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Course content

About Statistical Modelling

  • Overview of statistical models and their applications
  • Understanding the role of data in modelling
  • Types of models: deterministic vs. probabilistic
  • Key concepts: parameters, estimators, variables
  • Simple and multiple linear regression analysis
  • Model assumptions and diagnostics
  • Parameter estimation (Ordinary Least Squares - OLS)
  • Hypothesis testing: t-tests, F-tests, and confidence intervals
  • Introduction to GLMs: logistic regression, Poisson regression
  • Link functions and error distributions
  • Maximum Likelihood Estimation (MLE)
  • Model interpretation and goodness of fit (AIC, BIC)
  • Concepts of time series data and stochastic processes
  • ARIMA (Auto-Regressive Integrated Moving Average) models
  • Seasonal decomposition of time series (STL)
  • Forecasting and evaluation of models
  • Polynomial regression and spline models
  • Understanding non-linear relationships
  • Introduction to machine learning-based models (decision trees, random forests)
  • Model comparison and validation techniques
  • Cross-validation techniques (K-fold, leave-one-out)
  • Overfitting and underfitting in statistical models
  • Model selection criteria (AIC, BIC, R-squared, adjusted R-squared)
  • Regularization techniques: Ridge and Lasso regression
  • Principal Component Analysis (PCA) and factor analysis
  • Canonical correlation analysis
  • Cluster analysis and classification models
  • Applications in finance, economics, and social sciences
  • Why Should You Learn Statistical Modelling Training?

    The annual salary of an Statistical Modelling is $125k.

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    What you will get at Zeblearnindia Learning?

    Zeblearnindia Learning is a premier institute offering training in SAP Online Courses, Web Designing, Data Science, Full-Stack Development, Salesforce, Workday, Machine Learning, Software Testing, and Video Editing. With the option to choose between online and offline (classroom) learning, our well-structured courses cater to students, working professionals, business owners, and entrepreneurs. Here’s what you can expect at Zeblearnindia Learning:

    •   Expert-Led Training
    •   Globally Recognized Certifications
    •   100% Job Placement Support
    •   Hands-On Learning
    •   Flexible Learning Options
    •   Affordable Course Fees
    •   Career Growth Opportunities
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    TRAINING FEATURES

    Instructor Img
    Instructor-led Sessions

    Engage in live, interactive sessions led by industry experts, ensuring better guidance, monitoring, and flexible learning from any internet-enabled device.

    Real-life Case Studies Img
    Real-life Case Studies

    Gain practical insights through case studies based on real-world industry applications, helping bridge the gap between theory and practice.

    Assignment Img
    Assignments

    Enhance your analytical skills and understanding with hands-on assignments designed to reinforce key concepts and practical application.

    Lifetime Access Img
    Lifetime Access

    Enjoy unrestricted access to course materials for a lifetime, allowing you to learn and revisit topics at your own pace.

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    24/7 Expert Support

    Get round-the-clock assistance from experienced mentors to resolve your queries and enhance your learning experience.

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    Certification

    Earn industry-recognized certification upon course completion, validating your skills and boosting your career prospects.

    We're Here to Help!

    For any queries, feedback, or assistance, reach out to ZebLearn Learner Support.

    Phone Support

    For voice calls, please use the number below:

    +91 7277877778
    WhatsApp Support

    For calls and chat via WhatsApp, use the number below:

    +91 8506888288
    Track Week Days Course Duration Fast Track
    Week Days 40-45 Days 2 Hrs. Per Day Online
    Course Duration 7 Weekends 3 Hrs. Per Day Online
    Fast Track 8 Days 6+ Hrs. Per Day Online

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    Students Reviews

    Explore authentic student feedback on ZebLearn’s expert-led SAP training and foreign language courses. Discover success stories from learners who earned certifications, enhanced their skills, and advanced their careers!

    Ravi Kumar
    Data Scientist
    The Statistical Modelling course from Zeblearn India was outstanding. The in-depth training on various statistical techniques and modeling approaches has greatly enhanced my ability to analyze complex datasets and make data-driven decisions.
    Meena Nair
    Quantitative Analyst
    Zeblearn Indias Statistical Modelling course provided a comprehensive understanding of advanced statistical methods. The hands-on approach and practical exercises were instrumental in developing my skills in predictive and explanatory modeling.
    Amit Patel
    Research Analyst
    The Statistical Modelling course at Zeblearn India was highly beneficial. The courses detailed coverage of regression analysis, time series, and hypothesis testing has significantly improved my analytical capabilities and research quality.
    Karan Singh
    Data Analyst
    The Statistical Modelling course from Zeblearn India was incredibly valuable. The expert-led sessions on various modeling techniques and statistical tools have empowered me to tackle complex data problems with confidence and precision.
    Sneha Sharma
    Business Analyst
    Zeblearn Indias Statistical Modelling training was exceptional. The practical insights and techniques provided have greatly enhanced my proficiency in building accurate statistical models and interpreting data effectively.

    Statistical Modelling Training Program - Flexible batches for you

    Date Type Schedule Time
    SOLD OUT 18 June 2025 Weekend SAT - SUN (08 Week) 18:00 To 20:00
    Filling Img 23 June 2025 Weekday MON - FRI (08 Week) 08:00 To 10:00
    28 June 2025 Weekend MON - FRI (08 Week) 10:00 To 00:00

    Price  1,20,000

    Now  95,000

    Enroll Now, Pay Later

    Explore Our Courses Across India - Flexible batches

    We are proud to offer our Statistical Modelling Training Program services across numerous states nationwide.

    Explore Our Statistical Modelling Training Program Courses Across The World

    We are proud to offer our Statistical Modelling Training Program services across numerous countries worldwide.

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