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Analytics Courses

Analytics courses can help you learn data visualization, statistical analysis, predictive modeling, and data storytelling. You can build skills in interpreting complex datasets, making data-driven decisions, and communicating insights effectively. Many courses introduce tools like Excel, Tableau, and Python, that support analyzing data and automating processes.


Popular Analytics Courses and Certifications


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    Coursera

    Evaluate AI Risks: Adopt Smart Predictions

    Skills you'll gain: Model Evaluation, Data-Driven Decision-Making, Predictive Modeling, Risk Analysis, Strategic Decision-Making, Performance Metric, Technical Communication

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Track & Populate Marketing Performance Metrics

    Skills you'll gain: Marketing Analytics, Data Collection, Marketing Effectiveness, Marketing, Marketing Management, Business Metrics, Performance Metric, Performance Measurement, Data Capture, Key Performance Indicators (KPIs), Data Entry, Workflow Management, Data Compilation, Data Maintenance, Record Keeping

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Automate AI Anomaly Detection & Response

    Skills you'll gain: Anomaly Detection, Microsoft Azure, Event Monitoring, Application Performance Management, Time Series Analysis and Forecasting, Generative AI, Query Languages, Data Integration, Process Optimization, Data Analysis, User Feedback

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Predictive Modeling with Python: Apply & Evaluate

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Manipulation, Scikit Learn (Machine Learning Library), Data Transformation, Pandas (Python Package), NumPy

    Mixed · Course · 1 - 3 Months

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    Coursera

    Automate, Ingest, and Validate Event Data

    Skills you'll gain: Apache Airflow, Dataflow, Extract, Transform, Load, Data Pipelines, Apache Kafka, Real Time Data, AWS Kinesis, Data Validation, Data Warehousing, Event Monitoring, Data Integrity, Snowflake Schema, Continuous Monitoring, Automation, Data Quality, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Employee Performance Using Excel Pivot Tables

    Skills you'll gain: Pivot Tables And Charts, Excel Formulas, Microsoft Excel, Case Studies, Performance Analysis, Variance Analysis, Trend Analysis, Data Manipulation, Human Resources Information System (HRIS), Budgeting, Employee Performance Management, Performance Measurement, Business Analysis, Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced Python Techniques for Data Science & AI

    Skills you'll gain: Plotly, Pandas (Python Package), Interactive Data Visualization, Data Analysis, Data Visualization Software, Restful API, Application Programming Interface (API), Python Programming, Data Manipulation, Data Transformation, Data Preprocessing, Data Structures, Text Mining

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - 한국어

    Skills you'll gain: Recurrent Neural Networks (RNNs), Applied Machine Learning, Machine Learning Methods, Large Language Modeling, Artificial Neural Networks, Embeddings, Text Mining

    Intermediate · Course · 1 - 4 Weeks

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    Arizona State University

    Classification and Planned Experiments

    Skills you'll gain: Experimentation, Research Design, Statistical Modeling, Statistical Methods, Applied Machine Learning, Supervised Learning, Logistic Regression, Predictive Modeling, Statistical Programming, Statistical Analysis, Statistical Inference, Simulation and Simulation Software, Probability & Statistics, Data Science, Data Visualization, Simulations, Data Analysis, Data Analysis Software

    Intermediate · Course · 1 - 4 Weeks

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    New York Institute of Finance

    공급망금융 시장 및 핀테크 생태계

    Skills you'll gain: Financial Market, Supply Chain Management, Financial Systems, Market Trend, Market Dynamics, FinTech, Financial Services, Market Analysis, Supplier Relationship Management, Banking, Stakeholder Analysis

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    R: Design & Evaluate Random Forests for Attrition

    Skills you'll gain: Model Evaluation, Data Preprocessing, Workforce Management, Advanced Analytics, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Apache Hive: Design, Query & Optimize Big Data

    Skills you'll gain: Apache Hive, Apache Hadoop, Data Warehousing, Performance Tuning, Data Architecture, Databases, Query Languages, Extensible Markup Language (XML), Data Processing, Data Transformation, Data Manipulation

    Mixed · Course · 1 - 3 Months

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

  • Evaluate AI Risks: Adopt Smart Predictions: Coursera
  • Track & Populate Marketing Performance Metrics: Coursera
  • Automate AI Anomaly Detection & Response: Coursera
  • Predictive Modeling with Python: Apply & Evaluate: EDUCBA
  • Automate, Ingest, and Validate Event Data: Coursera
  • Analyze Employee Performance Using Excel Pivot Tables: EDUCBA
  • Advanced Python Techniques for Data Science & AI: Packt
  • Attention Mechanism - 한국어: Google Cloud
  • Classification and Planned Experiments: Arizona State University
  • 공급망금융 시장 및 핀테크 생태계: New York Institute of Finance

Skills you can learn in Business Essentials

Analytics (37)
Presentation (33)
Modeling (29)
Business Analytics (27)
Language (26)
Microsoft Excel (26)
Writing (26)
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Plan (17)
Business Communication (16)
Decision-making (16)
Leadership (15)

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