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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


  • Status: New
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    Coursera

    Nail Regression & Classification

    Skills you'll gain: Model Evaluation, Predictive Modeling, Regression Analysis, Statistical Machine Learning, Statistical Modeling, Classification Algorithms, Predictive Analytics, Logistic Regression, Feature Engineering, Applied Machine Learning, Data-Driven Decision-Making, Data Preprocessing, Model Optimization, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply R Techniques for Telecom Customer Churn Prediction

    Skills you'll gain: Feature Engineering, Data Preprocessing, Model Training, Model Optimization, Applied Machine Learning, Model Evaluation, R Programming, Data Transformation, Data Cleansing, Predictive Modeling, Predictive Analytics, Supervised Learning, Classification Algorithms, Machine Learning Algorithms

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Project on Recommendation Engine - Advanced Book Recommender

    Skills you'll gain: Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Solving ML Regression Problems with AWS AutoGluon

    Skills you'll gain: AWS SageMaker, Model Evaluation, Applied Machine Learning, Model Training, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Amazon Web Services, Model Optimization, Regression Analysis, Supervised Learning, Data Analysis

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Analyze Data in Azure ML Studio

    Skills you'll gain: Descriptive Statistics, Descriptive Analytics, Jupyter, Microsoft Azure, Statistical Visualization, Plot (Graphics), Model Training, Data Analysis, Statistics, Exploratory Data Analysis, Data Visualization Software, Correlation Analysis, Applied Machine Learning, Machine Learning Methods

    Beginner · Guided Project · Less Than 2 Hours

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    Johns Hopkins University

    데이터 과학자의 도구 상자

    Skills you'll gain: Rmarkdown, Data Science, R (Software), GitHub, Version Control, Data Analysis, Big Data, R Programming, Software Versioning, General Science and Research, Git (Version Control System), Statistical Programming, Data Quality, Statistical Reporting, Development Environment

    4.7
    Rating, 4.7 out of 5 stars
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    9 reviews

    Mixed · Course · 1 - 4 Weeks

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    Edureka

    Microsoft Fabric Data Engineer: DP-700 Exam Prep

    Skills you'll gain: Data Architecture, Real Time Data, Data Lakes, Capacity Management, Data Pipelines, PySpark, Transact-SQL, Apache Spark, Data Transformation, Data Security, Event Monitoring, Microsoft Copilot, Continuous Monitoring, Data Analysis, Workflow Management, SQL, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Warehouse Operations, Warehouse Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    Website Modernization with Generative AI on Google Cloud

    Skills you'll gain: Google Gemini, Generative AI, Generative AI Agents, Google Cloud Platform, Web Content, AI Personalization, Prompt Engineering, Agentic Workflows, Web Analytics and SEO, Web Design, Digital Transformation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    LearnQuest

    Sales Team Management

    Skills you'll gain: Sales Management, Team Leadership, Sales Training, Virtual Teams, Team Management, Sales Enablement, Team Motivation, Sales, Team Performance Management, Sales Pipelines, Sales Process, Innovation, Overcoming Objections, Conflict Management, Performance Analysis, Employee Onboarding, Drive Engagement, Employee Retention, Customer Engagement, Recognizing Others

    Beginner · Specialization · 1 - 3 Months

  • Status: New
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    Coursera

    AI Content Creation and SEO Optimization

    Skills you'll gain: Keyword Research, Content Optimization, Search Engine Optimization, Generative Engine Optimization (GEO), Web Analytics and SEO, Content Creation, Content Strategy, Blogs, Target Audience, Web Content, Conversion Funnel Analysis, Content Marketing, Content Development and Management, Persona Development, Style Guides, Customer Engagement, Social Media Content, Driving engagement, Brand Management, Digital Content

    Beginner · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Derivatives Trading & Risk Management

    Skills you'll gain: Derivatives, Futures Exchange, Financial Trading, Financial Market, Risk Modeling, Market Analysis, Risk Management, Financial Systems, Securities Trading, Capital Markets, Market Dynamics, Portfolio Risk, Risk Analysis, Risk Control, Technical Analysis, Risk Mitigation, International Finance, Market Trend, Investments, Finance

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Johns Hopkins University

    Data Science Decisions in Time: Using Causal Information

    Skills you'll gain: Precision Medicine, Clinical Trials, Data-Driven Decision-Making, Analysis, Decision Intelligence, Business Analytics, Data Science, Strategic Decision-Making, Decision Making, Clinical Research, Graphing, Health Policy, Random Forest Algorithm, Medical Science and Research, Treatment Planning, Applied Machine Learning, A/B Testing, Machine Learning, Online Advertising

    Intermediate · Course · 1 - 3 Months

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

  • Nail Regression & Classification: Coursera
  • Apply R Techniques for Telecom Customer Churn Prediction: EDUCBA
  • Project on Recommendation Engine - Advanced Book Recommender: EDUCBA
  • Solving ML Regression Problems with AWS AutoGluon: Coursera
  • Analyze Data in Azure ML Studio: Coursera
  • 데이터 과학자의 도구 상자: Johns Hopkins University
  • Microsoft Fabric Data Engineer: DP-700 Exam Prep: Edureka
  • Website Modernization with Generative AI on Google Cloud: Google Cloud
  • Sales Team Management: LearnQuest
  • AI Content Creation and SEO Optimization: Coursera

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