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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


  • C

    Coursera

    Data and Machine Learning for Technical Product Managers

    Skills you'll gain: Model Evaluation, Technical Communication, Technical Product Management, Workflow Management, Program Evaluation, Performance Metric, Agile Project Management, Data Analysis, Agile Methodology, Project Management, Analytics, Stakeholder Communications, Project Performance, Data-Driven Decision-Making, AI Integrations, Machine Learning, Large Language Modeling, R Programming, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

  • W

    Workday

    Workday Student for Business Users

    Skills you'll gain: People Analytics, Workday (Software), Registration, Business Process, Workflow Management, Business Reporting, Process Management, Data Maintenance, Data Entry, Dashboard, Information Management, Business Analytics, No-Code Development

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Social Determinants of Health: Planetary Health

    Skills you'll gain: Social Determinants Of Health, Scatter Plots, Climate Change Programs, Environmental Science, Data Analysis, Health Education, Health Equity, Environmental Issue, Data Literacy, Regression Analysis, Systems Thinking, Public Health, Sustainable Development, Health Informatics, Community Organizing, Forecasting, Data Visualization

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Risk Managers: Advanced Risk Analysis Techniques

    Skills you'll gain: Prompt Engineering, Risk Modeling, Risk Analysis, Continuous Monitoring, Data Synthesis, Decision Intelligence, Generative AI, Risk Management Framework, Risk Management, Data-Driven Decision-Making, Data Integration, AI Integrations, Automation

    Advanced · Course · 1 - 4 Weeks

  • S

    S.P. Jain Institute of Management and Research

    Effective Employee Retention Strategies to Combat Attrition

    Skills you'll gain: Employee Retention, Workplace inclusivity, Employee Coaching, Employee Engagement, Talent Management, Human Resource Strategy, Workforce Development, Team Motivation, Leadership, Leadership Development, Employee Onboarding, Diversity and Inclusion, People Analytics, Mentorship, Knowledge Transfer, Program Implementation, Performance Metric

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Project on Recommendation Engine - Advanced Book Recommender

    Skills you'll gain: Data Preprocessing, Data Processing, AI Personalization, Scalability, Pandas (Python Package), Applied Machine Learning, Machine Learning Methods, Predictive Modeling, Machine Learning Algorithms, NumPy, Model Evaluation, Program Development

    ★ 4.6 (25) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Pittsburgh

    Big Data Processing with Hadoop and Spark

    Skills you'll gain: Apache Hadoop, Apache Spark, PySpark, Data Pipelines, Distributed Computing, Big Data, Apache Hive, Data Processing, Data Storage, Scikit Learn (Machine Learning Library), Predictive Modeling, Scalability, Data Management, File Systems, Data Science, Data Transformation, Information Technology, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Weather Data in BigQuery

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

    Beginner · Project · Less Than 2 Hours

  • U

    Università di Napoli Federico II

    Data Visualization e manipolazione dei dati con Tableau

    Skills you'll gain: Spatial Data Analysis, Data Integration, Tableau Software, Geospatial Mapping, Spatial Analysis, Data Manipulation, Data Analysis, Data Visualization Software, Data Transformation, Data Mapping, Interactive Data Visualization, Analytics

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Recommender Systems with Machine Learning

    Skills you'll gain: Data Manipulation, Data Wrangling, AI Personalization, Model Evaluation, Applied Machine Learning, Data Preprocessing, Machine Learning Methods, Data Cleansing, Statistical Machine Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Model Training, Taxonomy, Text Mining, Data Analysis, Artificial Intelligence, Deep Learning

    Intermediate · Course · 1 - 3 Months

  • O

    O.P. Jindal Global University

    Unsupervised Learning and Its Applications in Marketing

    Skills you'll gain: Anomaly Detection, Dimensionality Reduction, Unsupervised Learning, Customer Analysis, Marketing Analytics, Data Mining, Customer Insights, Autoencoders, Data-Driven Marketing, Applied Machine Learning, Machine Learning Algorithms, Machine Learning Methods, Marketing, Statistical Machine Learning, Target Audience, Supervised Learning, Python Programming, Algorithms

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Uncover Product Insights: Analyze User Funnels

    Skills you'll gain: Conversion Funnel Analysis, Web Analytics, Digital Analysis, Customer Analysis, Product Management, Customer Insights, Analytics, Business Analysis, Root Cause Analysis, User Flows, Performance Analysis, Data Presentation, Performance Metric, Key Performance Indicators (KPIs), Data Collection, Regression Analysis, Event Monitoring, Data Capture, Taxonomy

    Intermediate · Course · 1 - 4 Weeks

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

  • Data and Machine Learning for Technical Product Managers: Coursera
  • Workday Student for Business Users: Workday
  • Social Determinants of Health: Planetary Health: University of Minnesota
  • GenAI for Risk Managers: Advanced Risk Analysis Techniques: Coursera
  • Effective Employee Retention Strategies to Combat Attrition: S.P. Jain Institute of Management and Research
  • Project on Recommendation Engine - Advanced Book Recommender: EDUCBA
  • Big Data Processing with Hadoop and Spark: University of Pittsburgh
  • Weather Data in BigQuery: Google Cloud
  • Data Visualization e manipolazione dei dati con Tableau: Università di Napoli Federico II
  • Recommender Systems with Machine Learning: Packt

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