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Data Analysis Courses for Beginners

Beginner data analysis courses can help you learn data collection techniques, basic statistical concepts, data visualization, and interpretation of results. You can build skills in using spreadsheets for data manipulation, creating charts for visual representation, and applying descriptive statistics to summarize findings. Many courses introduce tools like Excel, Google Sheets, and data visualization software such as Tableau, showing you how to effectively analyze and present data to support decision-making.

Popular Beginner Data Analysis Courses and Certifications


  • M

    Maven Analytics

    Complete Visual Guide to Machine Learning

    Skills you'll gain: Unsupervised Learning, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Model Training, Applied Machine Learning, Time Series Analysis and Forecasting, Data Analysis, Model Optimization, Classification Algorithms, Statistical Analysis, Data Science, Machine Learning Methods, Forecasting, Statistical Methods, Data Preprocessing, Data Mining, Machine Learning, Supervised Learning, Business Intelligence

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    ML Parameters Optimization: GridSearch, Bayesian, Random

    Skills you'll gain: Model Optimization, Model Evaluation, Scikit Learn (Machine Learning Library), Regression Analysis, Fine-tuning, Applied Machine Learning, Machine Learning, Data Analysis

    ★ 4.9 (8) · Beginner · Guided Project · Less Than 2 Hours

  • N

    Nikolai Schuler

    Microsoft Power BI Service - Publishing Reports to the Cloud

    Skills you'll gain: Power BI, Collaborative Software, Data Sharing, Microsoft Power Platform, Cloud Services, Data Access, Data Maintenance, Cloud Deployment, Dashboard, Security Controls, Role-Based Access Control (RBAC), Data Security, Business Intelligence, Data Visualization, Data Modeling, Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    AI Machine Learning with R & Python Projects

    Skills you'll gain: Sampling (Statistics), Matplotlib, Data Analysis, Machine Learning Algorithms, Data Mining, Statistical Analysis, Statistical Hypothesis Testing, Plot (Graphics), Probability & Statistics, NumPy, Pandas (Python Package), Probability Distribution, Dimensionality Reduction, Model Evaluation, R Programming, Python Programming, Data Preprocessing, Applied Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML)

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

  • R

    Rutgers the State University of New Jersey

    Inventory Analytics

    Skills you'll gain: Inventory Control, Supply Chain, Financial Statement Analysis, Data Analysis, Financial Data, Case Studies

    ★ 4.6 (277) · Beginner · Course · 1 - 4 Weeks

  • P

    Pontificia Universidad Católica de Chile

    Introducción a la Minería de Datos

    Skills you'll gain: Classification Algorithms, Exploratory Data Analysis, Data Mining, Data Analysis, Machine Learning Algorithms, Model Evaluation, Data Manipulation, Data Management, Data Science, Unsupervised Learning, Supervised Learning, Algorithms, Transaction Processing

    ★ 4.6 (1.3K) · Beginner · Course · 1 - 3 Months

  • C

    Case Western Reserve University

    Basic Principles of Geostatistical Geospatial Modeling

    Skills you'll gain: Geostatistics, Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Mapping, Geospatial Information and Technology, Statistical Methods, Statistical Modeling, R Programming, Statistical Analysis, R (Software), Probability & Statistics, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Correlation Analysis, Data Validation, Simulations, Histogram, Box Plots

    Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Patient Safety

    Skills you'll gain: Patient Safety, Design Thinking, Change Management, Institutional Review Board (IRB), Organizational Change, Conflict Management, Data Literacy, Performance Measurement, Systems Thinking, Healthcare Project Management, Data Visualization, Solution Design, Health Systems, Data Analysis, Corrective and Preventive Action (CAPA), Risk Analysis, Data Presentation, Maintainability, Safety Assurance, Quality Improvement

    ★ 4.8 (1.9K) · Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Python 101: Develop Your First Python Program

    Skills you'll gain: Game Design, Human Computer Interaction, Program Development, Code Reusability, Python Programming, Programming Principles, Computer Programming, Mathematical Software, Data Analysis

    ★ 4.7 (288) · Beginner · Guided Project · Less Than 2 Hours

  • R

    Rice University

    Algorithmic Thinking (Part 2)

    Skills you'll gain: Computational Thinking, Algorithms, Theoretical Computer Science, Bioinformatics, Data Structures, Python Programming, Data Analysis, Unsupervised Learning, Analysis, Text Mining

    ★ 4.7 (220) · Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Learn Tableau by Working on Exciting Dashboards

    Skills you'll gain: Data Presentation, Data Storytelling, Tableau Software, Dashboard, Interactive Data Visualization, Dashboard Creation, Data Visualization, Data Visualization Software, Spreadsheet Software, Data Analysis, Key Performance Indicators (KPIs), Portfolio Management, Performance Analysis, Financial Data

    Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Evaluating Large-Scale Health Programs

    Skills you'll gain: Surveys, Program Evaluation, Survey Creation, Health Policy, Sampling (Statistics), Health Systems, Health Assessment, Health Equity, Data Collection, Quantitative Research, Institutional Review Board (IRB), Nutritional Assessment, Maternal Health, Data Management, Statistical Analysis, Analysis, Nutrition and Diet, Public Health, Research Design, Data Analysis

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

1…115116117…146

In summary, here are 10 of our most popular data analysis courses

  • Complete Visual Guide to Machine Learning: Maven Analytics
  • ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera
  • Microsoft Power BI Service - Publishing Reports to the Cloud: Nikolai Schuler
  • AI Machine Learning with R & Python Projects: EDUCBA
  • Inventory Analytics: Rutgers the State University of New Jersey
  • Introducción a la Minería de Datos: Pontificia Universidad Católica de Chile
  • Basic Principles of Geostatistical Geospatial Modeling: Case Western Reserve University
  • Patient Safety: Johns Hopkins University
  • Python 101: Develop Your First Python Program: Coursera
  • Algorithmic Thinking (Part 2): Rice University

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