statistical Machine Learning, Statistical Modeling, Applied Machine Learning, Machine Learning Methods, Data Mining, Exploratory Data Analysis

    4.7 stars, 31 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (31) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Applied Data Analytics with Python and SQL

    Skills you'll gain: Data Visualization, Web Scraping, Data Presentation, SQL, Pandas (Python Package), NumPy, Data Analysis, Databases, Data Manipulation, Python Programming, Data Processing, Data Wrangling

    4.2 stars, 9 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • L

    Logical Operations

    Using Data Science Tools in Python

    Skills you'll gain: Seaborn, NumPy, Matplotlib, Data Transformation, Data Manipulation, Pandas (Python Package), Plot (Graphics), Data Visualization, Jupyter, Data Cleansing, Scatter Plots, Data Science, Data Processing, Data Analysis, Box Plots, Python Programming, Graphing, Computer Programming, Computer Programming Tools, Software Development

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Python for Real-World Data Analysis

    Skills you'll gain: Seaborn, Data Storytelling, Data Visualization, Data Presentation, Data Integration, A/B Testing, Data Import/Export, Statistical Hypothesis Testing, Data-Driven Decision-Making, Git (Version Control System), Matplotlib, Pandas (Python Package), Version Control, GitHub, Social Media Analytics, Data Analysis, Statistical Analysis, Exploratory Data Analysis, Jupyter, NumPy

    4.3 stars, 100 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.3 (100) · Beginner · Specialization · 1 - 3 Months

    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
  • S

    Sage Publications

    Programming with Python for Social Scientists

    Skills you'll gain: Data Visualization, Matplotlib, Web Scraping, Data Processing, Data Collection, Social Sciences, Social Impact, Data Analysis, File I/O, Research, Programming Principles, Social Justice, Python Programming, Computer Programming, Research and Design, Data Manipulation, File Management, Research Reports, Data Structures

    Beginner · Course · 3 - 6 Months

    Category: New
    New
    Category: Preview
    Preview
  • M

    Meta

    Python Data Analytics

    Skills you'll gain: Pandas (Python Package), Data Analysis, Analytics, Exploratory Data Analysis, Data Manipulation, Jupyter, Matplotlib, Data Visualization, Programming Principles, Data Cleansing, Data Visualization Software, Python Programming

    4.3 stars, 248 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (248) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Madecraft

    Using Python With Excel

    Skills you'll gain: Microsoft Excel, Pandas (Python Package), Data Import/Export, Data Transformation, Spreadsheet Software, Data Manipulation, Jupyter, Data Cleansing, Plot (Graphics), Data Processing, Data Analysis, Data Presentation, Data Visualization, Python Programming

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
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