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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


  • D

    DeepLearning.AI

    AI For Everyone

    Skills you'll gain: Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Machine Learning, Data Science, Deep Learning, Artificial Neural Networks

    4.8 stars, 54K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (54K) · Beginner · Course · 1 - 4 Weeks

    Status: Top AI program
    Top AI program
  • D

    Deep Teaching Solutions

    Learning How to Learn: Powerful mental tools to help you master tough subjects

    Skills you'll gain: Learning Strategies, Lifelong Learning, Time Management, Learning Theory, Creativity, Adaptability

    4.8 stars, 93K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (93K) · Beginner · Course · 1 - 4 Weeks

    Status: Bestseller
    Bestseller
  • I

    IBM

    Python Project for Data Science

    Skills you'll gain: Dashboard Creation, Dashboard, Web Scraping, Data Analysis, Data Visualization, Analytical Skills, Graphing, Pandas (Python Package), Data Science, Jupyter, Python Programming

    4.5 stars, 4.9K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (4.9K) · Intermediate · Course · 1 - 4 Weeks

  • D

    Duke University

    Programming for Python Data Science: Principles to Practice

    Skills you'll gain: Matplotlib, Pandas (Python Package), Plot (Graphics), NumPy, Data Cleansing, Data Structures, Predictive Analytics, Data Visualization, Debugging, Data Presentation, Code Reusability, Object Oriented Programming (OOP), Data Manipulation, Regression Analysis, Python Programming, Data Science, Algorithms, Simulations, Predictive Modeling, Data Analysis

    4 stars, 114 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4 (114) · Beginner · Specialization · 3 - 6 Months

  • 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
  • G

    Google

    Google IT Support

    Skills you'll gain: IT Security Architecture, Computer Networking, Operating System Administration, Package and Software Management, Network Troubleshooting, Version Control, IT Automation, Systems Administration, IT Infrastructure, Network Administration, Information Systems Security, TCP/IP, Git (Version Control System), Chef (Configuration Management Tool), Network Security, General Networking, Ruby (Programming Language), Computer Hardware, Web Presence, Interviewing Skills

    4.8 stars, 216K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (216K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Recently updated
    Recently updated
  • 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
  • C

    Coursera

    SQL for Data Analysis and Business Insights

    Skills you'll gain: Stored Procedure, GitHub, MySQL Workbench, Relational Databases, SQL, Data Cleansing, Git (Version Control System), MySQL, Database Design, Data Presentation, Data Manipulation, Data Integration, Databases, Data Import/Export, Database Management, Report Writing, Version Control, Inventory Control, Performance Tuning, Jupyter

    4.6 stars, 995 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (995) · Beginner · Specialization · 3 - 6 Months

    Status: Hot new release
    Hot new release
  • J

    Johns Hopkins University

    Genomic Data Science

    Skills you'll gain: Bioinformatics, Unix Commands, Biostatistics, Exploratory Data Analysis, Statistical Analysis, Unix, Data Science, Data Management, Statistical Methods, Molecular Biology, Command-Line Interface, Statistical Hypothesis Testing, Data Analysis Software, Data Quality, Statistical Modeling, Data Structures, Code Reusability, Big Data, R Programming, Python Programming

    4.5 stars, 6.9K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (6.9K) · Intermediate · Specialization · 3 - 6 Months

    Status: Bestseller
    Bestseller
  • D

    Duke University

    Data Analysis with R

    Skills you'll gain: Bayesian Statistics, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Exploratory Data Analysis, Regression Analysis, R (Software), Statistical Reporting, Probability & Statistics, Probability Distribution, Statistical Analysis, Statistical Methods, Statistics, Statistical Software, Data Analysis Software, Data Analysis, Probability, R Programming, Statistical Modeling, Data Visualization

    4.7 stars, 7.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (7.7K) · Beginner · Specialization · 3 - 6 Months

  • I

    IBM

    Data Analytics Foundations: Turn Data into Insights

    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

  • G

    Google

    Google Project Management

    Skills you'll gain: Quality Management, Project Closure, Scope Management, Team Management, Project Management Life Cycle, Project Management, Project Planning, Agile Project Management, Quality Assurance, Backlogs, Team Leadership, Project Scoping, Stakeholder Analysis, Project Risk Management, Stakeholder Communications, Project Implementation, Quality Assessment, Change Management, Web Presence, Interviewing Skills

    4.8 stars, 146K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (146K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Bestseller
    Bestseller
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