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  2. Predictive Analytics

Predictive Analytics Courses for Beginners

Beginner predictive analytics courses can help you learn data collection techniques, statistical analysis, and the basics of modeling. You can build skills in interpreting data trends, making forecasts, and evaluating model performance. Many courses introduce tools like Excel for data manipulation, R for statistical computing, and Python for building predictive models, demonstrating how these skills are applied in practical work such as sales forecasting, customer segmentation, and risk assessment.

Popular Beginner Predictive Analytics Courses and Certifications


  • U

    University of Pennsylvania

    Intro to Predictive Analytics Using Python

    Skills you'll gain: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Advanced Analytics, Decision Tree Learning, Supervised Learning, Applied Machine Learning, Model Training, Forecasting, Random Forest Algorithm, Analytics, Data Analysis, Regression Analysis, Machine Learning, Logistic Regression, Python Programming

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Predictive Analytics & Modeling with Minitab

    Skills you'll gain: Data-Driven Decision-Making, Minitab, Regression Analysis, Predictive Modeling, Logistic Regression, Statistical Hypothesis Testing, Statistical Analysis, Scatter Plots, Correlation Analysis, Data Analysis, Analytics, Data Analysis Software, Predictive Analytics, Statistical Methods, Descriptive Statistics, Statistical Software, Statistical Modeling, Advanced Analytics, Forecasting, Business Analytics

    4.8 stars, 25 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (25) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Maven Analytics

    ChatGPT & Generative AI for Data Analytics

    Skills you'll gain: Prompt Engineering, Generative AI, Google Gemini, ChatGPT, Data Analysis Expressions (DAX), Power BI, Deep Learning, Excel Formulas, Analytics, Google Sheets, AI literacy, Microsoft Excel, Artificial Intelligence, Data Analysis, Python Programming, SQL, Business Intelligence, Data Science, Debugging

    4.8 stars, 24 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (24) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Applied Deep Learning and neural networks

    Skills you'll gain: Computer Vision, Deep Learning, Image Analysis, Convolutional Neural Networks, Exploratory Data Analysis, Feature Engineering, Tensorflow, Model Training, Predictive Modeling, Transfer Learning, Applied Machine Learning, Machine Learning Methods, Application Development, Predictive Analytics, Model Evaluation, Machine Learning, Network Model, Analytics, Network Architecture, Design

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
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  • E

    EDUCBA

    Apply R for Predictive Analytics and Machine Learning

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Visualization, Statistical Analysis, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Data Mining, Advanced Analytics, Statistical Modeling, Risk Modeling, R (Software), R Programming, Data Preprocessing, Data Cleansing, Transaction Processing, Unsupervised Learning, Model Training, Model Optimization, Machine Learning

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
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  • E

    EDUCBA

    Apply Advanced SPSS Data Analytics & Modeling

    Skills you'll gain: Dashboard Creation, Dashboard, SPSS (Software), SPSS, Descriptive Analytics, Data Transformation, Data Visualization, Advanced Analytics, Data Wrangling, Logistic Regression, Statistical Hypothesis Testing, Statistical Machine Learning, Data Manipulation, Regression Analysis, Analytics, Data Presentation, Correlation Analysis, Data Literacy, Data Preprocessing, Data Analysis

    4.8 stars, 37 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (37) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Python for Data Analytics & Predictive Modeling

    Skills you'll gain: Model Evaluation, Sampling (Statistics), NumPy, Pandas (Python Package), Data Literacy, Feature Engineering, Statistical Visualization, Data Analysis, Predictive Modeling, Analytics, Regression Analysis, Predictive Analytics, Statistics, Analysis, Computational Thinking, Data Science, Business Intelligence, Applied Machine Learning, Data Quality, Machine Learning

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • B

    Board Infinity

    AI-Powered Marketing Analytics with Google Analytics 4 (GA4)

    Skills you'll gain: Google Analytics, Data Storytelling, Data Presentation, Financial Forecasting, Looker (Software), Data-Driven Marketing, Marketing Analytics, Data Literacy, Cross-Channel Marketing, Marketing Budgets, Web Analytics, Data Validation, Stakeholder Engagement, Data-Driven Decision-Making, Google Ads, Dashboard Creation, Revenue Forecasting, Marketing Automation, Predictive Analytics, Digital Marketing

    Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Pittsburgh

    Probability Theory and Regression for Predictive Analytics

    Skills you'll gain: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Regression Analysis, Logistic Regression, Statistical Analysis, Statistical Methods, Statistics, Bayesian Statistics, Statistical Software, Statistical Inference, Applied Mathematics, Python Programming, Machine Learning, Algorithms

    4.7 stars, 7 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (7) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • G

    Google

    Google Data Analytics

    Skills you'll gain: Data Storytelling, Rmarkdown, Data Visualization, Data Presentation, Data Ethics, Data Cleansing, Interactive Data Visualization, Data Validation, Ggplot2, R (Software), Sampling (Statistics), Spreadsheet Software, Data Analysis, Stakeholder Communications, LinkedIn, 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: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    GenAI for Financial Analysts: Essential Predictive Analytics

    Skills you'll gain: Financial Forecasting, Risk Management, Predictive Modeling, Financial Data, Risk Analysis, Generative AI, Financial Modeling, Financial Analysis, Predictive Analytics, Market Data, Financial Statement Analysis, Data-Driven Decision-Making, Market Trend, Investment Management, Portfolio Management, Financial Reporting, Analysis, Automation

    4 stars, 9 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4 (9) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Business Analytics

    Skills you'll gain: Data Governance, Data Storytelling, Marketing Analytics, Business Analytics, Data-Driven Marketing, Accounting, Responsible AI, Data Management, Data Visualization Software, Internal Controls, Classification Algorithms, Internal Auditing, Data-Driven Decision-Making, Analytical Skills, Data Preprocessing, Business Analysis, Analytics, Data Analysis, Power BI, Machine Learning

    4.6 stars, 1.2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (1.2K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
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Best Predictive Analytics courses from EDUCBA

Top-rated Predictive Analytics courses offered by EDUCBA on Coursera.

  1. 1
    Predictive Analytics & Modeling with Minitab
    EDUCBABeginner1 - 3 Months4.8(25)EDUCBA
  2. 2
    Applied Deep Learning and neural networks
    EDUCBABeginner1 - 3 Months5.0(1)EDUCBA
  3. 3
    Apply R for Predictive Analytics and Machine Learning
    EDUCBABeginner1 - 3 MonthsEDUCBA

Best Predictive Analytics certificate programs

Earn a certificate in Predictive Analytics from top universities and companies.

  1. 1
    Apply Advanced SPSS Data Analytics & Modeling
    EDUCBABeginner3 - 6 Months4.8(37)Specialization
  2. 2
    Python for Data Analytics & Predictive Modeling
    EDUCBABeginner3 - 6 Months5.0(4)Specialization
  3. 3
    AI-Powered Marketing Analytics with Google Analytics 4 (GA4)
    Board InfinityBeginner1 - 3 Months2.2(5)Specialization

Best Predictive Analytics courses for beginners

Top-rated beginner-friendly Predictive Analytics courses with no prerequisites.

  1. 1
    Intro to Predictive Analytics Using Python
    University of PennsylvaniaBeginner1 - 4 Weeks4.2(5)No prerequisites
  2. 2
    ChatGPT & Generative AI for Data Analytics
    Maven AnalyticsBeginner1 - 3 Months4.8(24)No prerequisites
  3. 3
    Probability Theory and Regression for Predictive Analytics
    University of PittsburghBeginner1 - 4 Weeks4.7(7)No prerequisites

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