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Predictive Analytics Courses

Predictive analytics courses can help you learn data collection techniques, statistical modeling, and machine learning fundamentals. You can build skills in interpreting data patterns, making forecasts, and evaluating model performance. Many courses introduce tools like R, Python, and Tableau, that support analyzing datasets and visualizing results. You'll also explore key topics such as regression analysis, time series forecasting, and risk assessment, equipping you to make informed decisions based on predictive insights.


Popular Predictive Analytics Courses and Certifications


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    Google Cloud

    Preparing for the Google Cloud Professional Data Engineer Exam em Português Brasileiro

    Skills you'll gain: Google Cloud Platform, Analytics, Systems Design, Data Processing, Applied Machine Learning, MLOps (Machine Learning Operations), Model Deployment, Data Pipelines, Data Modeling, Cloud Engineering, Database Design, Data Infrastructure, Machine Learning, Data Quality, Scalability, Cloud Storage, Identity and Access Management

    Advanced · Course · 1 - 3 Months

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    Packt

    Microsoft Sentinel: Complete Azure Introduction

    Skills you'll gain: Computer Security Incident Management, Incident Management, Cyber Threat Hunting, Microsoft Azure, Threat Detection, Event Monitoring, Security Information and Event Management (SIEM), Intrusion Detection and Prevention, Anomaly Detection, Data Integration, ChatGPT, Jupyter, Automation, Query Languages

    Intermediate · Course · 1 - 3 Months

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    Packt

    Tableau Data Analysis and Visualization

    Skills you'll gain: Tableau Software, Dashboard, Data Visualization Software, Data Visualization, R Programming, Alteryx, Statistical Programming, Data Presentation, Interactive Data Visualization, Data Cleansing, Data Storytelling, Data Structures, Statistical Analysis, Workflow Management, Data Analysis, Scatter Plots, Data Preprocessing, Data Manipulation, Data Processing, Data Transformation

    Intermediate · Specialization · 3 - 6 Months

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    Google Cloud

    Exploring NCAA Data with BigQuery

    Skills you'll gain: Big Data, Google Cloud Platform, Analytics, Data Analysis, SQL, Query Languages

    Beginner · Project · Less Than 2 Hours

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    Microsoft

    Statistical Analysis and Advanced Techniques

    Skills you'll gain: Regression Analysis, Statistical Analysis, Time Series Analysis and Forecasting, Logistic Regression, R Programming, Statistical Hypothesis Testing, Probability & Statistics, Statistical Modeling, R (Software), Statistics, Predictive Modeling, Generative AI, Forecasting, Descriptive Statistics, Power BI

    Beginner · Course · 1 - 3 Months

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    J

    Johns Hopkins University

    Ein Crashkurs in Datenwissenschaft

    Skills you'll gain: Data Science, Data Management, Organizational Effectiveness, Data Analysis, Data-Driven Decision-Making, Project Design, Data Presentation, Exploratory Data Analysis, Machine Learning, Predictive Modeling, Statistical Inference

    Mixed · Course · 1 - 4 Weeks

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    Ludwig-Maximilians-Universität München (LMU)

    الاستراتيجية التنافسية

    Skills you'll gain: Business Strategy, Game Theory, Competitive Analysis, Strategic Thinking, Product Strategy, Strategic Partnership, Strategic Decision-Making, Market Analysis, Market Dynamics, New Product Development, Innovation, Product Development

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Machine Learning with R: Build, Analyze & Predict

    Skills you'll gain: Data Analysis, Statistical Analysis, Probability Distribution, R Programming, Exploratory Data Analysis, Statistical Modeling, Machine Learning, Statistical Inference, Classification Algorithms, Data Manipulation, Supervised Learning, Random Forest Algorithm, Regression Analysis, Model Evaluation, Decision Tree Learning

    4.6
    Rating, 4.6 out of 5 stars
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    14 reviews

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Python: Logistic Regression & Supervised ML

    Skills you'll gain: Model Evaluation, Feature Engineering, Supervised Learning, Exploratory Data Analysis, Classification Algorithms, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Logistic Regression, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Data Preprocessing, Pandas (Python Package), NumPy, Data Cleansing

    4.3
    Rating, 4.3 out of 5 stars
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    13 reviews

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Risk Managers: Advanced Risk Analysis Techniques

    Skills you'll gain: Prompt Engineering, Risk Modeling, Risk Analysis, Continuous Monitoring, Generative AI, Project Risk Management, Risk Management, Operational Risk, Data-Driven Decision-Making, Data Integration, Decision Support Systems, AI Security, Anomaly Detection, Automation

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Machine/Deep Learning for Mining Quality Prediction-Enhanced

    Skills you'll gain: Exploratory Data Analysis, Model Evaluation, Data Preprocessing, Regression Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Data Analysis, Matplotlib, Random Forest Algorithm, Machine Learning, Data Visualization, Decision Tree Learning, Artificial Neural Networks, Deep Learning, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Skillshare

    Shopify eCommerce Ads Masterclass: Campaign Management

    Skills you'll gain: Performance marketing, Marketing Analytics, Pay Per Click Advertising, Analysis, Google Analytics, Promotions and Campaigns, Process Optimization, Return On Investment

    Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular predictive analytics courses

  • Preparing for the Google Cloud Professional Data Engineer Exam em Português Brasileiro: Google Cloud
  • Microsoft Sentinel: Complete Azure Introduction: Packt
  • Tableau Data Analysis and Visualization: Packt
  • Exploring NCAA Data with BigQuery: Google Cloud
  • Statistical Analysis and Advanced Techniques: Microsoft
  • Ein Crashkurs in Datenwissenschaft: Johns Hopkins University
  • الاستراتيجية التنافسية : Ludwig-Maximilians-Universität München (LMU)
  • Machine Learning with R: Build, Analyze & Predict: EDUCBA
  • Python: Logistic Regression & Supervised ML: EDUCBA
  • GenAI for Risk Managers: Advanced Risk Analysis Techniques: Coursera

Skills you can learn in Business Essentials

Analytics (37)
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Microsoft Excel (26)
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Business Communication (16)
Decision-making (16)
Leadership (15)

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