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  2. Statistics For Data Science

Statistics For Data Science Courses

Statistics for Data Science courses can help you learn data visualization, hypothesis testing, regression analysis, and probability theory. You can build skills in interpreting data trends, making predictions, and conducting A/B testing. Many courses introduce tools like R, Python, and SQL, that support analyzing datasets and implementing statistical models. By engaging with these tools, you can effectively apply statistical methods to real-world data challenges, enhancing your ability to draw meaningful insights.

Popular Statistics For Data Science Courses and Certifications


  • I

    IBM

    Databases and SQL for Data Science with Python

    Skills you'll gain: SQL, Database Management, Relational Databases, Stored Procedure, Databases, Query Languages, Data Access, Jupyter, Data Manipulation, Data Analysis, Transaction Processing, Python Programming

    4.7 stars, 23K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (23K) · Beginner · Course · 1 - 3 Months

  • G

    Google

    Google Data Analysis with Python

    Skills you'll gain: Pandas (Python Package), NumPy, Data Manipulation, Code Reusability, Package and Software Management, Data Analysis, Data Integration, JSON, Object Oriented Programming (OOP), Data Science, Data Structures, Python Programming, Exploratory Data Analysis, Computer Programming, Programming Principles, Data Import/Export, Computational Logic

    4.7 stars, 207 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (207) · Beginner · Specialization · 3 - 6 Months

  • M

    Microsoft

    Microsoft Data Analysis with SQL, Excel & Power BI

    Skills you'll gain: Data Visualization, Data Storytelling, Power BI, Dashboard, Data Presentation, Transact-SQL, SQL, Microsoft SQL Servers, Excel Formulas, Microsoft Excel, Pivot Tables And Charts, Data Cleansing, Transaction Processing, Prompt Engineering, Data Manipulation, Data Processing, Data Analysis, Dashboard Creation, Business Intelligence, Data Management

    4.6 stars, 1.5K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (1.5K) · Beginner · Specialization · 3 - 6 Months

    Status: Trending right now
    Trending right now
    Category: New
    New
  • I

    IBM

    Tools for Data Science

    Skills you'll gain: Jupyter, R Programming, Data Analysis Software, Computer Programming Tools, GitHub, Data Science, Cloud Hosting, Git (Version Control System), Cloud Platforms, Other Programming Languages, Integrated Development Environments, Version Control, Development Environment, Query Languages, Python Programming

    4.5 stars, 30K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (30K) · Beginner · Course · 1 - 3 Months

  • I

    IBM

    Introduction to Data Analytics

    Skills you'll gain: Data Storytelling, Data Mining, Extract, Transform, Load, Data Presentation, Data Analysis, Dashboard, Analysis, Analytics, Data Visualization, Big Data, Data Storage Technologies, Analytical Skills, Data Wrangling, Data Science, Data Mart, Data Warehousing, Data Processing, Data Storage, Data Lakes, Microsoft Excel

    4.7 stars, 21K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (21K) · Beginner · Course · 1 - 3 Months

  • I

    IBM

    AI Foundations for Everyone

    Skills you'll gain: Prompt Engineering, Generative AI, Responsible AI, IBM Cloud, ChatGPT, AI literacy, Retrieval-Augmented Generation, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Workflow Management, Machine Learning, No-Code Development, Artificial Intelligence, Natural Language Processing, Deep Learning, Customer Service, AI Integrations, Customer experience improvement, Data Science

    4.7 stars, 37K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (37K) · Beginner · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
  • U

    University of Michigan

    Applied Data Science with Python

    Skills you'll gain: Matplotlib, Network Analysis, Social Network Analysis, Feature Engineering, Data Visualization, Pandas (Python Package), Plot (Graphics), Data Visualization Software, Interactive Data Visualization, Model Evaluation, Applied Machine Learning, Supervised Learning, Text Mining, Statistical Visualization, Network Model, Data Manipulation, NumPy, Data Preprocessing, Natural Language Processing, Python Programming

    4.5 stars, 34K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (34K) · Intermediate · Specialization · 3 - 6 Months

    Status: Bestseller
    Bestseller
  • U

    University of Amsterdam

    Methods and Statistics in Social Sciences

    Skills you'll gain: Qualitative Research, Scientific Methods, Statistical Analysis, Statistical Hypothesis Testing, Research, Science and Research, Research Design, Sampling (Statistics), Research Reports, Interviewing Skills, Data Analysis, Data Collection, Research Methodologies, Probability & Statistics, Social Sciences, Statistical Methods, Regression Analysis, Statistical Inference, Statistics, R Programming

    4.6 stars, 8K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (8K) · Beginner · Specialization · 3 - 6 Months

    Status: Bestseller
    Bestseller
  • I

    Imperial College London

    Mathematics for Machine Learning

    Skills you'll gain: Dimensionality Reduction, Linear Algebra, Regression Analysis, NumPy, Calculus, Applied Mathematics, Descriptive Statistics, Model Optimization, Statistics, Geometry, Artificial Neural Networks, Data Science, Data Manipulation, Python Programming, Data Transformation, Machine Learning, Derivatives

    4.6 stars, 15K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (15K) · Beginner · Specialization · 3 - 6 Months

    Status: Bestseller
    Bestseller
  • U

    University of Colorado Boulder

    Introduction to Bayesian Statistics for Data Science

    Skills you'll gain: Bayesian Statistics, Statistical Inference, Predictive Analytics, Probability & Statistics, Statistical Methods, Data Ethics, Data Science, Statistics, Probability, Regression Analysis, Probability Distribution

    Intermediate · Course · 1 - 3 Months

  • G

    Google

    Google Data Analytics

    Skills you'll gain: Data Storytelling, Rmarkdown, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Data Validation, Ggplot2, R (Software), Tableau Software, Sampling (Statistics), Spreadsheet Software, Data Analysis, Stakeholder Communications, Data Processing, Object Oriented Programming (OOP), File Management, Web Presence, Data Structures, Interviewing Skills

    4.8 stars, 183K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (183K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Recently updated
    Recently updated
  • B

    Birla Institute of Technology & Science, Pilani

    Probability and Statistics

    Skills you'll gain: Data Analysis, Statistical Analysis, Statistics, Statistical Methods, Data Visualization, Predictive Modeling, Applied Mathematics

    4.3 stars, 13 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Build toward a degree
    Build toward a degree
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