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  • Statistical Analysis

Statistical Analysis Courses

Statistical analysis courses can help you learn data collection methods, hypothesis testing, regression analysis, and data visualization techniques. You can build skills in interpreting results, making predictions, and drawing conclusions from data sets. Many courses introduce tools such as R, Python, and Excel, that support performing statistical computations and creating visual representations of data.

Popular Statistical Analysis Courses and Certifications


  • I

    IBM

    Generative AI for Data Analysts

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, Prompt Engineering Tools, Analytics, ChatGPT, AI literacy, Multimodal Prompts, Data Analysis, Data Storytelling, Data Presentation, AI powered creativity, LLM Application, Dashboard Creation, Interactive Data Visualization, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Data Synthesis, Data Literacy

    4.7 stars, 12K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (12K) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Python Data Structures

    Skills you'll gain: File I/O, Data Structures, Data Processing, Data Analysis, Python Programming, Data Manipulation, Software Installation, File Management, Development Environment

    4.9 stars, 97K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (97K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    AI Foundations for Everyone

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Responsible AI, Generative Model Architectures, Machine Learning Methods, Prompt Engineering Tools, Generative AI Agents, IBM Cloud, ChatGPT, AI literacy, Multimodal Prompts, AI Workflows, Application Deployment, Machine Learning Software, Business Workflow Analysis, Workflow Management, Machine Learning, Deep Learning, 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
    Status: Free trial
    Free trial
  • I

    IBM

    IBM Data Engineering

    Skills you'll gain: NoSQL, Extract, Transform, Load, Database Administration, Apache Spark, Data Warehousing, Web Scraping, Data Pipelines, Apache Hadoop, Database Architecture and Administration, Database Design, Linux Commands, SQL, IBM Cognos Analytics, Data Store, Generative AI, Professional Networking, Data Import/Export, Python Programming, Data Analysis, Data Science

    4.6 stars, 63K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (63K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Deep Learning

    Skills you'll gain: Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Computer Vision, Transfer Learning, Deep Learning, Image Analysis, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Hugging Face, Natural Language Processing, Artificial Neural Networks, Tensorflow, Applied Machine Learning, Model Training, Fine-tuning, Generative AI, Embeddings, Supervised Learning, Artificial Intelligence, Machine Learning Methods

    4.8 stars, 147K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (147K) · Intermediate · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • C

    Coursera

    Microsoft Excel: Learn with Projects

    Skills you'll gain: Excel Formulas, Microsoft Excel, Dashboard, Pivot Tables And Charts, Spreadsheet Software, Microsoft 365, ChatGPT, Data Analysis, Microsoft Office, Data Visualization, Document Management, Project Management Software, Collaborative Software, Data Manipulation, Data Cleansing, Text Mining, Project Management, Data Entry, Generative AI, Data-Driven Decision-Making

    4.6 stars, 24K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.6 (24K) · Beginner · Specialization · 1 - 3 Months

    Status: Trending right now
    Trending right now
    Category: New
    New
    Status: Free trial
    Free trial
  • 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: Trending right now
    Trending right now
    Status: Free trial
    Free trial
  • U

    University of California, Santa Cruz

    Bayesian Statistics

    Skills you'll gain: Bayesian Statistics, Time Series Analysis and Forecasting, Statistical Inference, Statistical Methods, R Programming, Forecasting, R (Software), Probability & Statistics, Statistical Modeling, Technical Communication, Probability, Statistics, Statistical Programming, Statistical Analysis, Statistical Reporting, Statistical Software, Probability Distribution, Data Analysis, Markov Model, Data Science

    4.6 stars, 3.5K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (3.5K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Key Technologies for Business

    Skills you'll gain: Cloud Infrastructure, Responsible AI, Cloud Platforms, Cloud Computing, Cloud Computing Architecture, Cloud Services, Cloud Development, Data Literacy, Cloud Deployment, Machine Learning Methods, Data Mining, Cloud Security, Generative AI Agents, Generative AI, Cloud Technologies, Prompt Patterns, Big Data, Data Analysis, Data Science, Business

    4.7 stars, 107K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (107K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Power BI Data Analyst

    Skills you'll gain: Power BI, Dashboard Creation, Microsoft Excel, Data Visualization, Model Optimization, Advanced Analytics, Data Integrity, Data Analysis, Snowflake Schema, Statistical Visualization, Data Storage, Data Quality, Database Design, Microsoft Power Platform, Business Intelligence, Analytics, Statistical Analysis, Data Analysis Software, Business Intelligence Software, SQL

    4.6 stars, 9.6K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (9.6K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • G

    Google

    Google AI Essentials

    Skills you'll gain: Prompt Patterns, Google Gemini, Generative AI, AI literacy, Risking, Model Training, Technology Roadmaps, AI Integrations, Google Sheets, Critical Thinking, Innovation

    4.8 stars, 25K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (25K) · Beginner · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • U

    University of Michigan

    Successful Negotiation: Essential Strategies and Skills

    Skills you'll gain: Contract Negotiation, Negotiation, Price Negotiation, Mediation, Arbitration, Communication, Business Communication, Intercultural Competence, Conflict Management, Cultural Responsiveness, Cultural Sensitivity, Influencing, Business Ethics, Decision Making, Ethical Standards And Conduct, Planning, Constructive Feedback, Analysis

    4.8 stars, 20K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (20K) · Beginner · Course · 1 - 3 Months

    Status: Trending right now
    Trending right now
    Category: Preview
    Preview
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In summary, here are 10 of our most popular statistical analysis courses

  • Generative AI for Data Analysts: IBM
  • Python Data Structures: University of Michigan
  • AI Foundations for Everyone: IBM
  • IBM Data Engineering: IBM
  • Deep Learning: DeepLearning.AI
  • Microsoft Excel: Learn with Projects: Coursera
  • Applied Data Science with Python: University of Michigan
  • Bayesian Statistics: University of California, Santa Cruz
  • Key Technologies for Business: IBM
  • Microsoft Power BI Data Analyst: Microsoft

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